AI Systems
Add real AI features to the product you already have.
We add language-model features to existing products in a way that is reliable, safe, and affordable to run, not a demo that breaks in front of real users.
Your information
Documents, records, and rules you already have
AI step
Answers, extracts, or drafts using only those sources
Routed result
Sent to the right tool or person automatically
Human check
People review wherever judgment matters
The problem
Bolting an LLM onto a product is easy to prototype and hard to ship. Without retrieval, guardrails, and evaluation it hallucinates, leaks, or quietly runs up a huge bill.
What we build
LLM Integration
- The right model for the job, open-source or hosted
- Retrieval so answers are grounded in your real data
- Guardrails against unsafe or fabricated output
- Evaluation so you can measure quality before you ship
- Caching and routing to keep costs predictable
How we approach it
We design the retrieval and guardrails around your data, evaluate quality against real cases, and tune routing and caching so the feature is both trustworthy and affordable at scale.
The outcome
Your AI features are grounded, safe, and measurable, and you know what they cost to run before they reach production.
Related services