Services

HILLS Lab is not tied to one model vendor. We work on the layer between your tools, rules, and decisions, so AI suggestions have clear sources and boundaries.

Context Audit

Mapping where context is lost today: tickets, PRs, Slack decisions, docs, incidents, deploy rules, and ownership.

AI-ready workflow

Repo instructions, operating rules, read/write policies, review boundaries, and context summaries for the tools your team already uses.

Memory System

Structured memory with source, scope, freshness, status, replacement of older decisions, and a clear approve/reject flow.

Reliability Scorecard

Evals that compare work with and without the context layer: wrong assumptions, wasted reading, PR quality, and deploy risk.