Platform
ACI: evidence, not anecdotes.
- Claude Code
- OpenAI Codex
- GitHub Copilot
- OpenCode
What it shows
Four views of how your teams work with AI.
Adoption of your standards
For each skill your teams agreed on: the share of engineers using it, per 30-day period, across teams.
What you see
- Share of engineers using each standard skill, per 30-day period
- Skills that have an owner and an evaluation
- The three decisions that matter most right now
A registry of skills and agents
Every skill and agent with an owner, a fixed release version and a stage: experimental, team standard, company standard. Promotion needs evaluation, real use and a human approver.
What you see
- Stage of each skill: experimental, team standard or company standard
- Release version, failure rate and evaluation pass rate
- Signals such as an open incident or an outdated release
Quality signals
Failure rates, evaluation results, incidents and skills still calling outdated releases, with the next step for each.
What you see
- Skills and agents that need attention, with the next step
- Outdated releases still in use
- Incident and regression records
Adoption cohorts
Cohorts of engineers working through challenges together, and whether the skills they target are taking hold.
What you see
- Week and challenge progress for each cohort
- The skills a cohort targets, and whether their use is growing
- Teams with open work and no cohort yet
How your data flows
Raw data stays with you. Only team totals leave.
Your infrastructure
Your AI tools
Claude Code, Codex and Copilot report activity through OpenTelemetry; OpenCode through our plugin.
The Collector
Processes raw activity on your side, in a container with its own database. Nothing is pushed into it from outside.
augmented.club
ACI dashboard
Receives team totals, private suggestions for one person and each person's own view. Never raw events.
How it treats your data
Never collected
Prompts, responses, code, diffs, file paths, shell arguments, tool input and output, and error text never leave your environment, at any setting.
Team level, no rankings
Team totals are shown only for groups of five or more. There are no rankings and no individual views for team leads.
You set the level
Four collection levels, from off to activity with prompt analysis inside the Collector. You set it in your configuration; we cannot raise it. People can opt out.
Retention, hosting and the privacy pack for your works council: Security & data protection
Where it stands
- ACI is new. Its first client rollout is being prepared.
- Links to pull requests, CI and issue tracking are in development; today the dashboard shows usage, skills and quality.
Part of every 12-month Programme.
ACI starts in the Diagnostic as your baseline and runs through the year, so the evidence is yours from the first month.