// services / ai agents
AI that survives contact with production.
We build AI agents that plug into your real data, tools, and workflows — support copilots, document pipelines, internal assistants, and automation — with the evals and guardrails that make them dependable.
Problems we solve
Impressive demo, unusable product
A prototype that wows in a meeting and fails on real inputs. We build evaluation suites first so quality is measured, not vibes.
AI disconnected from your systems
A chatbot that can't see your data is a toy. We integrate agents with your databases, APIs, and permission model.
Runaway costs and risks
Ungoverned LLM usage gets expensive and unpredictable. We add caching, guardrails, monitoring, and cost controls from the start.
What you get
Use-case discovery
We find the workflows where AI genuinely pays off — and tell you where it won't.
Agent development
Tool-using agents on frontier models (Claude and others), grounded in your data with RAG.
Evals & guardrails
Test suites, output validation, human-in-the-loop steps, and fallback behavior.
Deployment & monitoring
Cost tracking, latency budgets, usage analytics, and continuous quality monitoring.
Typical stack
How it runs
Short cycles, working software every week, honest demos.More on how we work →
Common questions
Which models do you use?+
We're model-pragmatic: frontier models where quality matters, smaller ones where latency and cost do. Architecture keeps you portable rather than locked to one vendor.
How do you keep our data safe?+
Agents run under your permission model, sensitive data is scoped and redacted where required, and we can deploy within your cloud accounts.
What does an AI project look like if we're just starting?+
A short discovery, then a 2–4 week pilot on one workflow with clear success metrics. If the pilot doesn't prove value, you've spent little and learned a lot.
// let's talk
Have a product in mind?
Let's build your castle.
Tell us what you're building. We'll come back within one business day with honest thoughts on scope, stack, and timeline.