Discover top generative AI companies in the United States that build cutting-edge large language models, multimedia generation tools, and enterprise AI platforms to power innovation, automate workflows, and unlock new revenue streams.
Organic rankings are determined by five factors: top services, reviews, portfolio, awards/press, and team expertise. Sponsored listings pay for a placement that appears above organic positions. Sponsorship does not affect star ratings or review content - read more on our methodology page.

Azumo
VerifiedVerified by the DesignRush team for authenticity and credibility.Build Intelligent Apps for Web, Mobile, Data, AI and Cloud
Azumo has been building production-grade AI systems since 2016, with expertise spanning agentic AI, RAG, NLP, computer vision, and LLM fine-tuning. As a leading AI development company, it has completed 100+ AI projects for clients like Discovery, Meta, and Angle Health...
Top Services:
- AI Development
- Software Development
- Staff Augmentation
- Mobile App Development
- Big Data Analytics
- Show more
- Location
- San Francisco, California
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $55/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 9 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsAzumo Services
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Azumo Reviews & Testimonials

Software Development Review from Michael S.
We selected Azumo to develop our software. We transitioned from another development company, so Azumo was initially responsible for migrating our existing code and environments. We are currently still working with Azumo as our nearshore software development team on adding new items to our software.

UI/UX Design Review from Anonymous
Azumo helped us migrate our existing UIs into a new framework, creating reusable components and the infrastructure needed for future development. The developer they assigned became a seamless part of our team, always punctual, responsive, and a great fit overall.

Software Development Review from Anonymous
Thanks to Azumo’s work, our product is now more scalable, optimized, and ready for a growing user base. Their team has managed the engagement effectively, keeping us updated and addressing any challenges along the way. We’ve appreciated their constant availability and proactive communication.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
Suffescom Solutions Inc
VerifiedVerified by the DesignRush team for authenticity and credibility.Award WinnerRecipient of a Best Design Award for outstanding work.Get what matters!
Suffescom's 250-strong AI team delivers generative AI, agentic systems, RAG pipelines, computer vision, and NLP. Founded in 2011, it has delivered 500+ AI products and served businesses like NBCUniversal, Humana, and Stripe...
Top Services:
- Mobile App Development
- AI Development
- Blockchain
- Software Development
- Web Development
- Show more
- Location
- New York City, New York
- Number of Employees
- 250 - 499
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 33 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSuffescom Solutions Inc Services
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Suffescom Solutions Inc Reviews & Testimonials

Mobile App Development Review from Michael Raca
Finding a food delivery platform that genuinely prioritizes clean, nutritious meals over endless unhealthy options has always been a challenge, until this app. Suffescom Solutions developed a platform that makes discovering health-focused restaurants incredibly simple and intentional. Instead of scrolling through overwhelming menus filled with junk food choices, users are guided toward balanced, wholesome meal options that align with a healthier lifestyle. It's a concept that was clearly needed, and the execution makes it effortless.The overall user experience reflects the quality of work that Suffescom Solutions brings to every food delivery app development project. The interface is clean, intuitive, and designed with the end user in mind, making the ordering process quick, seamless, and stress-free. Real-time delivery tracking works flawlessly, keeping users informed every step of the way. From UI design to backend performance, every element of the app has been thoughtfully built for both functionality and reliability across devices.What truly stands out is how professionally this health-focused food delivery application has been developed and executed from concept to launch. Suffescom's deep understanding of the on-demand food tech industry is evident in every feature, from smart restaurant filtering to smooth checkout flows. If you're looking to build a purposeful, scalable healthy food delivery app that stands out in a crowded market, Suffescom Solutions is the development partner that delivers results with precision and passion.

Mobile App Development Review from Rungano Luciano
Delivered a fully customized mobile and web application for FlakeGlow that perfectly matched our business vision in the beauty and salon industry.The platform was built with advanced online booking functionality, allowing users to seamlessly connect with salons and freelance beauty professionals for a wide range of services, including hair styling, nail care, skincare treatments, barber appointments, and on-demand at-home beauty visits.What truly impressed us was how the Suffescom development team translated our concept into a feature-rich, intuitive platform. Their expertise in beauty and salon app development was evident at every stage, from UX design to backend architecture. The app wasn't just built to function; it was built to grow with our business.The team demonstrated strong command over on-demand service app development, ensuring the platform was scalable, performance-driven, and user-friendly for both clients and beauty professionals alike. Every feature was thoughtfully implemented to enhance the booking experience and streamline salon operations.If you're in the beauty, wellness, or personal care industry and looking for a trusted beauty salon app development company, Suffescom Solutions is the partner that delivers. They brought FlakeGlow to life with precision, passion, and technical excellence.

Mobile App Development Review from Wanshan Zhu
Working with Suffescom Solutions was a seamless, professional experience from the very first stage and the platform they delivered is a true reflection of their technical craft and user-first development philosophy.From day one, the Suffescom Solutions development team demonstrated a clear understanding of what makes a digital platform not just functional, but genuinely engaging. The result is a platform built with a clean, distraction-free interface that puts content discovery at the forefront. Navigation is intuitive and effortless, ensuring users can find what they need quickly without friction or confusion. Every mobile app design and development decision clearly prioritized the end user and it shows in how naturally people interact with the platform.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
Krazimo
VerifiedVerified by the DesignRush team for authenticity and credibility.Your Partner In Reliable Enterprise AI
Led by a team of former Google senior engineers, Krazimo focuses on building reliable AI that produces predictable outcomes. Its services span multi-agent AI systems, intelligent automation, production ML deployments, and RAG pipelines...
Top Services:
- AI Development
- Location
- New York City, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $120/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 10 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsKrazimo Services
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Krazimo Reviews & Testimonials

AI Development Review from Niranjan Selvam
Had a fantastic and informative call with Akhil. He was thorough with his research and delivered the initial informative document with proper timeline and high level overview of the product development which was critical for our product strategy.

AI Development Review from Jordan Sands
Krazimo built us a fully bespoke, AI-powered CRM ecosystem that completely replaced our patchwork of Salesforce and legacy EHR tooling, unifying our website, Instagram, TikTok, and email channels into one centralized lead funnel. The platform's standout layer is a set of intelligent AI agents that hold live conversations with prospects and existing patients, field initial questions, and trigger downstream automations — essentially putting top-of-funnel outreach and nurturing on autopilot while still guaranteeing an instant, high-touch response. On top of that, the system serves as our day-to-day operational backbone, with a quoting engine, inventory tracking, an integrated accounting module, and a built-in call center surfacing real-time sales activity, plus a compliant medical note-taking feature that converts clinical documentation directly into targeted marketing workflows. The measurable impact has been significant: a 15–20% lift in new leads, a 15% bump in lead conversion, and roughly 30% less manual labor across the business thanks to the automations they introduced. Their project management was genuinely outstanding — whether we reached out by phone, email, or text at odd hours, replies came back almost immediately, and they accepted every round of feedback without pushback and turned around revisions on the spot, which kept a very ambitious build on track. What impressed me most was the blend of velocity, efficiency, and unusual transparency: they custom-engineered the AI agents and automations around our specific bottlenecks rather than dropping a generic product on us, and they were refreshingly candid when something wasn't technically feasible or wouldn't deliver the result we wanted, which is rare in this space and made them feel like a real strategic partner rather than a typical vendor. Honestly, I can't point to anything I'd want them to do differently.

Software Development Review from Max Pena
Krazimo turned our software concept into a reality. They have a great team of developers and they made the process smooth. We have been working closely with them since the inception of our software, and our beta users have been impressed with the experience. Now we are preparing to launch our product. Overall, they are a fantastic partner when it comes to creating a high quality solution that can scale!
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
Goji Labs
VerifiedVerified by the DesignRush team for authenticity and credibility.AI LeaderRecognized for strong visibility across AI-powered search and answer engines.+1Award WinnerRecipient of a Best Design Award for outstanding work.We Define the Right Build Before We Start It.
Goji Labs builds AI assistants, data infrastructure, and conversational interfaces designed to automate workflows and integrate directly into existing products. With 500+ products launched and $1B+ raised by clients, its AI practice spans strategy, prototyping, UX, and continuous optimization...
Top Services:
- Mobile App Development
- Software Development
- UI/UX Design
- AI Development
- Web Design
- Show more
- Location
- Los Angeles, California
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 23 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsGoji Labs Services
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Goji Labs Reviews & Testimonials

Web Design Review from Michael Krone
We partnered with Goji Labs for a complete app build, and they delivered exactly what we needed. Their team handled the entire project professionally and with great care from start to finish. I would highly recommend Goji Labs to anyone seeking a skilled and dependable development partner.

Software Development Review from Wilson Rapp
We brought Goji Labs on board for a major migration project, and the entire experience was smooth and well-managed from start to finish. We could not be happier with the results. Their expertise gave us confidence throughout the process, and we would not hesitate to work with them again.

Mobile App Development Review from Sheila Reddy
As a founder with just an idea and a business model, I needed a partner who could turn that vision into a real product. Goji Labs guided me through every step of the process and built exactly the app we needed. Their expertise and patience made the entire journey manageable and rewarding.
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Chop Dawg
VerifiedVerified by the DesignRush team for authenticity and credibility.AI LeaderRecognized for strong visibility across AI-powered search and answer engines.+1Award WinnerRecipient of a Best Design Award for outstanding work.Meet The Partner Behind Your App's Success | Make It App'n!
Meet your award-winning app development team, dedicated to turning your vision into scalable and profitable digital apps and software...
Top Services:
- Mobile App Development
- Software Development
- Web Development
- eCommerce Development
- WordPress Website Design
- Show more
- Location
- Philadelphia, Pennsylvania
- Number of Employees
- Under 49
- Average Hourly Rate
- $99/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 52 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsChop Dawg Services
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Chop Dawg Reviews & Testimonials

Web Development Review from Jimmy Caldwell
Chop Dawg was the strongest development team I’ve worked with in 18 years of software implementation. They took our complex AI-powered senior placement platform and turned it into a functional marketplace with dashboards, business rules, CRM integration, and an AI assistant. The team listened, adapted, communicated often, and treated our vision with real care. The handoff had a few gaps, but overall, they delivered exceptional work.

Design Services Review from Nathan May
Chop Dawg delivered wireframes, high-fidelity screens, a logo, and Figma files while keeping each week’s work clear. They felt like part of our team, brought fresh ideas, and pushed back when needed. The experience was strong overall, though a more detailed final review would have been helpful.

Web Design Review from Anonymous
Chop Dawg turned our early idea for a visual polling and decision-making platform into a prototype we could confidently share with others. It made the product much easier to explain, gave us something real to test with users, and supported more productive investor conversations. The work also helped our team get aligned on the product direction, development scope, and MVP roadmap. Their team was responsive, organized, and easy to work with throughout the process.
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Kreante
VerifiedVerified by the DesignRush team for authenticity and credibility.Your AI-tech partner
Kreante is an AI partner measured on business results, not on demos. Founded in 2020 and headquartered in Miami , we help services companies put AI where it moves a number: revenue, margin, hours recovered.Part of the Claude (Anthropic) partner network.Claude certified developers...
Top Services:
- Web Development
- Graphic Design
- Web Design
- UI/UX Design
- AI Development
- Show more
- Location
- Miami, Florida
- Number of Employees
- Under 49
- Portfolios Count
- 6 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsKreante Services
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Kreante Reviews & Testimonials

eCommerce Development Review from Stephane Baudry
Kreante handled the full design, development and SEO of our Shopify store from start to finish. I was especially impressed by their responsiveness and the quality of their communication, which kept the project moving quickly and made the whole collaboration easy to manage.

Mobile App Development Review from Xavier Vernin
Kreante built our mobile and desktop app for a construction marketplace platform, handling UX/UI design and database setup from the ground up. What impressed us most was their expertise with no-code and low-code tools, combined with real flexibility when our requirements shifted. Their professionalism, responsiveness and communication were excellent throughout.

Web Development Review from Chloé Fernagut
We had a complex app to build and no technical lead, so Kreante helped define and deliver it—UX, a Bubble front end, a Xano backend, integrations and automations. They shipped on time, fixed the few small bugs fast, and frequently went beyond scope. Their integrity, quality and value for money really stood out.
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Takeaway Reality
VerifiedVerified by the DesignRush team for authenticity and credibility.AR, VR and AI Agency.
Takeaway Reality integrates AI into web applications, automation workflows, and intelligent data systems alongside its AR/VR practice. Founded in 2020, it has deployed 45+ solutions for clients like Microsoft, Peugeot, and Citroën...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- VR/AR
- Digital Services
- Show more
- Location
- Atlanta, Georgia
- Number of Employees
- Under 49
- Portfolios Count
- 7 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsTakeaway Reality Services
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Takeaway Reality Reviews & Testimonials

Software Development Review from Filip Suskovic
Takeaway Reality developed our custom software exactly according to the specifications we provided. We shared images and videos with them, and they transformed that into a VR platform where people can view their apartment or house. Users are able to explore the property through a fully virtual walk-through.

Mobile App Development Review from Marie-Laure De Veyt
We set out to build awareness around a new cyber safety product. After reviewing several agencies through an RFP, we chose TAR because they fully understood our objectives and had a clear plan to achieve them. From brainstorming to final execution, we collaborated closely and collected feedback in an organized way. Working with TAR has truly been an outstanding experience.

VR/AR Review from Erik Matosevic
We were informed about every major step in the process and it really made everything much easier. Takeaway Reality’s work delighted the client. Their dedication to the project accentuated their deep and relevant knowledge of VR and AR. Their communicative and transparent approach resulted in methodical project management. They went above and beyond to optimize the solution.
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SCALO
VerifiedVerified by the DesignRush team for authenticity and credibility.Software Development / AI & Technology Consulting / Dedicated Developers
Scalo is a software and AI development company based in Poland. We build custom software and help companies adopt AI through consulting and dedicated AI engineering teams. Client reviews point to one thing: dependable delivery, backed by almost 20 years in the market and 750+ completed projects...
Top Services:
- Software Development
- Staff Augmentation
- Software Testing
- IT Services
- UI/UX Design
- Show more
- Location
- Austin, Texas
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 7 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSCALO Services
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SCALO Reviews & Testimonials

Software Development Review from Artur Bukowski
The collaboration with Scalo is quite valuable to us. They enhance our development capabilities. Most of the people from Scalo have been working with us for a long time, which indicates that we’re satisfied with the collaboration.

Staff Augmentation Review from Katarzyna Wieczorek
We know that Scalo is a good partner for companies which want to scale up their software development teams fast. They got great understanding of business needs, deliver experienced specialists, and know-how to build IT team in no time.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
GeekyAnts
VerifiedVerified by the DesignRush team for authenticity and credibility.AI Digital Product Engineering & Consulting Firm
GeekyAnts runs a diagnosis-before-build model using its proprietary DARE framework to identify the most profitable AI use case for its clients. Capabilities span agentic AI, RAG pipelines, ML model development, and LLM orchestration. Since 2006, it has shipped 1,000+ projects into production...
Top Services:
- Mobile App Development
- Web Development
- Web Design
- eCommerce Development
- UI/UX Design
- Show more
- Location
- San Francisco, California
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 36 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsGeekyAnts Services
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GeekyAnts Reviews & Testimonials

Web Development Review from Mathias Willburger
The final product optimized the company's process as expected and has been well received by users. The company appreciated how well the Geeky Ants communicated, always punctual for meetings, and responsive to inquiries despite being in different timezones.
suresh's Review Sourced from Google
Candidates should carefully evaluate whether to participate in this interview process. Based on my experience, it seems the interviews are being conducted primarily for showcase purposes rather than actual hiring, leading to a significant waste of candidates' time, preparation, and effort.
Deekshu Gunaga's Review Sourced from Google
Very poor hiring management experience at GeekyAnts. After scheduling the interview and making candidates wait for one week, the hiring team only said the application was “on hold” and mentioned there may be an update next month. After that, there was no response or communication at all. Candidates deserve proper updates and professional handling instead of being ignored. It was worst experience
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Phenomenon Studio
VerifiedVerified by the DesignRush team for authenticity and credibility.Award WinnerRecipient of a Best Design Award for outstanding work.We take brands, websites, and products to the next level.
Phenomenon Studio is a boutique product design and development agency founded in 2019. We work with teams who've outgrown what they've built from venture-backed startups to established market leaders and own the work end to end: strategy, design, development, and post-launch...
Top Services:
- UI/UX Design
- Web Design
- Software Development
- AI Development
- Web Development
- Show more
- Location
- Dover, Delaware
- Number of Employees
- 50 - 99
- Portfolios Count
- 136 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsPhenomenon Studio Services
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Phenomenon Studio Reviews & Testimonials

Web Development Review from Jeffery Kienholz
Phenomenon Studio was brought on board to revamp our existing web app. What was once a simple online study tool is now a cutting edge, AI-powered learning platform. The team introduced personalized learning experiences, intelligent progress tracking, and interactive features all designed to adapt to each students individual needs and boost engagement.

Mobile App Development Review from Lorenz Maresca
Phenomenon Studio excels in designing and maintaining our app with aseamless, user-friendly interface. Their proactive approach, creative input, andtechnical expertise ensure a reliable and professional experience for our clients. They consistently deliver on time, enhance functionality, and demonstrate a deepunderstanding of fintech user needs.

Web Development Review from Eileen Daunt
The team produced a user-friendly and aesthetically pleasing platform, increasing inquiries and requests for information. Phenomenon Studio's work received positive feedback from stakeholders and they also provide excellent project management.
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Unico Connect
VerifiedVerified by the DesignRush team for authenticity and credibility.Award WinnerRecipient of a Best Design Award for outstanding work.Your AI-Native Technology Partner
Backed by 12+ years of experience, Unico Connect offers expertise in AI agents, RAG pipelines, LLM integrations, and conversational interfaces across web, WhatsApp, and voice channels. Using an AI-native development approach, it accelerates development time for the 350+ projects it has delivered...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Web Development
- Staff Augmentation
- Show more
- Location
- Chicago, Illinois
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 14 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsUnico Connect Services
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Unico Connect Reviews & Testimonials

Software Development Review from Jacques Antikadjian
Unico Connect has been an exceptional development partner in helping us build PLCY, our AI governance and runtime policy-enforcement platform. From the beginning, their team took the time to understand not only what we wanted to build, but also the security architecture, governance requirements, workflows, and enterprise use cases behind the product. What impressed me most was their ability to take our security designs and technical workflows and translate them into a functional, scalable platform. PLCY requires much more than traditional software development it involves AI governance, policy enforcement, data protection, model and regional routing, auditability, and enterprise-grade security controls. UnicoConnect approached these requirements thoughtfully and worked closely with us to turn complex concepts into a real product. Their team has been responsive, collaborative, technically capable, and willing to work through difficult architectural and product challenges with us. They have treated the engagement like a true partnership rather than simply a development project. As a founder, it is extremely valuable to have a technology partner that understands the vision while also being able to execute on the details. Unico Connect has played an important role in helping bring PLCY from architecture and security designs into a working AI governance platform. I would highly recommend UnicoConnect to companies building sophisticated SaaS, AI, security, or enterprise software products.

Software Development Review from Daniel Gonsenhauser
Unico built our Order Management System across two operating companies and integrated it with Bringg for dispatch. The hard part wasn't the software, it was the business logic we run on-demand, multi-stop, scheduled contract, and distribution work across multiple markets, and the pricing exceptions that used to live in our people's heads are now configured in the system. Order intake, dispatch, commissions and billing are one flow instead of three, and our team reviews work rather than reconstructing it. What set Unico apart was their willingness to learn how a courier and freight business actually operates instead of fitting us to a template. We worked with a dedicated team on the Unico side - a project lead, developers, and QA with direct access throughout rather than everything routed through an account manager. We've engaged them for phase two.

Web Development Review from Shifa Sutar
We had a great experience working with Unico team for our Google Workspace migration and account setup. The entire process was smooth and well-managed. The team was extremely supportive, responsive, and guided us at every step, making what could have been a complex transition feel effortless. Highly recommend their services.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
KrishaWeb
VerifiedVerified by the DesignRush team for authenticity and credibility.Transforming Digital Experiences
KrishaWeb is a full-service digital agency building web, software, AI, and marketing solutions since 2008. From custom websites and eCommerce to AI development, vibe coding, and white-label services, we help businesses worldwide build, modernize, and scale...
Top Services:
- Web Design
- Web Development
- eCommerce Development
- Digital Marketing
- WordPress Website Design
- Show more
- Location
- Loveland, Colorado
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 20 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsKrishaWeb Services
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KrishaWeb Reviews & Testimonials

Web Development Review from Charnita Mack
Charnita Mack commends KrishaWeb for its efficient work, promptly completing the project with little to no issues. (Source: 3rd Party Review Platform)
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UI/UX Design Review from Marinus Atanga
Sanjay was the Project Manager. The agency was proactive during and after the project, offering necessary support and assistance. The project was finalized within the set budget and timeframe, and it operated as anticipated. (Verified via email)

Web Design Review from Lukasz Zelezny SEO Expert
I recently had the pleasure of working with KrishaWeb to design a WordPress-based website for my business, and I am thrilled to share my experience. From start to finish, KrishaWeb exceeded all of my expectations and delivered a phenomenal final product that has left me beyond satisfied. The talent, dedication, and expertise of the team at KrishaWeb are unparalleled, and I wholeheartedly recommend them to anyone looking to create an exceptional online presence.
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Flyaps
VerifiedVerified by the DesignRush team for authenticity and credibility.Award WinnerRecipient of a Best Design Award for outstanding work.AI & Cloud Software Engineering
Offering 13+ years of AI expertise and pre-built AI modules, Flyaps promises a PoC within 3 months. Its services span generative AI, predictive analytics, computer vision, intelligent automation, and MLOps across telecom, HR, media, logistics, urban planning, and retail industries...
Top Services:
- Software Development
- AI Development
- IT Services
- DevOps Consulting
- Cloud Consulting
- Show more
- Location
- New York City, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $49/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 9 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsFlyaps Services
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Flyaps Reviews & Testimonials

Python Django Review from Andrew Stetsenko
We partnered with Flyaps to build the GlossaryTech Chrome Extension from scratch, including the backend for tech terminology analysis. The goal was to help recruiters, sales professionals, and other non-technical specialists in IT quickly understand the technical terms they encounter every day.The first release shipped back in 2017, long before today's AI tools were available off the shelf. Flyaps built a custom tokenization layer on top of NLTK library to resolve the ambiguity problem - distinguishing "Go" the language from "go to the shop," or "Swift" the framework from the adjective, while also correctly recognizing multi-token terms like "Ruby on Rails" or "Amazon Web Services". It was a pragmatic, precise solution that made the extension genuinely usable from day one.The outcomes have validated that early bet. GlossaryTech now holds "Featured" status in the Chrome Web Store, has passed 25,000 downloads, and consistently serves 10,000+ weekly active users and 2,000+ daily active users. For a niche professional tool, that level of organic, sustained engagement is rare - and it traces directly back to the technical foundation Flyaps put in place.Beyond the engineering, what stood out was how Flyaps engaged with the product itself. They contributed to architecture decisions, flagged edge cases early, and treated scope conversations with honesty rather than upsell. Communication was straightforward throughout, deadlines were met, and the codebase has held up well as we've extended the product over time.I'd recommend Flyaps to anyone looking for a partner who combines solid engineering with genuine product thinking. They've been central to GlossaryTech's success and continue to be a team we trust.

Software Development Review from Dariia Ryzhova
Our collaboration with Flyaps has lasted for several major projects, of which I personally worked with them on two. I am very satisfied with the level of expertise (both technical and domain), the involvement and responsibility of the teams, and the quality of delivery. We successfully brought 2 major products to life together. Flyaps teams have diverse specializations, so I had the opportunity to attract consultants from different fields: software developers, including high-level architects, DevOps, QA, and business analysts.The teams have a modern technology stack and are experienced in Agile development. This allowed for smooth integration with internal teams and processes. It is also important to note that Flyaps provides technical consulting on demand, and this was very valuable service as well. Overall, I can recommend working with Flyaps as a reliable and high-quality partner.
ТОВ ХОТНАЙТС's Review Sourced from Google
Flyaps delivered outstanding results for our e-commerce store! They built a visually stunning and high-performing website that perfectly captures our brand. Since launching, our site speed has improved by over 60%, and we've seen a noticeable increase in our conversion rate. Their team's technical expertise is top-notch, and the new admin panel they created has made managing our operations so much easier. I am happy to recommend this team of professionals.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsAppMakers USA embeds AI into mobile and web products through ChatGPT integration, machine vision, conversational AI, fraud detection, and predictive analytics. As proof of its expertise, it has launched 400+ products, reaching 100M+ users, and helped raise $1B+ for its clients...
Top Services:
- Mobile App Development
- UI/UX Design
- AI Development
- Software Development
- Web Design
- Show more
- Location
- Los Angeles, California
- Number of Employees
- Under 49
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 83 Projects Listed
Innovacio Technologies builds autonomous AI agents, RAG systems, generative AI, computer vision, NLP, and predictive analytics, with deep vertical focus on supply chain intelligence and healthcare diagnostics. Blending AI tech with human expertise, it has shipped 130+ products 3x faster at 4x lower cost...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Staff Augmentation
- VR/AR
- Show more
- Location
- Boston, Massachusetts
- Number of Employees
- 50 - 99
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 39 Projects Listed
JPLoft produces GenAI solutions, AI agents, LLM models, predictive models, ML solutions, NLP platforms, AIOps processes, and AI enterprise products designed to scale with your business. Backed by 15+ years of experience, it has launched 1,100+ projects, helping clients raise $160M+ revenue...
Top Services:
- Mobile App Development
- Web Development
- Software Development
- Web Design
- AI Development
- Show more
- Location
- Denver, Colorado
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 15 Projects Listed

Promatics Technologies Private Limited
VerifiedVerified by the DesignRush team for authenticity and credibility.AI-Driven Web & Mobile App Development - Top Rated
Promatics Technologies is an AI development company founded in 2013 and recognized by the Webby Awards and Awwwards. It provides custom AI development, predictive analytics, intelligent automation, real-time processing, scalable architecture, and continuous optimization, delivering 1,500+ projects...
Top Services:
- Web Development
- AI Development
- Mobile App Development
- Software Development
- eCommerce Development
- Show more
- Location
- New York City, New York
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $15/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 9 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsPromatics Technologies Private Limited Services
Data sourced from the agency's DesignRush profileUnited Nations Google Michigan State University HP DHL IFFCO ABRO Johnson&Johnson Airtel Aditya Birla Fashion and Retail
Promatics Technologies Private Limited Reviews & Testimonials

Mobile App Development Review from Sriganesh T.V
Promatics Technologies has delivered a well-designed, user-focused app for usKey technical achievements include:Robust user verification systemReal-time location tracking and monitoring featuresPayment gateway integrationSeamless booking and cancellation systemVideo monitoring capabilities with bandwidth optimization
Mobile App Development Review from Louis Powell
Pramatics help me so much every way needed. We had a few problems but they always solved the problems quickly and with a lot of consideration. I never built an App before and they gave me a lot of help beyond what I expected. They are great at explaining and making very useful suggestions too.

Software Development Review from Sandy Paddock-Barragan
The Promatics team was excellent from start to finish. We had a custom software project needing Google Maps expertise, they delivered everything on time and within budget. Highly recommend their team and talent.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsOpenxcell engineers custom AI systems spanning LLM development, RAG pipelines, NLP, computer vision, ML model training, and generative AI. With 400+ AI specialists and 1,500+ projects delivered since 2009, the AI development company serves the healthcare, fintech, retail, and logistics sectors...
Top Services:
- AI Development
- DevOps Consulting
- Mobile App Development
- Software Development
- Product Design
- Show more
- Location
- Las Vegas, Nevada
- Number of Employees
- 500 - 999
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 28 Projects Listed
AppsChopper builds custom ML models, predictive analytics systems, generative AI and LLM apps, computer vision, NLP, agentic AI, and RPA on cloud-native, MLOps-enabled infrastructure. Founded in 2011, it has delivered 30+ ML apps and 90+ products to clients like Toshiba and Walmart...
Top Services:
- Mobile App Development
- Software Development
- Blockchain
- AI Development
- Software Testing
- Show more
- Location
- New York City, New York
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $55/hr
- Portfolios Count
- 15 Projects Listed
Backed by 17+ years of expertise, Simpalm offers end-to-end services across agenctic AI, AI chatbot, AI automation, GenAI, and AI strategy. Its impressive client portfolio includes PepsiCo, Pearson, Bamboo, and the University of Maryland...
Top Services:
- Mobile App Development
- Web Development
- Web Design
- UI/UX Design
- eCommerce Development
- Show more
- Location
- Rockville, Maryland
- Number of Employees
- Under 49
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 22 Projects Listed

Cheesecake Labs
VerifiedVerified by the DesignRush team for authenticity and credibility.Cheesecake Labs designs and engineers RAG solutions, agentic AI workflows, conversational interfaces, and LLM pipelines on OpenAI, Claude, Gemini, and LangChain. Founded in 2013, the AI development company has shipped 300+ products for businesses like MoneyGram and Stellar Development Foundation...
Top Services:
- Mobile App Development
- Software Development
- AI Development
- Staff Augmentation
- Blockchain
- Show more
- Location
- San Francisco, California
- Number of Employees
- 50 - 99
- Portfolios Count
- 13 Projects Listed
Think to Share distinguishes itself through a proven track record in delivering AI-driven solutions that streamline operations and drive growth. As an AI development agency, our tailored strategies consistently enhance outcomes in automation, data analytics, and intelligent process optimization...
Top Services:
- Web Development
- Web Design
- eCommerce Development
- AI Development
- Mobile App Development
- Show more
- Location
- Jersey City, New Jersey
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $50/hr
- Portfolios Count
- 9 Projects Listed
AddWeb Solution builds custom LLM applications, RAG pipelines, AI agents, generative AI, ML models, NLP, computer vision, and MLOps infrastructure. Founded in 2012, the AI development company has deployed 50+ AI projects and 1,000+ solutions for clients like Cisco and the United Nations...
Top Services:
- Web Development
- Mobile App Development
- Software Development
- Software Testing
- Cloud Consulting
- Show more
- Location
- Greenville, South Carolina
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 65 Projects Listed
Custom AI has been SEVEN's focus since 2007, spanning LLM development, NLP, computer vision, ChatGPT integration, AI chatbots, predictive analytics, and AI-powered BI. As proof of its expertise, it has launched 337+ compliance-ready products across 21+ countries...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- UI/UX Design
- IT Services
- Show more
- Location
- New York City, New York
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 54 Projects Listed
An AI-native engineering company with 300+ apps in production, Aloitte delivers real-world products, not just demos. Its expertise spans ML, GenAI, AI agents, computer vision, conversational AI, AI voice agents, NLP, text intelligence, and AI strategy consulting, helping clients raise $193M+ in funding...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Web Development
- eCommerce Development
- Show more
- Location
- Dover, Delaware
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 9 Projects Listed
A3Logics engineers production-grade AI across generative AI, deep learning, NLP, computer vision, RPA, LLM fine-tuning, AIOps, and predictive analytics, with vertical depth in fintech, healthcare, insurance, and manufacturing. With 21+ years in operation, it has completed 500+ projects...
Top Services:
- Mobile App Development
- Software Development
- Big Data Analytics
- Blockchain
- AI Development
- Show more
- Location
- Carlsbad, California
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 13 Projects Listed
You are launched is a product development company helping startups, founders, and growing businesses turn ideas into market-ready digital products. We specialize in startup MVP development, native mobile apps, web platforms, AI-powered products, and custom software development...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- AI Development
- Web Design
- Show more
- Location
- Columbia, South Carolina
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 13 Projects Listed
Scopic creates AI-powered solutions to drive business efficiency and profitability. Its services span GenAI, ML development, deep learning, computer vision, ChatGPT integration, and AI strategic consultation. With 20+ years of engineering experience, it has delivered 1,500+ projects globally...
Top Services:
- Software Development
- AI Development
- Web Development
- Mobile App Development
- Web Design
- Show more
- Location
- Marlborough, Massachusetts
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 40 Projects Listed
Instinctools is a leading AI and digital product engineering company with 25+ years of experience. Their services include AI-driven custom software development, advanced data analytics, and digital product engineering. Specializing in end-to-end AI integration, they help businesses harness the powe...
Top Services:
- Software Development
- Web Development
- Mobile App Development
- Big Data Analytics
- eCommerce Development
- Show more
- Location
- Potomac, Maryland
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 69 Projects Listed
AllianceTek is a global software development and IT consulting company delivering AI, cloud, web, and mobile solutions with 20+ years of expertise...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- AI Development
- IoT
- Show more
- Location
- Malvern, Pennsylvania
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 59 Projects Listed

Groove Jones
Award WinnerRecipient of a Best Design Award for outstanding work.Groove Jones is an innovative technology company that specializes in creating AI/VR/AR software solutions for a wide range of industries, including advertising, entertainment, marketing, health, and training...
Top Services:
- VR/AR
- Software Development
- Mobile App Development
- Web Development
- Web Design
- Show more
- Location
- Dallas, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 26 Projects Listed
Guiding and helping businesses worldwide build solutions that sell. Genetech is an award-winning custom software development company with almost 2 decades of experience in delivering top-notch tech services, including AI, IoT, Intelligent Apps, Cyber Security, and Tech Talent...
Top Services:
- Software Development
- AI Development
- Mobile App Development
- Staff Augmentation
- Cybersecurity
- Show more
- Location
- Ann Arbor, Michigan
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 34 Projects Listed
Leading AI development company Sapient transforms complex data into growth engines through AI document, image, and voice automation solutions that use LLM chains, RAG pipelines, computer vision, and predictive analytics. Since 2017, it has launched 200+ projects for clients like Mwater and Contentoo...
Top Services:
- AI Development
- eCommerce Development
- Mobile App Development
- Web Design
- Web Development
- Show more
- Location
- New York City, New York
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 20 Projects Listed
We work with Startups and Businesses with enterprising new ideas. Delivering Premium Mobile app development and AI Powered Software solutions. Our agile development model ensures speed of delivery and scalability, while our AI-powered solutions enhance functionality and user experience...
Top Services:
- Mobile App Development
- AI Development
- Staff Augmentation
- Software Development
- Wearables
- Show more
- Location
- Fort Collins, Colorado
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 86 Projects Listed
GET OUR EXPERT CONSULTING AND SOFTWARE ENGINEERING SERVICES...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- Cloud Consulting
- AI Development
- Show more
- Location
- New York City, New York
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 25 Projects Listed
SDLC Corp is a software development company founded in 2015 and headquartered in Illinois, USA. With 1200+ professionals, the company provides software, web and mobile, AI, ERP, blockchain, SaaS, cloud, and gaming development services for startups and enterprises across multiple industries...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- AI Development
- Blockchain
- Show more
- Location
- Batavia, Illinois
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 54 Projects Listed
Aimers is a B2B SaaS marketing agency helping SaaS and tech companies turn ad spend into qualified pipeline, not just clicks or leads...
Top Services:
- CRO
- PPC
- Digital Marketing
- Social Media Marketing
- Direct Marketing
- Show more
- Location
- New York City, New York
- Number of Employees
- 50 - 99
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 8 Projects Listed
Proud 2024 Webby Award winner in the Responsible AI category and winner of the European Technology Awards for App Development in 2021...
Top Services:
- Mobile App Development
- Web Development
- Software Development
- Web Design
- IoT
- Show more
- Location
- Kirkland, Washington
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 68 Projects Listed
Chudovo: A nearshore software development leader with offices in Cologne, Kyiv, NY, Tallinn, and London. Specializing in healthcare, finance, and more. Innovative, domain-focused solutions...
Top Services:
- Software Development
- IT Services
- eCommerce Development
- AI Development
- Mobile App Development
- Show more
- Location
- New York City, New York
- Number of Employees
- 100 - 249
- Portfolios Count
- 98 Projects Listed
Simform is a premier AI-native digital engineering company specializing in Product Engineering, Agentic AI, Data, Cloud and Enterprise Transformation. We help enterprises and high-growth ISVs build sophisticated AI-integrated digital solutions and scalable platforms...
Top Services:
- Software Development
- Cloud Consulting
- AI Development
- Big Data Analytics
- DevOps Consulting
- Show more
- Location
- Orlando, Florida
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 8 Projects Listed

Lionwood.software
VerifiedVerified by the DesignRush team for authenticity and credibility.Lionwood.software is a software development company founded in 2017 that builds digital products through long-term, collaborative partnerships with organizations across Europe and North America. The company combines strong engineering expertise with a human-centered approach focused on transparency,...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- Blockchain
- Staff Augmentation
- Show more
- Location
- Newark, Delaware
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 19 Projects Listed

Bytes Technolab Inc.
VerifiedVerified by the DesignRush team for authenticity and credibility.Bytes Technolab helps founders turn ideas into market-ready products and helps growing businesses modernize legacy systems and automate operations with AI...
Top Services:
- AI Development
- Web Development
- Mobile App Development
- Software Development
- Web Design
- Show more
- Location
- Tomball, Texas
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 12 Projects Listed
NerdHeadz builds AI-powered web, mobile & desktop apps. 30+ engineers, 35+ projects in fintech, edtech, healthtech & more...
Top Services:
- AI Development
- Software Development
- Web Development
- Mobile App Development
- Web Design
- Show more
- Location
- Sheridan, Wyoming
- Number of Employees
- Under 49
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 6 Projects Listed
TekRevol is a globally recognized digital innovation company with 10 years of experience delivering high-impact mobile applications, AI-powered software, and scalable digital products. Every engagement begins with a clear roadmap, defined KPIs, and a commitment to measurable business outcomes...
Top Services:
- Mobile App Development
- Web Development
- AI Development
- Staff Augmentation
- Digital Marketing
- Show more
- Location
- Houston, Texas
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 46 Projects Listed
Think Big. Think The Apptitude. This is not merely a slogan - we welcome challenges and deliver sustainable results as per the needs and timeline of clients. From startups to established businesses, The Apptitude has been helping brands succeed in the AI and digital world for well over 9 years...
Top Services:
- Software Development
- Mobile App Development
- Blockchain
- AI Development
- eCommerce Development
- Show more
- Location
- Houston, Texas
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 8 Projects Listed
We're a digital experience agency with a fierce commitment to keeping people at the center of our work...
Top Services:
- UI/UX Design
- Product Design
- Digital Services
- Digital Strategy
- Business Consulting
- Show more
- Location
- Chicago, Illinois
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 8 Projects Listed
AI-Powered Web & Mobile App Development Company...
Top Services:
- Mobile App Development
- Software Development
- VR/AR
- AI Development
- IoT
- Show more
- Location
- Sheridan, Wyoming
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 41 Projects Listed

Exaud
VerifiedVerified by the DesignRush team for authenticity and credibility.We are a software engineering and digital strategy AI company...
Top Services:
- AI Development
- IoT
- Mobile App Development
- Software Development
- Wearables
- Show more
- Location
- Houston, Texas
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 6 Projects Listed
Apptunix is a global product engineering company founded in 2013, delivering AI-powered, enterprise-grade software for innovation and scale. With offices in the USA, UK, UAE, and India, we serve enterprises, governments, and startups in over 50+ countries...
Top Services:
- Blockchain
- Web Development
- eCommerce Development
- Software Development
- AI Development
- Show more
- Location
- New York City, New York
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 23 Projects Listed
Coderfy is TOP-rated full-cycle web solutions company focused on:- custom software and web applications- mobile apps and custom AI chatbots- web design and website development at a fair price - full-stack web development, CRM and ERP systems, outsourcing including PM and BA services...
Top Services:
- Mobile App Development
- Web Development
- Software Development
- Web Design
- WordPress Website Design
- Show more
- Location
- North Bay Village, Florida
- Number of Employees
- Under 49
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 26 Projects Listed
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Generative AI Companies in the United States FAQs
Can generative AI companies in the United States handle enterprise-level projects?
Yes, many generative AI companies in the United States are fully equipped to handle enterprise-level projects. They work with extensive data systems and flexible cloud solutions, all while adhering to important compliance standards like SOC 2, HIPAA, or GDPR, which makes them a great fit for industries like finance, healthcare, and retail.
Generative AI firms often combine AI model development, data engineering, and system integration to deliver secure, production-ready solutions. Their enterprise work typically includes custom LLM training, workflow automation, predictive analytics, and AI-powered customer support systems tailored to complex business needs.
What factors affect the cost of generative AI solutions?
The cost of generative AI solutions depends on project complexity, data requirements, and model customization. Training or fine-tuning large models requires extensive computational resources, specialized talent, and time, all of which increase expenses.
Integration with existing systems, API usage, cloud infrastructure, and ongoing maintenance or support can also affect the cost of generative AI solutions. Projects that require strict compliance, real-time performance, or enterprise-grade scalability tend to cost more than off-the-shelf implementations.
How do generative AI startups in the United States measure success in AI projects?
Generative AI startups in the United States measure success through technical and business metrics. On the technical side, they measure how well the model works by tracking its accuracy, speed, quality of results, and user satisfaction. They often compare these results to earlier models or previous versions.
From a business perspective, they assess ROI, adoption rate, customer retention, and productivity gains generated by the AI solution. Success depends on whether the technology provides steady and useful benefits that support the client's goals.
How can I verify a United States generative AI company’s credentials or certifications?
To verify a United States generative AI company's credentials or certifications, check the following key factors:
- Review if the company holds a valid SOC 2 Type II report, which confirms controls for security, availability, processing integrity, confidentiality, and privacy
- Check for compliance standards like HIPAA (for US patient data) or ISO 27001 if the AI solution handles health or financial data
- Ask for documentation showing certificate validity, auditor name, and audit date, rather than just a badge
- Confirm there are clear procedures for data handling, including encryption, access control, and audit logs, which are often part of certified frameworks
What guarantees or service assurances do generative AI startups in the United States provide?
Generative AI startups in the United States typically offer service-level agreements (SLAs) that define uptime, performance metrics, and response times for support. These often include guarantees for data security, confidentiality, and compliance with standards like SOC 2 or ISO 27001.
Generative AI companies may also provide accuracy benchmarks, pilot phases, or refund policies tied to project milestones and deliverables. While startups are generally more flexible, they balance agility with formal assurances that protect both parties and ensure predictable performance outcomes.
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