AI & Agentic Systems
Model spend was growing faster than revenue. An audit of the inference path found the waste; routing, caching and budgets removed it.
Model spend grew with every user: a 30% duplicate-call rate nobody had measured, one model size for every prompt and no per-tenant limits.
A generic representation of the pattern, not the client’s topology.
How you would buy this
One outcome, one price: a cloud-cost cut, a platform migration, a ClickHouse or IIoT ingestion path, or a production AI-agent pilot.
Compare all engagements →Fixed fee · 2–6 weeks
From
$25,000
fixed fee
One outcome, one price: a cloud-cost cut, a platform migration, a ClickHouse or IIoT ingestion path, or a production AI-agent pilot.
Hardware and cloud device vendor
Non-engineers needed to triage field faults across a device fleet. We built the telemetry path and a retrieval-grounded agent over internal runbooks and ticket history.
Thirty minutes with the founder. Bring your architecture diagram, your cloud bill or your plant drawings, and leave with what is realistic — including when the answer is that you do not need us yet.
Mutual NDA before any detail is shared. First response within 24 hours.