AI Agents & LLM Integration
RAG systems, AI agents, and LLM features shipped to production, with costs and evaluation built in.
How we approach ai agents & llm integration
Most AI projects don't fail on the model. They fail on data readiness, missing evaluation, and nobody owning the workflow the AI is supposed to live in. We build RAG systems, AI agents, and LLM features that actually reach production, with the unglamorous parts done: clean retrieval pipelines, evaluation harnesses, guardrails, and human-in-the-loop checkpoints where the stakes demand them.
We're equally comfortable adding AI to software you already run as building new, and we watch the inference bill as closely as the accuracy numbers. An AI feature that works but costs several times its value doesn't survive the next budget review, so cost design is part of the architecture, not an afterthought.
In every engagement
Scope flexes to the problem, but these are the things you can count on us bringing.
- RAG and retrieval pipeline design and build
- Agent workflows with guardrails and audit trails
- LLM cost optimization: caching, routing, right-sizing
- AI readiness assessment and 90-day pilots with kill/scale gates
Industries we know well
The same service, sharpened by the regulations and realities of your sector.
Healthcare
EHR-integrated builds and clinical software for health systems.
Retail & E-commerce
Commerce platforms, storefronts, and fulfillment systems.
Beverage Alcohol
Daily off-premise retail intelligence for suppliers and distributors.
Finance & Banking
Secure, compliant platforms for financial services.
See it on your own data.
Book a 30-minute demo. We'll walk through Shield Suite with your use case in mind.