Discover how a federal contractor overcame challenges in AI integration by partnering with Opinosis Analytics to develop custom AI solutions, enhance scalability, and seamlessly integrate advanced AI models into existing systems.
Organization Supported: Centeva, LLC
Number of Employees: ~100-200
Service: Custom AI Solution Development
Objective: Bridge the gap between Centeva’s business needs and its technical challenges, delivering tailored, integration-ready AI & Generative AI solutions that enhance federal acquisition products of government agencies that Centeva supports.
Client Overview
Centeva, LLC is an IT services provider with 15+ years of experience supporting the Federal Government. Specializing in systems, software, integration, and data management, Centeva delivers customized solutions to drive modernization for federal agencies. The company has executed over 35 mission-critical IT initiatives, offering services such as agile development, system integration, cloud migration, analytics, and end-user support.
Overview
As a leading player in the federal acquisition space, Centeva was seeking ways to enhance its products through AI and machine learning to automate tasks, improve efficiencies, and provide more value to its clients. However, their internal resources were not equipped to develop scalable AI solutions, prompting them to partner with a trusted AI consulting firm.
Challenge: Bridging the Gap Between Business Goals & AI Development Expertise
Centeva faced significant challenges in integrating AI into existing systems. While their internal team had extensive expertise in full-stack software technology, they lacked the specialized knowledge to build custom AI solutions and data models.
The company initially hired in-house data scientists but quickly realized that their internal team lacked the capacity to scale AI development effectively. They needed external help from a consulting firm that could bridge the gap between their business needs and the technical challenges of AI.
The key challenge was finding a partner with experience in custom AI development and data modeling—one that could design solutions tailored to their specific needs, enhance their products, and integrate seamlessly with their existing systems. Also, they needed a partner who understood how to use the right models for the task, as they were constrained by non-cloud options. This need for AI expertise led Centeva to seek a dedicated AI consulting firm with a proven track record of developing large-scale AI solutions that integrate with existing complex business processes, leveraging the most suitable AI tools for the task.
“We struggled to integrate AI into our existing systems. Our team was strong in full-stack technology, but we lacked the specialized AI and ML expertise needed to create tailored applications. We realized that our resources were better utilized by seeking dedicated AI experts, so we decided to seek help from a consulting firm with expertise in AI development and data modeling.”
Our Solution: A Tailored AI Development Approach
Centeva chose Opinosis Analytics as their AI consulting partner for several key reasons.
- Consultative, Collaborative Approach: We focused on understanding Centeva’s business challenges, goals, and market needs.
- In-Depth Assessment: We assessed Centeva’s needs and aligned the AI development with the company’s strategic objectives.
- Strategic Planning & Risk Management: We provided a comprehensive roadmap for the project, identifying potential risks and planning for long-term success. This helped Centeva avoid pitfalls and manage the complexities of AI development.
- Tailored AI Solution: Using a methodical approach, we developed custom AI solutions designed to meet Centeva’s unique requirements to address automation problems in the federal acquisition lifecycle. Our solution had low latency and high accuracy and scaled to support varying usage volumes. The solution was also tested with ground-truth data and real users.
- Close Collaboration: Opinosis Analytics worked closely with Centeva throughout the project to ensure alignment with business goals.
- Managed Phases: The project was broken down into manageable phases with clear milestones.
- Regular Progress Updates: Recurring meetings allowed Centeva to track progress, make adjustments, and ensure the project stayed on track.
“We chose Opinosis Analytics because of their focus on collaboration and thorough assessment from the very beginning. They took the time to understand our business challenges, which was incredibly important given our niche market. The consultative approach, combined with their strategic mindset, helped us define clear objectives and ensured that we were aligned every step of the way.”
Results: Successful AI Integration and Enhanced Products
As a result of Centeva’s collaboration with Opinosis Analytics, Centeva has been able to develop effective AI solutions that integrate seamlessly into its products in the federal acquisition space. We helped Centeva navigate the complexities of AI development and integration by architecting low-latency, non-cloud models that prioritize both data security and cost-efficiency. This ensured the final product was not only high-performing but fully aligned with their business goals and ready for deployment in highly regulated environments.
“Working with Opinosis Analytics has been a highly positive experience. Their collaborative approach, combined with a strategic mindset, ensured that we were aligned every step of the way. Opinosis took the time to understand our unique business challenges, delivering tailored AI solutions that met our needs and helped us mitigate risks. Their open communication, reliability, and professionalism were exceptional throughout the project. We’re extremely satisfied with the outcome and would absolutely recommend Opinosis Analytics to others.”
Conclusion
Before partnering with Opinosis Analytics, Centeva struggled to translate their internal data science efforts into tangible business outcomes. Despite having an internal team, they faced significant hurdles in moving AI beyond the experimental phase into a functional product.
Through our strategic partnership, we bridged that gap. We moved Centeva from internal roadblocks to the successful deployment of a custom, production-ready AI solution for their federal acquisition products. By architecting high-accuracy, local models that operate with low latency, we ensured their platform remained secure and high-performing without the costs or risks of cloud dependency.
This collaboration didn’t just deliver a tailored technical solution; it empowered Centeva’s internal teams with the specialized knowledge and tools needed to maintain and scale their AI capabilities independently. By aligning every technical decision with their core business goals, we helped Centeva achieve measurable efficiencies and deliver superior value to their federal clients.
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Good Methodology and Foundation for our Large Company
The methodology Opinosis Analytics came with was a great involvement of all the team. We worked with them. We defined with them. So they were very engaged. And I think this is, in the long term, very good for the company. We now have a very detailed document of all our processes. So it’s a very good and valuable start. If we want to start developing the software recommended, we know where to start. We have a very good foundation to start conversations with potential software developers and so on, and that was not existing before…We look forward to our ongoing collaborations with Opinosis Analytics.
Opinosis Analytics Helped Us Mitigate Risks…
Working with Opinosis Analytics has been a highly positive experience. Their collaborative approach, combined with a strategic mindset, ensured that we were aligned every step of the way. Opinosis took the time to understand our unique business challenges, delivering tailored AI solutions that met our needs and helped us mitigate risks. Their open communication, reliability, and professionalism were exceptional throughout the project. We’re extremely satisfied with the outcome and would absolutely recommend Opinosis Analytics to others.
Impressive Work Quality…
Dr. Ganesan’s knowledge of Natural Language Processing (NLP) and text mining methodologies and their application to solve real-world problems is very impressive. She is able to understand the business goals and then apply and recommend the algorithms that would be most effective. She is also able to plan and estimate her work very well, which is very helpful and reassuring, especially when one is exploring an unfamiliar territory. Her work is of very high quality. Her communication skills are excellent and she is able to explain and support her work and her recommendations very well.
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