AI spend is visibleAdoption, Impact & ROI aren’tTetriz answers all three

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AI in engineering, measured in one place

What’s working, what isn’t, and how much it costs.

01 / Adoption

Adoption

Not seat utilization. The percentage of work attributable to AI, across every coding agent in use.

  • % PRs attributable to AI
  • % code (LOC) attributable to AI
  • % issues closed with AI
  • Vendor split: Cursor / Claude / Copilot
02 / Impact

Impact

Did AI actually improve code quality and engineering speed, or did it just add volume? Quality and time, side by side.

  • PR review TAT, pre vs. post AI
  • First-pass merge rate on AI code
  • Code churn on AI-attributed code
  • Bugs traceable to AI sessions
03 / ROI

ROI

Time saved per engineer translated into engineering cost saved across the org. The denominator a finance team can read.

  • Engineering cost saved
  • Time recovered per engineer
  • Org-wide $ roll-up
  • Auditable methodology card
Optimization

Tetriz doesn’t stop at measurement

It optimizes impact too, turning the measurement layer into a coaching layer that nudges adoption up, lifts session quality, and tunes the setup engineers work in every day.

Prompt suggestions

Sharper inputs grounded in a team's own session history.

Coaching

Personal AI retrospectives, private to each engineer.

Coding-setup tuning

Spots context gaps and toolchain misconfigs before they cost a sprint.

The agentic platform

Four agents. Four jobs. One platform

Each one runs a different engineering job

For CTOs

Reports AI Adoption & ROI

The AI ROI agent. From AI-time invested to code that shipped. One Outcome Efficiency Score.

Explore AI Leverage
  • Tracks adoption across AI tools

    Reports PRs, Code, and Issues attributable to AI. The honest adoption number, not seat count.

  • Attributes sessions to PRs

    Connects sessions to the PRs they produced via a four-signal cascade. No manual tagging.

  • Reports weekly AI ROI

    Outcome Efficiency Score: active agent hours per merged PR, rolled up weekly.

  • Surfaces session-level analytics

    Reports active time, context utilization, cache hit rate, and token waste per session.

Integrations

One connection. Reads every tool.

Role-based access. Audited connections. Zero new policy

Cursor
Cursor
Claude Code
GitHub Copilot
Codex
Codex
Kiro
Kiro
Antigravity
Antigravity
GitHub
GitLab
Bitbucket
Jira
Linear
Linear
Confluence
Confluence
Slack
Google Workspace
Pricing

Per engineer pricing

Billing
· 10% Off on Annual plan
Pro
$29/seat/month
  • Seats
    Up to 100
  • Tetriz agents
    All 4
  • Connectors
    Coding, Issue, and PR
  • Multiple concurrent connectors
    ·
  • SSO
    Google / Microsoft
  • Priority support
    ·
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Enterprise
Custom
  • Seats
    Unlimited
  • Tetriz agents
    All 4
  • Connectors
    Coding, Issue, PR, Slack, Google Workspace
  • Multiple concurrent connectors
  • SSO
    SAML / Okta
  • Priority support
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Why Tetriz

What CTOs and Leaders told us

And why we built Tetriz

Make me a hero in board meetings. That's a $50K product.

CTO · Series C startup

People expect magic. You must now do what you did yesterday with one-tenth of the people.

CTO · Fintech, >$1Bn TPV

You don't want to measure the quality of input. You want to measure the quality of output.

CTO · Developer Tools platform

We are doing a lot of stuff but are blind on effectiveness.

VP Eng · Enterprise SaaS

I don't have a good way of doing metrics-based AI analysis. It is definitely vague right now.

CTO · B2B SaaS

There's a year-on-year productivity increase you need to show. 20%. You can't just say they're now writing 120 lines of code.

TPM · FAANG

The primary bottleneck is code reviews. We need ways to speed this up.

Engineering Leader · B2B SaaS

Specific instructions were given. They didn't do it. Just generated some code, it's working, so they just push it.

Engineering Leader · Mid-market SaaS

Right now there is no tool. I have to manually go and ask the status. I have to actually follow up.

Engineering Leader · Enterprise

DORA is not enough. We need a post-shipment quality metric.

Engineering Leader cohort synthesis

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