AI copilot & custom GPT
We build AI copilots and custom GPTs for US companies: assistants that live inside your product or workflow and take real actions through your APIs, not just chat. The kind of copilot that does the work, not just talks about it.
No sales script. You talk to the engineers who'd build it.
Our team works a shifted day so you get real-time standups and same-day turnarounds across US time zones, not next-morning replies.
Every line of code, model weight, and prompt is yours from day one. NDAs and clean IP assignment are standard, not an upsell.
You work directly with the engineers building your system. No account managers sitting between you and the people writing code.
We move from scoping to a working system in production in weeks. Most engagements ship something usable inside the first month.
What we build
Concrete systems we ship, tuned to your data and your stack.
Tool use
Copilots that call your APIs to fetch data, create records, and complete tasks.
Context-aware
Assistants that understand what the user is looking at and act accordingly.
Multi-step work
Break a request into steps, execute them, and report back, with approval gates where it matters.
Your guardrails
You decide what the copilot can do on its own and what needs a human's nod.
How we work
Scope & evals
We pin down what success means and build the evaluation set before writing the feature, so quality is measured, not guessed.
Build in the open
Weekly demos against real data. You see progress every week and can change direction before it gets expensive.
Ship & instrument
We deploy with logging, cost tracking, and guardrails in place, then tune against production traffic.
Hand off or stay
Take the keys with full docs, or keep us on for iteration. Either way you're never locked in.
Questions, answered
What's the difference between a copilot and a chatbot?
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A chatbot answers questions. A copilot does things: it takes actions in your systems on the user's behalf. We build both, but copilots are where the real leverage is.
Can it act safely without going rogue?
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Yes. We scope exactly which actions are automatic and which need approval, and log everything. Higher-risk actions stay behind a human gate by default.
Which models power the copilot?
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We pick per task. Claude and other frontier models for complex reasoning and tool use, smaller models where speed or cost matters more.
Can you build a custom GPT for our internal team?
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Yes. We build internal copilots wired to your private data and tools, deployed where your team works rather than in a public GPT store.
Let's scope your build.
Tell us what you're trying to ship. We'll tell you honestly whether AI is the right tool and what it would take.
Start the conversation