Diagnose
We sit with the work. Map the actual flow of decisions, data, and tools — not the org-chart version. Surface the bottlenecks worth solving.
- Operating map
- Use-case shortlist
- Risk surface
How we run engagements end to end — from the first working session to the runbook we leave behind.
Five phases, repeated at the cadence the work demands. Light on ceremony. Heavy on judgement, evals, and shipping working software each week.
We sit with the work. Map the actual flow of decisions, data, and tools — not the org-chart version. Surface the bottlenecks worth solving.
We propose specific systems: agent topologies, workflow rewrites, the evals and guardrails that keep them honest. Decisions, not options.
Two-week sprints alongside your team. Working software in your environment, weekly demos to operators, evals running in CI from day one.
Production rollout with real users. Shadow mode, staged exposure, and the operational instrumentation to see what's actually happening.
We tune evals against real traffic, harden weak edges, and hand off — or stay on as the team that runs it. Either way, you own the system.
Typical engagement: 8–12 weeks · Embedded retainers available · Fixed-fee diagnostics from week 1
Anonymised so we can be specific. Each engagement closed against a metric our client agreed to before we started writing code.
−68%
Avg. handling time
"They shipped what our last vendor promised in a quarter — in three weeks."
12k
Queries / month
"First internal AI tool we've built that survived past pilot."
$4.1M
Annualised lift
"They took the part of the business no one wanted to touch."
−42%
Tier-1 ticket cost
"Deflection without the usual chatbot embarrassment."
More detail under NDA. Tell us what you're working on and we'll share the most relevant.
Discuss your engagement→◍ Inquiry
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