Applied AI product studio
Intelligence, with judgment.
Applied AI strategy, custom agents, and production systems for teams that need capability without building an AI department.
Studio
Production-grade AI, without an AI team.
We work with organizations and teams that need production AI capability but do not have a full internal AI team. One build at a time. Read-only first when the risk says so.
Capabilities
What we take on
Concrete work with a named scope, a clear limit, and a next action.
AI agents
Agents with defined responsibilities, tool access, and guardrails — built to act inside a workflow, not only answer questions.
Agentic systems
Multi-step systems where specialized agents coordinate, share context, and escalate to people when judgment is required.
AI applications
Product experiences where AI is part of the architecture — data, flows, and controls — not a chatbot bolted on later.
Enterprise automation
Automation that handles unstructured input and integrates with the systems you already run.
Custom builds
Purpose-built systems around your data, constraints, and success criteria — from architecture through deployment.
Strategy and architecture
Roadmaps, evaluations, and implementation plans that separate what will ship from what will not.
Process
How we work
Short cycles. Explicit boundaries. Systems meant to still work in six months.
- 01
Understand
Name the decision, the object, and the constraint. We will not invent a problem to fit a model.
- 02
Design
Architecture, permissions, and evaluation criteria before code volume.
- 03
Build
One shippable increment. Prefer read-only access until write paths are justified.
- 04
Evaluate
Measure correctness, failure modes, cost, and latency. Keep humans accountable for high-impact actions.
- 05
Operate
Observability, change control, and a path to improve without rewriting the stack.
Judgment
What we will not do
- We will not take a build we do not think can ship.
- We will not promise metrics we have not measured.
- We will not hide model or vendor lock-in behind vague architecture.
- We will not treat a pilot demo as a production system.
Tell us what is not working.
Describe the workflow, the constraint, and the decision you need to make. We will say what we can take on — and what we will not.