Provenance for engineering leaders
Every line of AI code, from prompt to PR.
Ink records every prompt, diff, and dollar from your coding agents, then rolls it up across your team and your org. Install once. Notes on every commit.
In the dashboards
The questions Ink lets you ask of your AI engineering.
Conversion funnel
Where does AI work fall off?
Track every generated edit from prompt to merged PR. Spot the stage that loses the most lines.
Model mix
Which models are eating spend?
Share of total AI dollars by model, agent, and provider.
Live totals
What does today look like?
Spend, commits, hours, and turns — pulled from every tool.
Spend allocation
Which features cost the most?
Roll up by feature, repo, or squad. Find the rework hotspots before they compound.
What Ink does
From your terminal to the boardroom. Same data, different lens.
Per-agent capture
Different agents. The same normalized stream.
For the engineer: every prompt, edit, and mode change, tied back to the exact lines that shipped.
Claude Code
exact capturedeterministicComplete session capture with exact token counts and costs. Every prompt, mode switch, and diff deterministically attributed to the lines it produced.
15 minutes
Install once. Provenance on every commit.
One command. No agents to reconfigure. Ink attributes every AI-written line to its agent, model, and prompt, starting with your next commit.
You
Your sessions. Your skills.
Every line you ship, traced to the prompt that wrote it. A personal record of your sessions, plus a prompting coach that runs in your own agent.
Team
Patterns that move across the team.
See which prompts produce code that survives review. Roll up by team or repo. Transfer skills from your strongest engineers to the rest of the team.
Org
Adoption, cost, and compliance.
Spend per agent, adoption per team, AI-authored percentage per repo. One number for the board. A privacy posture your CISO can verify.
Security, privacy, governance
Code on the machine. Prompts on the laptop. Notes you can verify.
Source code, prompts, and transcripts stay on the developer's machine until you turn on rollups.
When data flows, it carries an HMAC-SHA256 signature using a machine token you can revoke in one click.
Aggregate-only capture, per-repo allowlists, retention windows, server-side prompt redaction. Set once, audit anytime.
Deployment
Local. Self-hosted. Or hosted by Exceeds.
Bring your own Postgres or use ours. Same binary, same Notes, same dashboards — your choice on where they live.
Data points
Hundreds of metrics, pulled from one stream.
Every prompt, diff, mode, model, and cost — joined, normalized, and ready for the question you haven't asked yet.
Engineers see which prompt wrote each line. Managers see which patterns work. Execs see where the AI dollars went.
“I can see exactly which prompts produced the lines that shipped. Coaching used to be a guess.”
“Per-agent cost is finally legible. Procurement stopped asking me to defend Cursor seats every quarter.”
“First AI tool our security team approved on day one. Local-first wasn't a fight.”
Ink · public preview
Run Ink on your machine in 15 minutes.
One command. No agents to reconfigure. No data leaves your laptop without your say-so.