Real systems in production — with metrics, not declarations.
A local system that turns raw case files into structured evidence where every claim traces back to a file, SHA256, page and quote — because the LLM is not the source of truth.
From a product brief we generate a coherent DAG of 200-1200+ atomic phases with seed code and gates that an agent works through on its own in a loop — with no way to mark anything "done" without proof.
One system instead of a CRM, manual portal publishing and AML in Excel — with AI strictly advisory and a human in the loop.
A listing lands in the CRM once, and hundreds of subpages generate and publish themselves.
A database bloated to 1 GB slimmed down 37× — with no content lost and a faster site.
An in-house rank-monitoring system instead of pricey SaaS — the full history kept at the client.
All LLM traffic through one auditable point: routing, fallback, cost control.
Sourcing and scoring leads on an in-house LTE network — stable and in line with source rules.
