Ewa Koltunczyk (Karabon) Regulatory Specialist II at CID LINES, An Ecolab Company

5.0★

Mobile App Development Review from Ewa Koltunczyk (Karabon)

I recently had the pleasure of working with Alty to develop our mobile app. We needed a developer who was able to translate my vision and provide technical guidance. The experience has been nothing short of outstanding. From the initial consultation to the final product, Alty's professionalism, expertise, and dedication have exceeded my expectations. Alty has demonstrated a deep understanding of mobile app development and was willing to go the extra mile. Their ability to translate my ideas into a seamless, user-friendly, and visually appealing app is truly impressive

Adam Kubas Director at Institute of Physical Chemistry PAS

5.0★

Mobile App Development Review from Adam Kubas

Alty did excellent work for our department. The team prepared a high-quality and easy-to-understand development roadmap for Virtual Academy of Bioinformatics. Their positive attitude and willingness to learn made them a pleasure to work with. Overall, I highly recommend Alty for any development role. They have the skills, dedication, and professionalism to excel. Thank you for developing our app.

Rajesh Kasturirangan Founder at Socratus

5.0★

Web Development Review from Rajesh Kasturirangan

The team at Alty is indeed filled with tech engineers and assiduous individuals with excellent software development skills! The end product work had minimal bugs. Alty has exceptional communication skills, identifies top talent, and goes above and beyond to ensure a smooth development.

Jason Harvison CEO at Elevate

5.0★

Web Development Review from Jason Harvison

HDWEBSOFT did a fantastic work that aided the client in expanding their business, particularly in terms of growing website subscriptions. The project began on schedule and opened up a lot of opportunities for the business.

David Zalik CEO at Greensky

5.0★

Web Development Review from David Zalik

Using a smooth user interface, HDWEBSOFT effectively updated our landing page, enticing visitors to sign up for the product's waitlist. The staff provided a customized strategy and was incredibly responsive, driven, and enthusiastic. They also used ClickUp for project administration.

Max Levchin Co-Founder & CEO at Affirm

5.0★

Mobile App Development Review from Max Levchin

We've partnered with HDWEBSOFT who have created our app using .NET. The feedback from our customers we've received has been overwhelmingly good. We had heard positive things about the idea even before we released the app, so it's encouraging to see those comments continue once it has been out. HDWEBSOFT was set up from the start. The design team was outstanding; they completed the job on schedule and within our allocated budget. They followed a well-defined procedure that was in place.

Oksana Vobiachenko CEO at Neohiring

5.0★

Big Data Consulting Review from Oksana Vobiachenko

They worked on providing us with a comprehensive data architecture designed for scalability and security. A BI dashboard was created that allowed us to visualize key metrics from all our clients in one place, making it easier for us to get a comprehensive overview of our operations. They also set up real-time reporting capabilities that helped us respond to client needs faster and more efficiently. On top of that, Alltegrio recommended optimizations to our existing data pipelines, ensuring better data quality and improving decision-making. They also provided hands-on training for our internal team, ensuring we could manage and leverage the system without constant external support.

Yannick Berg CTO at Arbillion

5.0★

Big Data Consulting Review from Yannick Berg

Data Science and Analytics: Implemented models to enhance data-driven insights.Data Annotation: Optimized annotation processes for training models.Data Monetization: Developed strategies for extracting value from data assets.

Romit Karmakar Director at Capricon Technology

5.0★

Machine Learning Review from Romit Karmakar

To develop an AI-powered trading bot capable of analyzing market data, identifying trading opportunities, and executing trades autonomously to maximize returns and minimize risks.

Mitya Smusin CEO at Yellow Systems

5.0★

Staff Augmentation Review from Mitya Smusin

Solveit managed our comprehensive eCommerce project, developing a full-featured web platform with Node.js and React technologies. The agency also created a Flutter-based mobile app for seamless data synchronization across iOS and Android devices. We were thoroughly pleased with Solveit's expertise and adherence to deadlines. It provided timely updates and communicated openly about our project's status. Solveit's proactive approach and transparency were exceptional, particularly during the staff augmentation process, where the agency efficiently matched us with qualified candidates and facilitated a smooth onboarding. We were satisfied with Solveit's high-quality work and exceptional support.

Anna Harissis CEO and Co-Founder at OUT CO

5.0★

Design Services Review from Anna Harissis

They have an incredibly hardworking team at affordable pricing. SolveIt has built the app earlier than expected, and they continue to complete new tasks within the client's budget and timeline.

Gabriel Sabadin Founder & CEO at LifePal AB

5.0★

iPhone Review from Gabriel Sabadin

We engaged SolveIt to develop a minimum viable product (MVP) app, including a user-friendly iOS design, an artificial intelligence (AI) model, and a monetization strategy while ensuring General Data Protection Regulation (GDPR) compliance and preparing for future integrations. Despite a tight deadline, SolveIt delivered the app on time and efficiently handled beta-testing within three months, allowing us to gather feedback and launch successfully. We acquired our first 1,000 users within a month of launching the app. SolveIt's team communicated effectively, addressed issues proactively, and maintained a high level of autonomy, bringing diverse expertise that greatly benefited our project. We appreciate the agency's dedication and professionalism.

Khrystyna Sliana Digital Marketing manager at Red Jumpers

5.0★

Software Development Review from Khrystyna Sliana

The Chudovo team helped us with the implementation of the blockchain-based financial platform. The hired developers had extensive experience in the development of secure smart contracts. The team has built a robust infrastructure in order to support multiple DeFi dApps. With Chudovo, we have delivered audited, gas-optimized smart contracts, integrated wallets and protocols, and implemented scalable back-end architecture. The blockchain developers worked as part of our team. Due to the proactive approach of the software engineers, we were able to deliver the project according to the deadlines.

Olha Chura Lead of Marketing at Kitrum

5.0★

Software Development Review from Olha Chura

Chudovo provided a professional ASP.NET developer who joined our team and took over the ongoing maintenance and modernization tasks for the online lending platform. Their expertise was important to assist in breaking the monolithic platform into microservices and migrating it to the latest .NET version. Communication was professional and consistent, and the software engineer was proactive and adaptable throughout the engagement. Chudovo delivered top-quality results and contributed significantly to the success of our project.

Michael Craighead President & CEO at Nero Digital Design

5.0★

Web Development Review from Michael Craighead

MEDUZZEN exceeded all expectations with their professionalism, kindness, and outstanding communication. After reviewing bids from multiple companies, Meduzzen stood out for their responsiveness and expertise. Michael helped define our website needs, and Irina brought the vision to life with patient, attentive support. Weekly meetings, video updates, and reminders made the process seamless, and their knowledge of HIPAA compliance and healthcare-specific requirements was invaluable.Im thrilled with the final website and highly recommend Meduzzen for their exceptional service and results!

Rajesh Kasturirangan Founder at Socratus

5.0★

Web Development Review from Rajesh Kasturirangan

The team at Meduzzen is indeed filled with tech engineers and assiduous individuals with excellent software development skills! The end product work had minimal bugs. Meduzzen has exceptional communication skills, identifies top talent, and goes above and beyond to ensure a smooth development.

Chris L. SVP Engineering at Instil

5.0★

IT Services Review from Chris L.

Meduzzen team has met all deadlines, which is one of the main reasons we've continued our collaboration with them for so long our clients are very important, and delivering on time is key.

Marcus Payams Owner at Nos Apps LLC

5.0★

Mobile App Development Review from Marcus Payams

Bhavin, Lincy, Aastha, and their team helped tremendously in developing the mobile app, integrating AI into the app, and assisting in gaining access to API plugins for Hotel + Flight listings. 100% recommend!

Michael Gonzales Founder at Yumy Brands LLC

5.0★

Startup Review from Michael Gonzales

We would not have been able to develop our fan platform without the incredible talent of IIH Global. The development team is the best in the industry.

Omar Atamny CEO at Lule Technologies

5.0★

Web Development Review from Omar Atamny

Very professional and independent, I can rely on them to do the work without much supervision, they put their own thinking and effort to the process which makes my work and life much easier, I highly recommend IIH Global.

Aleksandr Mitskikh Executive Director at Mighty Plus

5.0★

IT Services Review from Aleksandr Mitskikh

Jay.devs supplemented an in-house development team to speed up the production of a dog-care mobile game. The game incorporates AR using Unity3D technology for Android and iOS. The game has been received very positively so far, securing a 5.0 average rating across more than 100 downloads in its first year. The engineers from Jay.devs were extremely professional and effective, delivering quality code in a timely manner and addressing all concerns upfront as they arose.

Olga Shishko CCO, Olga Shishko at Dynevo

5.0★

Staff Augmentation Review from Olga Shishko

Jay[D]evs quickly augmented our team with 2 Java developers to create data analysis software in the eCommerce industry. During our work, they proved to be professionals in their field. We liked the atmosphere in the team and their attitude toward business goals. They always suggested new ideas and were a full-fledged part of our team. (Verified via email)

Trofim Eremenko CEO, Owner at Eremenko & Polomani

5.0★

IT Services Review from Trofim Eremenko

JayDevs assisted Eremenko & Polomani in deploying the data science platform and setting up the AWS infrastructure. The client, a project coordinator, recognized JayDevs' professionalism. The agency addressed all questions quickly, solved all technical issues, took initiative, and spent little time on paperwork. JayDevs impressed the client with its leadership skills, willingness and ability to take responsibility, and prompt attention in answering its questions. (Verified via email)

Helen Los Head of Product at NA

5.0★

Web Development Review from Helen Los

We recently had the privilege of working with the Gera-IT team on a healthcare project to enhance scheduling and operational efficiency in hospitals. I cannot express how impressed I am with their exceptional performance and service. First and foremost, I must applaud their outstanding communication throughout the project. Their team was always available, responsive, and willing to address our concerns and questions. They demonstrated a deep understanding of the healthcare domain, making them a valuable partner.What truly sets Gera-IT apart is its expertise in the healthcare sector. It was evident that they had a deep understanding of the unique challenges and intricacies within the industry, like data security and compliance with the regulations. They always provided us with a few possible solutions to implement, providing the estimation of risks and consequences. Also, Gera-IT met all deadlines precisely, so we started implementing the system as planned. I wholeheartedly recommend Gera-IT to anyone in need of healthcare solution development. Their exceptional communication, unparalleled expertise in the healthcare domain, on-time delivery, and fair pricing make them an outstanding choice.

Anna Kryzanovskaya Product Owner at BudSvetom

5.0★

Web Development Review from Anna Kryzanovskaya

I am fully satisfied with cooperation with Gera-IT. Smart and knowledgable developers, business analysts and project manager. They offered many options and functions I didnt know about and which were so useful after all. I loved the friendly atmosphere of our communication from one side and very responsible reporting system from the other side. The price is absolutely adequate for the value they bring, I highly recommend this company for entrepreneurs who are interested in web development

Alex Borodin Chief Operating Officer at VT Labs

5.0★

eCommerce Development Review from Alex Borodin

I’m the COO of VT Labs. We often have an urgent need to scale our team in a short time to reach the highest goals, so we apply to Gera-IT as we are working in partnership for years. For the current project, we needed 2 senior full-stack developers, and luckily we found both in the Gera-IT team. Recruitment was very smooth and engineers are the true professionals. We share the same values to bring the best result to a client, and we are more than satisfied with our cooperation.

Cristian Zaharia Finance Director at UiPath

5.0★

Mobile App Development Review from Cristian Zaharia

Faster Than Light is a phenomenal development partner. They took the time to truly understand our high-level strategic goals and executed the development flawlessly. Their responsiveness and adherence to timelines were remarkable, making the entire process stress-free. The quality of the final deliverable speaks for itself, and they managed to deliver maximum value within a highly competitive cost structure. They are professional, agile, and transparent. I would absolutely work with them again and highly recommend their services.

Bogdan Savchuk CBDO at Findigo

5.0★

Software Development Review from Bogdan Savchuk

We reached out to Faster Than Light to help build an agritech web solution for harvest management for one of our long-term customers, who launched their new agriculture project. They had to design and build the platform from scratch, ensuring it would handle high loads of data effectively. During the project, I really liked their attention to details and care about the product. As soon as they understood the business needs, they went deep into research to make sure the final product would meet them.

Anna Krebs Account manager at CreativeIT

5.0★

IT Services Review from Anna Krebs

Mitrix Technology partnered with Creative IT to enhance an existing case management system. They augmented Creative IT's team with a Frontend Angular developer, who contributed to a range of improvements, including streamlined navigation, integrated case addition, enhanced search functionality, document viewing capabilities, trial schedule tracking, planner establishment, scheduled event edit monitoring, code library selection, and application structure shaping. These enhancements resulted in a significantly improved case management system that is more performant, usable, and maintainable. Mitrix Technology's expertise, team augmentation approach, and client-centric focus made them a valuable asset to the project. We strongly recommend Mitrix Technology as a reliable and innovative IT services provider to businesses seeking to achieve their software development goals.

Aniruddh Diwan Development Head at Web Tech

5.0★

Web Design Review from Aniruddh Diwan

Netclues delivers the most significant possible development experience...helpful, attentive, knowledgeable, and innovative. Because "they earned it," I award Netclues the 5-star rating.

Tony Semos Sales Department at Tony Semos

5.0★

Digital Marketing Review from Tony Semos

This time I went up to Netclues for digital marketing services. I was super amazed to know that they have specialists in this field. I wanted them to take care of social media marketing, and they did it so flawlessly without nagging me and complete it before the deadline. I was satisfied.

Top E Position Broker Owner at Top E Position

5.0★

Real Estate Review from Top E Position

I approached Netclues to design a real estate website for my business and they did an amazing job. Their hands on experience with MLS and the real estate tool set was extremely useful for us. They also assisted us with Google Ads, Social Media Marketing, Search Engine Optimization and more. Overall I am extremely happy with their product and service and I will highly recommend Netclues to anyone looking to get any kind of website design especially Real Estate.

Sam Forline Owner at Blue Collar Scholars

5.0★

Software Development Review from Sam Forline

We needed to transfer software tech stack of our company and improved the front-end design. Virva first helped us set up our Azure tech stack and transfer the code base. They enhanced the front-end interface, built new customer dashboards, and developed additional modules. They delivered a ready applications now live with our customers. Their model of assigning dedicated developers ensures consistent resources and outstanding work quality. Working with Virva feels like a partnership, and they have also made strategic connections to support our growth.

Jim Windgassen Engineering Fellow at Northrop Grumman

5.0★

Web Design Review from Jim Windgassen

we wanted virva to redesign our website for a transformative experience for our Defense and Space Manufacturing business. Their team thoroughly understood our industry's unique demands and delivered a site that is not only visually stunning but also highly functional and secure. The new design effectively showcased our capabilities and projects, enhancing our credibility and appeal to clients and stakeholders.Throughout the project, virva maintained clear and consistent communication, ensuring our vision and requirements were met. They adhered to deadlines meticulously and demonstrated exceptional professionalism and expertise. The responsive design has greatly improved user experience across all devices, and the site's enhanced performance has significantly boosted our online presence and engagement.

Storey Jones Founder& CEO at dtour.life

5.0★

SEO Review from Storey Jones

Our leads have increased fourfold and our keywords are now ranked well thanks to Virva. Monthly visits to the website also rose. We found the deliverables to be satisfactory. Their group was articulate, focused on the details, and informed.

Vadym Hryshchenko Head at NGO Typical Dymer

5.0★

Web Development Review from Vadym Hryshchenko

We worked with Citrus Dev on website developing for our NGO, and the experience was outstanding. The project was delivered on time, within budget, and the quality exceeded our expectations. Communication was smooth and efficient throughout the entire process, making collaboration easy and productive. We highly recommend this team for their professionalism and exceptional work.

Mark Joy Founder at markhjoy.com

5.0★

Mobile App Development Review from Mark Joy

Dima S. responded to one of my job postings on Upwork for creating an audio-related application. He explained the estimated cost of developing such an app, and advised that it would be much more costly than I had anticipated. I was not familiar at all with the costs associated with developing apps, so his explanation was very helpful.He saved me money by going above and beyond to research existing apps that provided similar functionality to the requirements I was seeking. He also found instructions for using native Apple settings for audio that would solve my problem. The settings he found even allowed import of an audiogram that I had gotten at the audiologist for my specifc problem.Though he did not end up developing an app for me, Dima saved me a ton of money by spending his time to research possible existing solutions which I had not found during my own search.I would highly recommend Dima for his level of care for projects and his customers.

Anna Abdulova CEO at Abdulova. Running coach.

5.0★

WordPress Website Design Review from Anna Abdulova

Working with CitrusDev was very comfortable and convenient.CitrusDev developed a website (WordPress) for me with the services I provide to my clients.Since I have a shortage of time, it was important that the team did not need my constant involvement in the process.After discussing all the details, we met a few times to decide on further actions and make corrections.The work format was convenient and clear. And most importantly, it was flexible.The team responded quickly when changes were needed and gave advice for better results.I am happy with our joint project and want to thank CitrusDev for their professionalism and ease of work.Thank you.And I recommend them.

Kjael Skaalerud Managing Partner at Skaling Ventures

5.0★

Software Development Review from Kjael Skaalerud

Start Matter is an exceptional development agency that executed on a project many said couldn't be done due to the level of tech debt in play. They are professional in everyway - from project management and communication, to execution and thoughtful strategic advice. HIGHLY recommend!

Murray Gray Founder at Xperiencify

5.0★

Software Development Review from Murray Gray

Our experience working with Start Matter was incredible. In a haystack full of development firms who over-promise and under-deliver, feel lucky to have found them.

Salama Ali Founder at Greenbill

5.0★

Startup Review from Salama Ali

I strongly give my recommendation to IT Craft developers teams. I had the most successful project management experience with their full ownership and execution of my ideas for the greenbill MVP. The team is reliable and working with integrity across all of the project phases and aspects. You will find them always available and punctual. Finally I would remark their services as Excellent project Managment, planning and meeting deadlines.

Mustafa Alhashmi Founder at ٍSmart Navigation System

5.0★

Mobile App Development Review from Mustafa Alhashmi

With IT Craft team we have managed to design and implement location-based solutions that are among the best in the world. Indoor location solutions, school bus system and 3D buildings with VR. IT craft team has shown ultimate level of integrity, innovative design, high quality, and timely delivery. We strongly recommend the partnership with IT Craft as this well lead to sustainable value creation and delivery

Prashant Shrivastava CEO at FSL11

5.0★

Web Development Review from Prashant Shrivastava

We used custom website development services provided by the Innosoft team. We are fully satisfied with the communication, quality of the end product, and service level. They helped us in detecting some problems with user experience, although that wasn't a part of the project scope. Recommended as a reliable technology partner.

Kerry Cooper Senior Vice President of Medical Affairs at Vera Therapeutics

5.0★

Software Development Review from Kerry Cooper

We partnered with Softellar to modernize our patient records management system and improve overall healthcare delivery, and the results have been outstanding. The project was essential for us, especially during the pandemic, when remote care became a necessity. Softellar's team developed a comprehensive healthcare solution that seamlessly integrated a central patient records management system, telemedicine capabilities, remote health monitoring features, and full regulatory compliance.Their deep understanding of our unique needs and workflows allowed them to customize the solution effectively, creating a user-friendly system that reduced delays and significantly improved patient care. The telemedicine functionality ensured uninterrupted care during the pandemic, while remote health monitoring provided us with valuable insights into patient conditions, enabling proactive interventions.What impressed us most was Softellars flexibility and responsiveness. They delivered the project on time, made adjustments when needed, and ensured the system worked perfectly with our existing infrastructure. Their attention to detail and commitment to user experience made the system easy to adopt with minimal training for our staff.

Ariel Elkayam VP, Head of Product at LoanStreet Inc.

5.0★

Staff Augmentation Review from Ariel Elkayam

Softellar has been a game-changer for LoanStreet, providing exceptional IT Staff Augmentation that seamlessly integrated with our team. They invested time in understanding our platforms needs, demonstrating a deep grasp of our technical and business objectives. Their engineers were not only highly skilled but proactive problem solvers, helping us tackle challenges in real-time data tracking and loan portfolio performance. They also proved remarkably adaptable, adjusting to regulatory-driven priority shifts without sacrificing quality or efficiency.One standout project involved enhancing our platforms user experience for credit unions, banks, and lenders. Softellar's team went beyond mere implementation by offering valuable feedback on design and usability, significantly improving client engagement and satisfaction. They also provided comprehensive post-project support and knowledge transfer, empowering our team to manage and scale independently.

Stephen Haffer Chief Customer Officer at Big Lots

5.0★

Growth Marketing Review from Stephen Haffer

Working with Yoram and the Audience11 team has been transformative for our performance marketing. Their operating system doesn't just provide datait delivers actionable intelligence that drives real results.The team's professionalism stands out from day one. They took time to understand our unique challenges and tailored their approach accordingly. What impressed us most was their ability to combine strategic insights with practical, implementable solutions that we could execute immediately.The impact has been measurable: we've streamlined our marketing operations significantly, eliminating redundant processes and improving campaign efficiency by reducing wasted ad spend. This operational improvement directly translated to enhanced sales growth through better audience targeting and conversion optimization.Yoram's leadership ensures the entire team maintains exceptional responsiveness and accountability. They don't just hand over recommendationsthey partner with you through implementation and optimization.For any company looking to elevate their performance marketing beyond basic analytics to a true operating system that drives growth, A11 delivers exceptional value. The ROI has far exceeded our expectations.

Elton Tucker Vice President at Me Too Shoes

4.8★

Digital Marketing Review from Elton Tucker

Working with Audience11 has been one of the best decisions we've made for our business. From day one, they got our brand's not just the look and feel, but who were trying to reach and how to actually convert clicks into real customers.They helped us scale our paid ads (especially on Meta and Google) while keeping our ROAS super healthy. We saw more traffic to our product pages, stronger engagement, and most importantly more sales. They were constantly testing creatives, tweaking audiences, and pushing ideas that actually worked.Its rare to find a marketing team that feels like a true extension of your business but thats exactly what they are. If youre in retail or footwear and looking to grow, these are your people.

Evan Merali Managing Director at Raymond James

5.0★

Web Development Review from Evan Merali

We had a great experience working with Ezulix for the Web Development project. We were already impressed with their prolific experience in the same field coupled with reasonable pricing. Our project was complex and the architect at Ezulix conducted thorough review and displayed an impeccable understanding of the the functionalities and implementations.All of the deliveries were made in the timely manner. We highly recommend their services to anyone looking for blockchain application development.

robert burr Executive Vice President at Prince Contracting, LLC

5.0★

Software Development Review from robert burr

Ezulix has focus on a highly responsive portfolio management solution capable of handling thousands of large, complex projects. The agency developed core technologies for the platform while collaborating closely with their team. Although remote work posed some challenges, we remarked that Ezulix's efficient project manager worked diligently to solve communication issues.

Ruth McMenamin Head of Marketing at Canopy & Stars

5.0★

eCommerce Development Review from Ruth McMenamin

The team rarely encounters a design that truly leaves them in awe, but Ezulix's work perfectly captured the desired temperament and even surpassed expectations. The feedback from existing users familiar with the old website has been overwhelmingly positive. Every aspect of the UX/UI design contributed to creating a website beyond what was initially envisioned. The team wholeheartedly recommends Ezulix for exceptional design solutions.

Valentin Garnier Co-Founder & CEO at Data Island

5.0★

Software Development Review from Valentin Garnier

Ahex Technologies developed a functional dashboard for our data science and consulting company. I was impressed by the agency's fast and efficient work. Maninder's years of experience were worth the investment. He approached the project professionally, delivering high-quality work that exceeded my expectations. I highly recommend Ahex Technologies' for its efficiency and expertise.

John Paul Managing Director at MatrixOne Tech Solutions

5.0★

Staff Augmentation Review from John Paul

We hired Ahex Technologies with the specific goals of developing a scalable and efficient web application tailored to our business needs. Our primary objectives were to streamline our internal processes, enhance user experience, and ensure seamless integration with our existing systems. We also aimed to reduce time-to-market for our product and improve overall operational efficiency through automation and robust backend support.Ahex Technologies was brought on board to leverage their technical expertise, provide a dedicated development team, and deliver a solution that could support our long-term business growth.Ahex Technologies has created a web app for a workforce aggregation company. The team has been involved from the conceptualization stage to post-launch support. They also provide ongoing maintenance services. The project delivered by Ahex Technologies resulted in a significant improvement in our operational efficiency. Specifically, we saw a 35% reduction in manual processing time, a 25% increase in overall productivity, and a 20% faster turnaround for customer orders. The new system also enhanced data accuracy by 40%, leading to more informed decision-making. Post-launch, customer satisfaction scores improved by 15%, reflecting the seamless user experience of the application. These measurable outcomes underscore the project's success in meeting our business objectives and driving tangible results.

Meenakshi Bilwal Mid-Senior Level at CloudsR Technology

5.0★

Data Science Review from Meenakshi Bilwal

The solution provided by the Spiral Mantra team involved creating a data identity to identify and extract the right data when needed using DDL; this made it easier for the data team to extract data much faster when needed.The solution improved decision making with reports that are formed with processed data. This has not only improved their overall loan management system but has created a sustainable and future-proof pipeline of data.