Turn AI spend into
provable ROI
Tazmin tracks the lines of code your team actually commits, links them to the tasks they complete, and calculates your real return — so every dollar of AI spend is backed by data.
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Works with the tools your team already uses
Spend less time justifying AI. More time scaling it.
From raw token spend to real business output — Tazmin closes the loop between what AI costs and what it actually delivers.
AI ROI dashboard
See your true return on AI investment — AI spend weighed against developer hours saved, code velocity, and tasks shipped. One number that justifies the budget.
True lines committed
Tokens consumed is not output. Tazmin counts the lines your team actually commits to the repo — the real measure of what AI is producing.
Commit-to-task mapping
Every commit is linked to the Jira, Linear, or GitHub issue it closes. See exactly which tasks AI helped ship and how long each one took.
Real-time cost tracking
See spend as it happens. Token usage, model costs, and trends update in real time so surprises don't show up on your invoice.
Per-developer breakdown
Know which developers are driving output vs. cost. Spot who is getting the most from AI and replicate what is working across the team.
Budget alerts
Set thresholds by team, project, or developer. Get notified via Slack or email before you blow past your monthly budget.
Cost per feature
Divide total AI spend by completed tasks to get cost-per-feature delivered. Finally, a metric that resonates with finance and leadership.
Team policies
Enforce spend limits per developer or role. Block over-budget usage automatically or require manager approval to unlock more.
Exportable reports
Pull ROI, cost, and commit data into your existing finance or BI tooling via CSV export or REST API. Fits any workflow.
Stop guessing. Start proving.
Tokens consumed is not value delivered. Tazmin tracks real commits, links them to the tasks they close, and calculates what your AI spend is actually worth.
Up and running in minutes
No agents to deploy, no code to change. Tazmin connects to your AI coding tools via OpenTelemetry and native usage APIs.
Connect your AI tools
Each tool has a simple one-time setup. Claude Code uses two environment variables; Copilot, Codex, and Gemini connect via their billing or usage APIs.
# Claude Code (OTLP)
CLAUDE_CODE_ENABLE_TELEMETRY=1
OTEL_EXPORTER_OTLP_ENDPOINT=https://ingest.tazmin.aiWe collect token counts, model IDs, and session timestamps — never prompt content, code, or file paths. Data is encrypted in transit.
Invite your team
Add teammates to your Tazmin workspace. Each developer gets an API key — usage is attributed automatically by key.
Set budgets & alerts
Define monthly spend targets per team or individual. Configure Slack or email notifications so nothing slips through.
Watch the dashboard
Log in to see real-time cost and usage data across your whole organization — updated every few seconds.
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