Autonomous agents that carry real work.
Chepstows designs, builds, and operates AI agents for organizations that judge technology by outcomes—not novelty. We embed intelligence where the work happens, with the discipline the enterprise demands.
Trusted by teams that operate under scrutiny
What sets the work apart
Intelligence held to an operating standard.
Embedded in the workflow
Agents act inside your systems of record, not beside them—reading, deciding, and executing where the work already lives.
Governed by design
Every action is scoped, logged, and reversible. Human review sits exactly where risk demands it, and nowhere it doesn't.
Built to evolve
We ship narrow, prove value, then widen the mandate. Each agent grows against evidence, never assumption.
Measured relentlessly
Throughput, accuracy, and cost per outcome are instrumented from day one. If it isn't moving a number, it isn't shipped.
A working roster
Agents shaped to the task, not the demo.
Operations Agent
Resolves exceptions across procurement, billing, and fulfilment—closing the loop on the cases that used to wait for a person.
Deployed in weeks, not quartersResearch Agent
Reads the full corpus, cites its sources, and returns defensible answers with the reasoning left intact for review.
Deployed in weeks, not quartersClient Agent
Handles inbound requests end to end, escalating with context the moment judgement is required rather than deflecting.
Deployed in weeks, not quarters70%
Reduction in manual case handling across deployed operations agents
6 wks
Median time from first briefing to a live, integrated pilot
24/7
Continuous operation with human oversight held at the points of risk
How we engage
A deliberate path from question to production.
We would rather ship one agent that earns its place than ten that impress in a slide. The method is the same for a pilot as for a platform.
- 01
Frame
We start with the decision or task that costs you most, and define what a good outcome measurably looks like.
- 02
Build
A working agent, integrated with your systems, in a scoped pilot—narrow enough to trust, real enough to matter.
- 03
Prove
We run it against your baseline and report the numbers plainly, including where it falls short.
- 04
Operate
Once value is clear, we widen the mandate and run the agent in production with ongoing oversight.
Start the conversation
Tell us the task that costs you most.
A briefing is a working session, not a sales call. Bring a real problem and leave with a clear view of whether an agent belongs anywhere near it.