We build software on Anthropic Claude for teams that need long documents read carefully, agents that call tools without going off the rails, and answers they can check.
Tell us what you want to build. A senior engineer sends back a scope and a fixed price within two business days, no obligation.
In short
What we build
Contract review, policy Q&A, tender analysis. Claude handles long context well, so we can often pass whole documents instead of chopping them into fragments and hoping retrieval finds the right one.
Claude calling your APIs, databases and internal systems to finish a task, with a person approving anything risky. We define the tools tightly so the model has fewer ways to do the wrong thing.
Code review helpers, migration scripts and internal developer tools built on Claude, including setups that use Claude Code and the Model Context Protocol (MCP).
Turning emails, PDFs and forms into clean JSON your systems can use, with validation so bad output is caught before it lands in your database.
Fit
Process
We start with a single task that has a clear right answer, so we can measure whether Claude is actually doing it well.
Before tuning prompts we collect real examples and expected answers. Without this, every change is a guess.
Working software at the end of each sprint, tested against the evaluation set, with cost and latency tracked alongside accuracy.
Logging, approval steps for risky actions, and alerts when quality drops. Then we hand over the code and the documentation.
Pitfalls
We have seen these enough times to plan around them from the start.
Next step
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FAQ
If your data and infrastructure already sit in AWS, Bedrock keeps everything inside that account and your existing security controls. If not, the direct API is usually simpler. The model behaves the same either way.
Anthropic states that commercial API data is not used for training by default. We still design so sensitive fields are masked or kept out of prompts where they are not needed.
Yes. Most of our Claude work is integration: connecting it to CRMs, ERPs, document stores and internal APIs through tool use or MCP servers.
A focused first release usually takes 3 to 8 weeks, depending on how many systems it has to connect to and how much evaluation data already exists.
No. We also build on OpenAI and open models, and we will tell you if another model suits your task better.
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