We clean, structure, and index your enterprise data to make it AI-ready. From unstructured documents to large knowledge bases, our RAG data preparation services ensure high-quality retrieval, reduced noise, and faster access to relevant information.
Computools designs custom retrieval systems tailored to your business. Using vector databases, semantic search, and embedding optimization, we build retrieval pipelines that integrate seamlessly with large language models (LLMs) for accurate, real-time responses.
Our engineers create advanced retrieval algorithms that improve relevance ranking and reduce hallucinations. By fine-tuning similarity search, hybrid search, and context filtering, we deliver AI systems that provide factual, trustworthy answers.
We enhance your large language model prompts with dynamic, retrieved context. Our RAG prompt engineering services improve accuracy, personalize outputs, and ensure your AI systems generate responses grounded in domain-specific knowledge.
Computools audits and optimizes existing RAG pipelines for performance, accuracy, and reliability. Through relevance scoring, latency reduction, and retrieval tuning, we continuously improve your RAG solution to scale with growing data and user needs.
Our expert team provides end-to-end guidance on RAG adoption. From strategic roadmaps to hands-on workshops, we help your enterprise understand, implement, and scale RAG systems that align with business goals and compliance requirements.
Chief Delivery Officer
Our client, a major European automotive brand, required assistance developing situational awareness and obstacle detection software. The team at Computools helped build the tool used to generate labelled data from the video stream and advised on selecting image processing algorithms, such as SIFT. The solution can detect obstacles, recognise traffic signs, create situational awareness and thus contribute to self-driving decisions. The digitally transformed system was used to train the machine learning models.
Our client, a service provider in the dental healthcare space, has benefited from the upgrade of a dependable, modular, and adaptable platform to assist orthodontists. The platform swiftly processes images by integrating AI and digital transformation into dental care practices, generating analytical reports within seconds. It facilitates the markup of reference points on X-ray images, assisting in planning medical intervention procedures.
Computools is a global software engineering and consulting company with 250+ engineers, 400+ delivered projects, ISO 9001/27001 certifications, GDPR & HIPAA compliance, Microsoft and AWS Partner status—trusted by Visa, Epson, IBM, Dior, Bombardier and the British Council.
Total Projects Delivered
400+ projects delivered by Computools, but it’s not just a number. Each one represents a unique business story, shaped by challenges, goals, and real impact.
Experts
Tap into the power of 250+ certified experts with strong tech skills and deep industry-specific expertise. From startups to Fortune 500s, we deliver high-impact software solutions globally, on time and at scale.
Rating on Clutch
Rated 4.9/5 on Clutch by clients worldwide for reliability, performance, and results. Trusted by global businesses to consistently deliver real value.
01.
We deliver high-quality software solutions on time and within scope. Our approach combines efficient resource management, process optimization, and cutting-edge technologies. We stay aligned with industry best practices and continuously adopt the latest tech trends to ensure top-tier service.
02.
Open communication and honest reporting are core to how we work. We provide full visibility into project timelines, financials, and progress. Transparent collaboration builds trust, and trust drives successful, long-term partnerships.
03.
We align our work with your strategic business objectives. From defining success metrics to adapting responsibilities and workflows, our team is accountable, flexible, and focused on achieving strong results for your organization.
04.
We adapt to each client’s unique needs with personalized approaches and scalable processes. By investing in our team’s professional skills and innovative methods, we ensure our services evolve to meet your goals, and outperform expectations.
They made everything easy for both patients and our team to use.
Their strong domain expertise clearly sets them apart.
Their disciplined approach to privacy and data handling was particularly impressive.
Their team demonstrated exceptional skill in transforming complex weather and risk data into practical insights.
Computools’ deep expertise in biometric technologies was really impressive.
Their expertise in transforming lending logic into a clear and automated workflow gave them a distinct advantage.
What impressed us the most was their product mindset; Computools always considered the end user’s experience.
“The team we collaborated with exhibited exceptional efficiency, innovative thinking, and unwavering dedication.”
“They proactively solve problems and make smart UX decisions that improve customer engagement.”
“The team was very friendly and had the highest level of competence, engagement, and project management.”
“Computools predicted all possible points of our business growth and implemented them into the project.”
“We were highly satisfied with their deep understanding of our fintech processes and their project management was really superb.”
“Computools is a highly professional company with a skilled and responsive team. Their ability to propose valuable improvements and their dedication to the project made a significant difference.”
“The most noteworthy value that stood out was their exceptional experience in developing AI software solutions.”
“We were deeply impressed with their technical expertise, transparency, and flexibility. The team was highly skilled, easy to work with, and always proactive in solving challenges.“
“Computools offered non-standard solutions and maximized their investment in our business success.“
“Our company is impressed by their client-first approach and deep niche expertise.”
“A very comfortable collaboration and clear communication on every stage of platform development and maintenance.”
“After all these years, Computools never fails to arrive on time and with a quality that never ceases to amaze me. They work well as a team and are adaptable and communicative.”
“Within the first three months of its use, the designed program by Computools significantly reduced meter reading fraud by over 30%. Additionally, we saw a rise in operational effectiveness. Customer comments highlighted greater billing transparency and speedier service delivery, which contributed to an improvement in customer satisfaction levels.”
“They were professional, adapted to our short-notice needs, documented everything, and were transparent.”
“Thanks to Computools, we have seen a 15% growth in sales and a 40% boost in user satisfaction. Our image management has become more efficient, and our diagnostic capabilities have improved. Overall, the team has delivered a high-quality solution that meets our requirements.”
“Computools has significantly improved our LMS. The team holds regular meetings and provides detailed project reports, keeping us well-informed. We communicate via email, and overall, everything has gone smoothly.”
“Computools worked closely with us to understand our challenges. They developed a platform that integrated seamlessly with our existing infrastructure and Automatic Identification Systems (AIS) to capture private vessel data.”
“Computools’ work has had a positive impact on the client’s business. The team is flexible and responsive to the client’s needs. Their expertise has been key to the project’s success. Overall, the engagement has been positive.”
“Due to the platform’s use, the new products’ generated go-to-market timeline improves by 20%, cutting down on plan costs and, most importantly, enhancing the connection between the departments. The availability of near real-time information and the enhancement of the speed of decision-making are truly remarkable.”
“Thanks to Computools, we have successfully implemented our system and reduced the need for manual inspections. The team works in regular sprints and keeps us updated on progress. Their personalized approach, ability to listen, adapt, and continuously refine their methods are truly impressive.”
“Computools’ team truly impressed us with their dedication to the project, their ability to adapt to our processes, and their exceptional hard skills. This allowed us to identify many risks in the initial development stages and address some gaps in our processes. Professionalism, contribution, and flexibility are what define Computools. Based on my experience, I strongly recommend Computools for Dedicated Delivery and outsourcing project services!”
“Computools has delivered a functional solution that helped us increase revenue fivefold, reduce costs, and boost productivity. The team efficiently manages tasks in Jira and keeps us updated through weekly calls. Their productive approach and strong work ethic truly stand out.”
“Computools’ technical knowledge is impressive.They delivered the product on time, within the agreed budget, and fully aligned with our requirements.”
“Thanks to Computools’ efforts, we have seen compliance with deadlines and budget and team scalability as needed. The team has a confident project manager who delivers a professional and organized project. Moreover, Computools has quickly onboarded to the project and delivered fast results.”
“Thanks to the new solution, we’ve significantly reduced manual marketing workflows. Computools manages the project effectively, using Scrum methodology to execute tasks efficiently. Their problem-solving skills and ability to anticipate challenges set them apart from other providers.”
“Computools has successfully delivered everything as planned, adding value to the app. The team is highly approachable, tracks progress, and provides real-time updates via Slack. They maintain smooth communication through email and messaging apps, regardless of time zones.”
“I appreciated their accountability.”
“Computools has been responsible for creating a novel database and front-end solution, incorporating both the development portal for digital standards and a modern shop for the sale of these standards. Throughout the course of the project, we have been consistently impressed by the professionalism exhibited by the Computools team, as well as their detailed understanding of our client’s processes. Their expertise, commitment to our objectives, and consistent delivery of high-quality work are notable aspects of their service.”
“Thanks to Computools, the client saw a 35% increase in daily active users and a 25% rise in user retention rates. The Android app also saw a 20% reduction in load times. User feedback indicated high user satisfaction; the feedback highlighted the product’s enhanced navigation and content linkage.”
“They are some of the best software developers I ever had the privilege to work with. Among other skills, their project scope and time estimation are very good and when wrong will work around the clock to make the date especially if it has business consequences. Not only are they amazing software developers, but they are also great people to work with. I am in awe seeing their devotion.”
“Computools was selected through an RFP process. They were shortlisted and selected from between 5 other suppliers. Computools has worked thoroughly and timely to solve all security issues and launch as agreed. Their expertise is impressive.”
“After analyzing our requirements, Computools outlined potential solutions and deadlines for each stage. They designed the user flows and defined the user personas. They built the platform infrastructure and oversaw its implementation. Once we finished development, we conducted usability tests to assess their submitted work. Computools led an organized, agile team that adapted to our evolving needs. They listened to our feedback and managed their time well throughout the project.”
“The application perfectly meets the large-scale demands of the project, with the team creating an effective solution that works well and provides the required level of control. They were communicative, responsive, and proactive throughout the project, demonstrating their experience at all times.”
“The Computools team came to us with ideas, and that’s unusual. I’m satisfied that they gave us the right recommendations which are contemporary and relevant for today’s users. Because with other companies on previous projects, it was like pulling teeth to get them to make suggestions. The product received positive feedback even before being implemented and has led to significant customer and revenue growth.”
“We had to meet a significant increase in the development, so we needed to scale up relatively quickly but cost-effectively. The result definitely meets our expectations. The completed project received positive feedback for features and overall design. They’re very organized from a project management perspective and they’re technically competent. We appreciated their innovativeness, professionalism, and great communication skills. ”
“Their team has given us strong learning opportunities, and their developers are accommodating and collaborative.”
“We’re satisfied with the quality of work Computools deliver. They listen and try to understand our needs instead of finding new ways to charge us. We appreciate their transparent work structure. They kept us up-to-date regarding their progress throughout the entire development cycle. Knowing the system’s status throughout the coding process put my mind at ease.”
“They are very accommodating. They have very talented people. I’ve worked with hundreds of overseas developers and it’s not normal to have such excellent overseas developers. I don’t have to babysit Computools. They speak great English. They’ve also really helped with making suggestions on how to improve the product.
When we first launched our product at the beginning of the year, we were at 30,000 users a month and now we’re at 70,000. The bump in users is a result of the increased option rate and the new toys that Computoolls have built for me.”
“Computools developed software for our business to help automate our processes. Their team is very easy to speak to over Skype, where I can speak directly to a designated client manager, project manager, and the development team.”
“They were able to reduce the customer entry acquisition process from 2–3 weeks to 48 hours and have completely optimized all business processes. They’re a trustworthy company, full of integrity and great principles. They also communicate well in spite of the distance and resolve problems quickly.”
“They have a very positive attitude, which I enjoy a lot, and their technical skills are impressive. During this project, I got acquainted with their VP in charge of technical development, and he’s very impressive. Technologically, they are on the cutting edge of what they do. They use a lot of interesting technologies, which is good.”
RAG is an AI framework that combines large language models (LLMs) with a retrieval system. Instead of relying only on pre-trained knowledge, RAG retrieves relevant information from external data sources (documents, databases, knowledge bases) and uses it to generate accurate, context-aware answers.
Standard LLMs can hallucinate or provide outdated answers. RAG solves this by grounding AI responses in real-time, domain-specific data, ensuring accuracy, compliance, and reliability. This makes it ideal for enterprises that need factual, trustworthy AI solutions.
RAG systems can integrate with unstructured and structured data sources such as PDFs, Word documents, internal wikis, databases, CRM systems, cloud storage, and APIs. This ensures your AI has access to the most relevant and up-to-date business knowledge.
Yes. Advanced RAG systems can retrieve not only text but also multimodal data such as images, audio transcripts, or video content. This enables powerful use cases like visual search, knowledge retrieval from recorded meetings, or combining text and image context for richer answers.
Fine-tuning customizes an LLM with your domain data, but it is static and costly to retrain. RAG, on the other hand, dynamically retrieves information at query time. This means it can provide real-time, accurate answers without constant retraining.
Yes. With proper data governance, encryption, and access controls, RAG can be deployed in highly regulated industries like healthcare, finance, and legal. At Computools, we ensure data privacy, compliance, and security-first design in all RAG projects.
RAG empowers businesses by grounding AI in their own trusted data, delivering factual, real-time, and domain-specific insights instead of generic answers. This translates into smarter decision-making, reduced operational costs, improved customer experiences, all while ensuring accuracy, compliance, and scalability as the business grows.
Just write to us. Our team will review your needs, discuss your RAG project, and guide you through the next steps.
Computools | 341 Raven Cir, Camden Wyoming, Delaware 19934, US
