Capitalizing on artificial intelligence requires moving past generic solutions to find an agency with the right balance of data architecture expertise, integration capability, and industry focus. Browse our directory to evaluate and shortlist top-performing AI development companies based on verified client reviews, portfolio depth, and specialized domain focus.
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.
HexGate provides strategic, data-driven influencer marketing solutions worldwide. We leverage insights to create impactful campaigns that resonate globally...
Top Services:
- Digital Marketing
- Branding
- Digital Strategy
- Creative Services
- Social Media Marketing
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- Location
- Trieste, Italy
- Number of Employees
- Under 49
- Average Hourly Rate
- $1000/hr
- Minimal Budget
- $10,000 - $25,000
Digital Thinkers is a digital innovation agency.But we can be much more than that! We couldbe Your partner in success. With our extensiveexpertise in product design and softwaredevelopment, we have the ability to transformYour ideas into extraordinary digital experiences.We are Digital...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- Web Design
- AI Development
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- Location
- Budapest, Hungary
- Number of Employees
- Under 49
- Average Hourly Rate
- $800/hr
- Minimal Budget
- $10,000 - $25,000
At LKICORP®, we provide expert engineering services to clients across a range of industries. Our team of skilled engineers has experience in mechanical, electrical, and environmental engineering, among others. We work closely with our clients to understand their unique needs and develop customized solutions...
Top Services:
- Mobile App Development
- Software Testing
- VR/AR
- Blockchain
- Software Development
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- Location
- Pittsburgh, Pennsylvania
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $300/hr
- Minimal Budget
- $50,000 & Up
A consulting agency specializing in digital transformation to address intricate business challenges and revamp processes and strategies...
Top Services:
- Digital Strategy
- Digital Marketing
- AI Development
- Cybersecurity
- Business Consulting
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- Location
- Boston, Massachusetts
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $300/hr
JourneyTeam has more than 30 years of experience helping organizations modernize how they work through Dynamics 365, Microsoft 365, Power Platform, Azure, AI/Copilot, and Microsofts security technologies. With all Microsoft Solution Partner designations, multiple Advanced Specializations, and five Microsoft...
Top Services:
- Cloud Consulting
- ERP Consulting
- CRM Consulting
- AI Development
- Big Data Analytics
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- Location
- Draper, Utah
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $300/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 11 Projects Listed
To shift outdated traditional sales processes to digital experiences and to reduce time-to-market, complexity and costs for companies looking to sell online or digitize work flows...
Top Services:
- eCommerce Development
- Web Development
- DevOps Consulting
- AI Development
- Web Design
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- Location
- Kelowna, Canada
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $300/hr
- Minimal Budget
- $10,000 - $25,000
Intrix Cyber Security is a specialist Australian consultancy providing high-end offensive security and strategic advisory services. As an approved supplier on the BuyICT and Buy NSW government panels, we provide advanced penetration testing, Essential Eight maturity uplift, and 24/7 incident response. We...
Top Services:
- Cybersecurity
- IT Compliance Solution
- Software Testing
- IT Services
- Managed Services
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- Location
- Sydney, Australia
- Number of Employees
- Under 49
- Average Hourly Rate
- $250/hr
- Minimal Budget
- $1,000 - $10,000
WiscAI is a Madison, Wisconsin AI consulting company that helps leadership teams put artificial intelligence to work. We start with a short, fixed-fee assessment that pinpoints where AI actually pays off, then build the systems to capture it: AI agents, document intelligence, and workflow automation. We also...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Business Consulting
- Show more
- Location
- Madison, Wisconsin
- Number of Employees
- Under 49
- Average Hourly Rate
- $250/hr
- Minimal Budget
- $10,000 - $25,000
CloudHesive is an AWS Premier Consulting partner. We are focused on cloud migration to AWS, Managed Services, Get AI and Agentic AI utilizing the most compatible LLMs, and Amazon Connect Implementations with our flagship ConnectPath CX platform...
Top Services:
- Managed Services
- Cloud Consulting
- IT Services
- AI Development
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- Location
- Fort Lauderdale, Florida
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $245/hr
- Minimal Budget
- $25,000 - $50,000
Studio LDN is a Sydney experience design agency: research, UX, brand, digital product and AI-driven CRO. Making the complex simple since 2018...
Top Services:
- UI/UX Design
- Web Design
- Web Development
- Branding
- Creative Services
- Show more
- Location
- Sydney, Australia
- Number of Employees
- Under 49
- Average Hourly Rate
- $235/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 7 Projects Listed
Emerge Haus is a pioneering software development agency focused in generative AI. We build web apps to accelerate businesses to the forefront of AI-driven innovation...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Web Development
- UI/UX Design
- Show more
- Location
- Austin, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $225/hr
- Minimal Budget
- $50,000 & Up
Mobirevo is a Leading custom software development agency focused on web, mobile app development & saas application development, Enterprise resource planning, and management software (ERP software development). We are a team of incredible Design & Agile software development experts in all major technology...
Top Services:
- Web Design
- UI/UX Design
- Web Development
- Wearables
- Software Development
- Show more
- Location
- Port Harcourt, Nigeria
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 2 Projects Listed
K-Optional Software: where your success is our success. From secure solutions that scale to an uncompromising focus on return on investment, we're the company that delivers. Dont settle for off-the-shelf. Expertly crafted & custom-tailored software from the USA...
Top Services:
- Mobile App Development
- Software Development
- AI Development
- Location
- New York City, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $50,000 & Up
At Cyber Marketing, we specialize in crafting digital marketing sales funnels to increase customer acquisition. Our expertise spans a range of services, including setting up engaging Facebook pages, designing compelling websites, creating professional LinkedIn profiles, implementing effective lead-generation...
Top Services:
- Social Media Marketing
- Web Development
- eCommerce Development
- SEO
- Digital Marketing
- Show more
- Location
- Centurion, South Africa
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 2 Projects Listed
We create high impact, meaningful AI solutions with creative flair and end-to-end expertise. With over 10 years of working with clients globally across AI, Machine Learning, Cloud & Data Science, we specialise is transforming your ideas into tangible AI products and services...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- VR/AR
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- Location
- London, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $10,000 - $25,000
Trusted partners in bold thinking and brilliant content marketing that grows your impact. Known for surfacing data-backed insights and strategies that deliver results AND get you noticed by your customers/clients and competitors. If you're sick of lackluster digital marketing, talk to us...
Top Services:
- Content Marketing
- SEO
- PPC
- Digital Marketing
- AI Development
- Show more
- Location
- Sydney, Australia
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 2 Projects Listed
We architect, produce and deliver transformative digital solutions that drive organizational excellence, accelerate growth, and deliver quantifiable impact. We specialize in 3 core areas; technology, creative, and learning services–all of which we have decades of experience in cultivating unique and...
Top Services:
- Digital Services
- Digital Strategy
- Creative Services
- Web Development
- WordPress Website Design
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- Location
- Newton, Massachusetts
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $10,000 - $25,000
Story and Strategy PR is an award-winning public relations and strategic communications firm based in Fort Worth, Texas. The agency helps organizations build trust, manage crises, strengthen reputations, and increase visibility through strategic storytelling and data-driven communication. With expertise in...
Top Services:
- Public Relations
- Reputation Management
- Content Marketing
- AI Development
- Business Consulting
- Show more
- Location
- Fort Worth, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $1,000 - $10,000
Actual Reality Technologies is an AI solutions consultancy in Perrysburg, Ohio, built for manufacturers tired of AI hype and hungry for measurable outcomes. We pair frontier AI and machine learning with Lean Six Sigma discipline our CEO is a Master Black Belt with 15 years at GE Aviation and operations...
Top Services:
- AI Development
- Software Development
- Big Data Analytics
- IoT
- Mobile App Development
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- Location
- Perrysburg, Ohio
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 1 Project Listed
Benchmarketing Group is a digital marketing agency specializing in data-driven solutions that drive measurable growth. Whether you're looking for expertise in SEO, content strategy, or a creative go-to-market plan, we have a data-driven solution to deliver measurable results...
Top Services:
- Digital Strategy
- Digital Marketing
- Content Marketing
- SEO
- Web Design
- Show more
- Location
- Naperville, Illinois
- Number of Employees
- Under 49
- Average Hourly Rate
- $190/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
Calgary studio for AI strategy and training, branding and graphic design, websites, and custom software. Offices in Calgary and Vancouver...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Digital Services
- Creative Services
- Show more
- Location
- Calgary, Canada
- Number of Employees
- Under 49
- Average Hourly Rate
- $190/hr
- Minimal Budget
- $25,000 - $50,000
Aurum Nova empowers businesses to accelerate growth, optimize efficiency, and gain a competitive edge through expert AI strategy and implementation. Leveraging deep expertise in artificial intelligence, our agile and experienced team helps businessesfrom innovative startups to established Fortune 500...
Top Services:
- AI Development
- Location
- London, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $185/hr
- Minimal Budget
- $1,000 - $10,000
We help ambitious organizations architect and build scalable digital ecosystems powered by modern CMS platforms, intelligent systems, and measurable strategy...
Top Services:
- Digital Marketing
- AI Development
- SEO
- Email Marketing
- Social Media Marketing
- Show more
- Location
- Naperville, Illinois
- Number of Employees
- Under 49
- Average Hourly Rate
- $180/hr
Americaneagle.com is essentially a one-stop shop offering a comprehensive range of options for anyone wishing to thrive in their online pursuits. A family-owned, privately held business with a proven track record of success and reliability is Americaneagle.com...
Top Services:
- Web Development
- SEO
- Content Marketing
- Email Marketing
- Social Media Marketing
- Show more
- Location
- Des Plaines, Illinois
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $175/hr
Eastern Standard is a branding and web design agency dedicated to turning complexity into clarity...
Top Services:
- UI/UX Design
- Web Design
- Web Development
- WordPress Website Design
- Mobile App Development
- Show more
- Location
- Philadelphia, Pennsylvania
- Number of Employees
- Under 49
- Average Hourly Rate
- $175/hr
- Portfolios Count
- 6 Projects Listed
At KDG, we're your full-service partners in growth and innovation. With our integrated approach to professional technology, accounting, and consulting services, we give modern leaders and executives control over their outcomes...
Top Services:
- AI Development
- Software Development
- Managed Services
- IT Services
- Cybersecurity
- Show more
- Location
- Allentown, Pennsylvania
- Number of Employees
- Under 49
- Average Hourly Rate
- $175/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 8 Projects Listed
We are revolutionizing how you access design & technology. Commonwealth Creative is a Virginia-based studio partnering with companies, organizations, and founders to build modern, technology-driven brands without the bloat or bureaucracy. We don't do retainers with asterisks, scopes that balloon, or timelines...
Top Services:
- Branding
- Digital Strategy
- Web Design
- Web Development
- SEO
- Show more
- Location
- Fredericksburg, Virginia
- Number of Employees
- Under 49
- Average Hourly Rate
- $169/hr
- Minimal Budget
- $1,000 - $10,000
Pyxl is a digital agency that unites marketing, sales, and customer success to drive growth through data-backed strategies and AI-powered insights. With over 18 years of experience, we go beyond the typical agency model by blending strategy with execution, creating breakthrough content, authentic connections...
Top Services:
- Digital Marketing
- Digital Services
- AI Development
- Branding
- UI/UX Design
- Show more
- Location
- Nashville, Tennessee
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $160/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 1 Project Listed
Troy Web Consulting is a trusted guide for organizations, delivering high-quality, practical software solutionscustom web apps, mobile apps, and websiteson time and on budget. We specialize in solving business challenges through custom tailored software development...
Top Services:
- Software Development
- Mobile App Development
- eCommerce Development
- AI Development
- Software Testing
- Show more
- Location
- Cohoes, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $155/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 27 Projects Listed
Mindgrub is an award-winning tech consultancy that delivers AI-driven solutions and custom-built digital experiences that drive measurable business results. We partner with organizations to improve efficiency, accelerate growth and build whats next in the AI era...
Top Services:
- Web Design
- AI Development
- Mobile App Development
- eCommerce Development
- Web Development
- Show more
- Location
- Baltimore, Maryland
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 8 Projects Listed
3 Sided Cube is a global mobile app and digital development company with a passion for Tech For Good, championing the genius over the generic to build life-saving, life-changing digital solutions...
Top Services:
- Mobile App Development
- Software Development
- Web Development
- AI Development
- Digital Services
- Show more
- Location
- Bournemouth, United Kingdom
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 5 Projects Listed
Strive Enterprise is the ultimate solution for impactful web design, custom digital marketing solutions, and professional SEO services...
Top Services:
- Web Design
- SEO
- Digital Marketing
- Web Development
- WordPress Website Design
- Show more
- Location
- Las Vegas, Nevada
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 10 Projects Listed
Clique is an award-winning team of digital strategists, designers, and engineers. We help companies define and express their brand through engaging websites that position them to stand out amongst the competition. From startups to fortune 500s, our work turns heads and grows businesses...
Top Services:
- Web Design
- Digital Services
- Design Services
- Creative Services
- Software Development
- Show more
- Location
- Chicago, Illinois
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 11 Projects Listed
ISBX (Interactive, Strategy, Branding, Execution) stands as the premier web and mobile application development agency in Southern California, boasting extensive expertise across a diverse spectrum of digital services such as Mobile, Blockchain, IoT, Web3, and Web Development. With a track record of...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- Blockchain
- IoT
- Show more
- Location
- Los Angeles, California
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 7 Projects Listed
Heywood & Beaudry is a distinguished communications design firm with a specialized focus on early-stage brand development. Utilizing our Conceive, Produce & Deploy process framework, we meticulously craft brand identities rooted in powerful messaging, encompassing compelling content, captivating storytelling...
Top Services:
- Branding
- Creative Services
- Package Design
- Graphic Design
- Digital Marketing
- Show more
- Location
- Vancouver, Canada
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
We are SunerGarcia. We are an innovative digital marketing agency that focuses on building around technology and consumer experience. We build exciting brand experiences for our clients. Our team is a fine assortment of movers and shakers, creatives, designers, planners, tech enthusiast, and all around hard...
Top Services:
- Web Design
- Web Development
- SEO
- PPC
- Software Development
- Show more
- Location
- San Diego, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
DigiBenders has helped businesses evolve digitally, boosting their growth by 70% in just 2 years through comprehensive software development, unique branding, and strategic digital marketing.Looking for a reliable tech partner to build your software, design your website, or elevate your brand? We help...
Top Services:
- Web Development
- Web Design
- WordPress Website Design
- Software Development
- Mobile App Development
- Show more
- Location
- Saint John, Canada
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $10,000 - $25,000
Dort Studio is a research, design, and technology consultancy. We have created world class UX Designs for Microsoft, planned, facilitated and reported research insights for Governments and created interactive data visualisations for financial organisations...
Top Services:
- Web Development
- UI/UX Design
- AI Development
- Web Design
- Market Research
- Show more
- Location
- Sydney, Australia
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
Wise Wolf is a boutique marketing agency for behavioral and mental health professionals, health and wellness, and social impact organizations. Your organization is doing meaningful work, our job is to help the right people find you...
Top Services:
- Web Design
- Web Development
- SEO
- Email Marketing
- Business Consulting
- Show more
- Location
- Austin, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
Treefrog is a growth marketing agency that helps B2B companies build predictable revenue. We combine strategy, systems, and execution to align marketing and sales, strengthen pipeline, and support long-term growth. Our work spans account-based marketing, website development, CRM integration, and performance...
Top Services:
- Branding
- Web Development
- WordPress Website Design
- IoT
- AI Development
- Show more
- Location
- Newmarket, Canada
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
Founded in 2008, Rehab Creative is a Denver-based web strategy, design, and development agency with nearly 20 years in business and 50+ years of combined team experience. We specialize in Drupal, WordPress, modern CMS platforms, AI solutions, and improving organizations' web presence...
Top Services:
- Web Development
- Web Design
- UI/UX Design
- Digital Strategy
- DevOps Consulting
- Show more
- Location
- Englewood, Colorado
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
AdaptAI builds custom business software for small and medium companiesthat have outgrown off-the-shelf tools. Instead of renting a CRM, aquoting app, a scheduler and an invoicing platform that never agree witheach other, you get one application built around how your businessactually runs, with...
Top Services:
- AI Development
- Software Development
- Digital Marketing
- SEO
- IT Services
- Show more
- Location
- Surrey, Canada
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $10,000 - $25,000
Toptal is a highly respected network of elite talent available when needed. Our team of problem-solvers is committed to integrity, and leading companies turn to us for critical projects. We equip organizations with the tools to compete and succeed in a rapidly-evolving business world, boasting exceptional...
Top Services:
- Mobile App Development
- VR/AR
- Blockchain
- Software Development
- AI Development
- Show more
- Location
- San Francisco, California
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $149/hr
- Minimal Budget
- $50,000 & Up
We steer top-tier brands and early-stage startups toward providing their customers with cutting-edge digital design, web, and mobile experiences...
Top Services:
- Mobile App Development
- Branding
- Software Development
- Web Development
- AI Development
- Show more
- Location
- Arlington, Virginia
- Number of Employees
- Under 49
- Average Hourly Rate
- $149/hr
- Minimal Budget
- $10,000 - $25,000
VND is a software and IT company in San Antonio, Texas, specializing in creating efficient tech solutions like web dashboards, mobile apps, and private clouds, and offering advanced services in managed IT, cybersecurity, data-center operations, cloud virtualization and AI implementations...
Top Services:
- Web Development
- WordPress Website Design
- AI Development
- Mobile App Development
- Software Development
- Show more
- Location
- San Antonio, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $135/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 25 Projects Listed
We build agentic business systems for small businesses. Instead of another tool to manage, you get AI that reads what comes in, works out what it means, and takes the next step on its own, handling reception, sales, quotes, and paperwork so your team stops doing the work twice...
Top Services:
- Web Design
- Web Development
- AI Development
- Software Development
- UI/UX Design
- Show more
- Location
- Toronto, Canada
- Number of Employees
- Under 49
- Average Hourly Rate
- $130/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 2 Projects Listed
Data-Sleek, located in Irvine, Orange County, CA, is an AI and data consulting agency that helps organizations turn raw data into measurable business value. We specialize in data architecture, strategy, integration, data warehousing and AI strategy and implementation...
Top Services:
- Big Data Analytics
- AI Development
- Cloud Consulting
- IT Services
- Business Consulting
- Show more
- Location
- Irvine, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $130/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
Transforming business through bespoke software, Jahnel Group excels at creating impactful applications, especially in sectors like finance, healthcare, and media. Our skilled developers specialize in digital product design and development, from UX/UI to web and mobile applications, backed by expertise in...
Top Services:
- Software Development
- Staff Augmentation
- Cloud Consulting
- Mobile App Development
- DevOps Consulting
- Show more
- Location
- Schenectady, New York
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $125/hr
- Portfolios Count
- 5 Projects Listed
Liquid Light Design & Marketing specializes in crafting modern, high-impact websites for professionals, startups, and established businesses. Our expertise spans custom web design, comprehensive branding strategies, SEO marketing to enhance online visibility, and AI-driven business consulting for smart...
Top Services:
- Web Design
- Branding
- SEO
- Social Media Marketing
- AI Development
- Show more
- Location
- Los Angeles, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $125/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
Boro Dev Agency helps non-technical founders turn ideas into working software fast. We combine fractional tech leadership with a vetted network of 750+ developers, designers, and AI specialists to deliver high-quality prototypes, apps, and automationson time, on budget, and built to scale. Transparent, fast...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- Web Design
- Web Development
- Show more
- Location
- Rockvale, Tennessee
- Number of Employees
- Under 49
- Average Hourly Rate
- $125/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 5 Projects Listed
AI Development Specializations
Services Related to AI Development
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Frequently Asked Questions About AI Development Agencies
What is the total cost of AI development?
The total cost of AI development ranges from $50,000 to over $1 million, depending on whether you are buying an off-the-shelf artificial intelligence solution or hiring a custom AI development company.
Typical ranges are:
| Project Scope | Typical AI Use Cases | Cost Range (USD) | Expected Timeline |
| Pilot or Proof of Concept | Simple chatbots, internal assistants, early prototypes | $15,000–$40,000+ | 1–2 months |
| MVP or Mid-Level Build | Automation tools, analytics systems, small GenAI solutions | $50,000–$150,000+ | 2–4 months |
| Advanced Custom AI | NLP pipelines, computer vision, multi-agent workflows | $150,000–$500,000+ | 4–6 months |
| Enterprise-Scale AI | Platform-level AI, regulated systems, high-volume GenAI | $200,000–$1,000,000+ | 6–12+ months |
Usual cost drivers include:
- AI model complexity: 30% to 40%
- Data collection and preparation: 15% to 25%
- Infrastructure and tech stack: 15% to 20%
- Tools choice (open-source vs proprietary): 5% to 15%
- Long timelines and extended engagement: 5% to 10%
- Regulatory and compliance work: 5% to 10%
- Testing, validation, maintenance: 10% to 15%
What is the timeline from signing the contract to the first live use case?
The timeline from contract signing to the first live AI use case typically ranges from 2 to 18+ months, depending on project scope and complexity. Most AI development companies deliver value in phases, starting with a live pilot before expanding.
AI development timeline from contract to first live use case:
| Project Type | Typical Use Case | Time to First Live Use Case |
| Proof of Concept (PoC) or MVP | Simple chatbot, internal assistant, RAG prototype | 4–8 weeks |
| Mid-sized custom AI solution | Invoice automation, CRM agent, analytics tools | 4–6 months |
| Enterprise AI platform | Multi-agent systems, regulated workflows, supply chain AI | 9–18+ months |
The first live use case is usually a limited but real deployment, not a full rollout.
Top AI software development companies start with a PoC or MVP to validate data, workflows, and adoption. Enterprise AI takes longer due to security, compliance, integration, and operational readiness.
What is the typical ROI for AI solutions?
Across enterprise and B2B use cases, studies consistently show an average return of about 3.5× for every $1 invested, with top performers reaching up to 8× returns.
Most organizations see meaningful ROI within 12-18 months, and many deploy their first production AI use case within 6-12 months, which is when returns usually begin.
What is the difference between Generative AI and non-GenAI?
Generative AI (GenAI) uses the patterns it has learned to create something entirely new that didn't exist before. In contrast, non-gen AI is designed to analyze, classify, and predict based on existing data.
- Use GenAI when you need innovation and synthesis. If you need to brainstorm marketing copy, summarize a 50-page transcript, or generate a prototype logo, you want the "creator."
- Use Non-GenAI when you need accuracy and consistency. If you are predicting stock prices, diagnosing a disease from an X-ray, or calculating the fastest route home, you want the "judge" who focuses on facts and patterns.
Take a look at their main differences:
| Area | Generative AI (GenAI) | Non-GenAI (Traditional/Discriminative) |
| Core function | Generates new content | Analyzes or predicts from existing data |
| Typical output | Text, images, audio, video, code, or summaries | A label, a number, or a probability |
| Flexibility | High | Medium to low |
| Predictability | Lower | Higher |
| Risk profile | Hallucinations, data leakage | Model bias, data quality |
| Best use cases | Assistants, copilots, content, exploration | Fraud detection, forecasting, optimization |
| Governance needs | High | Moderate |
What are the most requested AI development services at the moment?
Currently, the most requested AI development services are LLM integration with retrieval-augmented generation (RAG), along with AI agent development.
According to Diffco, the demand for traditional machine learning models is declining, largely because businesses seek complete systems rather than standalone models.
The table below compares client demand across services, by share of engagements:
| Service | Share of total demand |
| LLM/chatbot integration | 20% |
| AI agent development | 20% |
| Custom model fine-tuning | 15% |
| RAG pipelines | 15% |
| Computer vision | 10% |
| Predictive analytics/ML models | 10% |
| Ongoing model maintenance and monitoring | 10% |
What are the best AI companies in 2026?
The best AI development companies in 2026 are:
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