Tailored AI Implementation
Custom AI solutions aligned with your data and domain.
Where we are
LLM, RAG, vision, and predictive systems integrated seamlessly into your environment. We build custom AI solutions that fit your data, your domain, and your workflows—so you get maximum value without one-size-fits-all compromises. Whether you need a domain-specific assistant, a document intelligence pipeline, or a predictive model tuned to your operations, we align the solution with your goals and constraints.
Focused on measurable ROI and operational impact. Every implementation is designed with clear success metrics from day one: pilot scope, KPIs, and a path to production. We help you track and scale what works, iterate on what doesn’t, and avoid overbuilding. Our engagements often start with a focused use case and expand as you see results—so you invest with confidence.
We work across industries and domains: legal, healthcare, manufacturing, retail, and more. Our team brings experience in NLP, computer vision, time-series forecasting, and LLM/RAG systems, and we stay current on the latest models and techniques. The outcome is a solution that feels built for you—because it is.
Why Tailored AI?
Off-the-shelf AI can get you part of the way, but domain-specific accuracy, compliance, and integration usually require a tailored approach. We combine proven building blocks—foundation models, RAG, vision APIs—with custom data, fine-tuning, and workflow integration so the solution fits your terminology, your processes, and your quality bar.
From discovery and scoping through pilot and production, we work as an extension of your team. You get transparency into how the system works, ownership of the data and models, and a clear roadmap for maintenance and evolution. Our aim is to leave you with a solution you can run and improve long after we’ve handed it over.
Tools & Technologies we use
What We Do?
LLM & RAG Solutions
Custom large language models and retrieval-augmented systems tuned to your data and domain. We build internal knowledge bases, document Q&A, and customer-facing assistants that speak your language and cite your sources. Integration is seamless: we plug into your auth, your content stores, and your workflows so users get accurate, relevant answers without leaving their tools. We handle chunking, embedding, retrieval, and prompt design so that hallucinations stay low and relevance stays high.
LLM & RAG Solutions
Custom large language models and retrieval-augmented systems tuned to your data and domain. We build internal knowledge bases, document Q&A, and customer-facing assistants that speak your language and cite your sources. Integration is seamless: we plug into your auth, your content stores, and your workflows so users get accurate, relevant answers without leaving their tools. We handle chunking, embedding, retrieval, and prompt design so that hallucinations stay low and relevance stays high.
Vision & Predictive Systems
Computer vision and predictive analytics built for your use cases: quality inspection, defect detection, demand forecasting, churn prediction, or anomaly detection. We train or fine-tune on your data so the models reflect your environment and your definition of “normal.” Deployment options range from edge devices to cloud APIs, with latency and cost tuned to your requirements. The focus is always on accuracy and operational impact—metrics that matter to your business.
Vision & Predictive Systems
Computer vision and predictive analytics built for your use cases: quality inspection, defect detection, demand forecasting, churn prediction, or anomaly detection. We train or fine-tune on your data so the models reflect your environment and your definition of “normal.” Deployment options range from edge devices to cloud APIs, with latency and cost tuned to your requirements. The focus is always on accuracy and operational impact—metrics that matter to your business.
Domain-Specific NLP & Classification
When generic models aren’t accurate enough, we build custom NLP and classification pipelines for your domain: contract clause extraction, medical coding, sentiment in your industry jargon, or entity recognition in specialized text. We combine labeled data, fine-tuning, and evaluation frameworks so you get a system that performs to your quality bar and can be updated as your data and requirements evolve.
Domain-Specific NLP & Classification
When generic models aren’t accurate enough, we build custom NLP and classification pipelines for your domain: contract clause extraction, medical coding, sentiment in your industry jargon, or entity recognition in specialized text. We combine labeled data, fine-tuning, and evaluation frameworks so you get a system that performs to your quality bar and can be updated as your data and requirements evolve.
Pilot-to-Production Roadmaps
We don’t just build—we scope, pilot, and scale with you. Discovery aligns on use case, success metrics, and data availability; the pilot delivers a working solution in a bounded scope; then we plan the path to production: security, performance, monitoring, and handover. You get clear milestones, transparent pricing, and a team that stays until the solution is live and you’re confident running it.
Pilot-to-Production Roadmaps
We don’t just build—we scope, pilot, and scale with you. Discovery aligns on use case, success metrics, and data availability; the pilot delivers a working solution in a bounded scope; then we plan the path to production: security, performance, monitoring, and handover. You get clear milestones, transparent pricing, and a team that stays until the solution is live and you’re confident running it.
ROI-Focused Implementation
End-to-end implementation with clear metrics and milestones. We align every solution with your business goals and measure success in terms that matter to you: time saved, error reduction, revenue impact, or customer satisfaction. Dashboards and reviews keep stakeholders informed; post-launch support and iteration help you capture more value as you learn what works in production.
ROI-Focused Implementation
End-to-end implementation with clear metrics and milestones. We align every solution with your business goals and measure success in terms that matter to you: time saved, error reduction, revenue impact, or customer satisfaction. Dashboards and reviews keep stakeholders informed; post-launch support and iteration help you capture more value as you learn what works in production.
Case studies in Tailored AI
Discover how custom AI solutions are delivering measurable ROI and operational impact.
RAG-powered knowledge base for a legal firm
We built a retrieval-augmented system over the firm’s precedent and policy documents. Lawyers now get accurate, cited answers in seconds instead of manual search. The solution is integrated with their DMS and access controls; usage and accuracy are tracked so the firm can expand to more practice areas with confidence.
Custom vision for manufacturing QA
A manufacturer needed defect detection tailored to their product lines and lighting conditions. We trained custom vision models on their labeled data and deployed at the edge for real-time inspection. Defect escape rate dropped while false positives stayed low—delivering measurable ROI within the first quarter.
Predictive maintenance in industrial equipment
We implemented a tailored predictive maintenance solution using sensor and maintenance history data. The model identifies assets at risk of failure and recommends inspection or repair windows. The client reduced unplanned downtime and extended asset life, with clear attribution to the AI-driven recommendations.