Enterprise Agentic Automation Platform
One multi-use-case agent platform, the seven-phase lifecycle that governs it, and the argument for which use case to build first. Buy the runtime, build the governance, and keep a human on every decision that touches money, KYC or responsible gaming.
- Scope
- Architecture · lifecycle · RACI · 6-month delivery plan
- Length
- ~14 min read
Conversational AI Assistant for Streaming Search
Grounded Czech intent-to-catalog mapping as strict structured output, at 1.2M conversations a day inside a 5–10 s p99 budget. A bounded deterministic pipeline instead of an agent, where the schema, not the prompt, is what makes hallucination impossible.
- Scope
- Pipeline · grounding · tech choices · MVP cut · risks
- Length
- ~10 min read
Where AI Was Considered and Rejected
A pre-quote validation service that gates a contract price with TRUSTED, REVIEW or BLOCKED. The deterministic engine produces 100% of the number, no agent runs anywhere, exactly one model call is allowed to read English and never arithmetic — and the most useful verdict hands back no number at all.
- Scope
- Scoping · design · working prototype · evals · ADR log
- Length
- ~15 min read
What the Rating Actually Measures
Evidence-grounded support for performance conversations. It gathers a person's evidence across five systems, scores it against a rubric, flags where a manager's rating is unsupported, abstains on the quarter of the roster it cannot score fairly, and never proposes a rating. The strongest predictor of the rating turned out to be how much a person writes about themselves.
- Scope
- Analysis · working proof of concept · E1–E7 evals · ops blueprint
- Length
- ~16 min read
More case studies land here as they are written, evaluation frameworks, agent tooling, and the things that only show up once a system has been in production for a while.