AI agents and copilots, shipped to production
From prototype to production. We engineer custom intelligent agents, copilots, retrieval systems and models that integrate with your stack, pass rigorous testing and scale with your business.
- Custom
- Not off-the-shelf
- Integrated
- Into your stack
- Tested
- Quality, security, perf
Where AI builds go wrong
A demo is easy. A dependable system your team trusts in production is the hard, valuable part.
Stuck at the demo
Impressive prototypes that never survive real data, real load or real edge cases.
Bolted on, not integrated
AI that lives in a silo instead of inside the tools and workflows your team already uses.
Unmeasured and untrusted
No evaluation, no guardrails, no monitoring — so no one trusts the output.
How we build
Engineering discipline applied to AI — so what we ship is dependable, observable and yours.
Scope & prototype
We frame the task, pick the right approach and prove value fast with a working prototype.
Engineer
Agents, RAG, tool-use and integrations built into your stack with tests and guardrails.
Evaluate
Continuous evaluation for quality, safety, security and performance against real cases.
Ship & operate
Deployment, monitoring and iteration — with ROI measured in production.
What we build
Custom agents
Task-executing agents with tool use, memory and human-in-the-loop where it matters.
Copilots & assistants
In-app copilots that sit inside the workflows your team already uses.
RAG & knowledge systems
Retrieval over your documents and data with grounded, cited answers.
Models & pipelines
Fine-tuning, evaluation harnesses and data pipelines tuned to your domain.
Integrations
Connections to your CRM, ERP, data warehouse and internal tools.
Eval & observability
Test suites, guardrails and monitoring so output stays trustworthy.
Built to last
- In-stack
- Lives where you work
- Observable
- Monitored & evaluated
- Yours
- You own the system
Frequently asked
Which models and tools do you use?
We are model-agnostic and choose the best fit for your task, budget and data-residency needs — frontier APIs or open models you can self-host.
Will it run on our infrastructure?
Yes. We can deploy to your cloud or on-prem, with data residency where required.
Do we own the result?
Yes. You own the code and the system; we hand it over with documentation.
Have a workflow ready to automate?
Bring us a task. We will scope a build and show you what production looks like.