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For CTOs / VPs Engineering

Prove AI ROI to the board, down to the dollar

Tie Claude Code, Cursor and Copilot spend to hours saved and code shipped, govern costs with your own keys on the Enterprise plan, and roll AI out with the controls your security team expects.

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  • Answer what the AI budget bought
  • Attribute every dollar of token spend
  • Scale with enterprise-grade controls
The questions you are asked

Three questions, no good answers today

Every AI rollout reaches the same point: someone asks for proof, and the tools on hand cannot give it.

  • 01

    What did the AI budget buy?

    Finance wants outcomes. Vendor dashboards answer with suggestion counts and acceptance rates.

  • 02

    Where is the spend going?

    Token bills arrive as one number, with no split by team, project or model.

  • 03

    Can we scale this safely?

    Every new AI tool is another place for secrets and customer data to leak.

What you get

Answers, captured automatically

No surveys, no spreadsheets, no change to how developers work. The agent collects it and the dashboard answers it.

  • Live ROI multiplier

    Value against cost per team, project and model, with an hours-saved estimate behind it.

  • Spend attribution

    Stacked by developer, project or model, with per-seat burn rates and cache-hit ratios.

  • Seat utilization

    Find idle seats before renewal. In our pilot, 24% had zero AI activity.

  • Bring your own key

    On the Enterprise plan, AI spend lands on your Anthropic account. CloudByte never proxies billing.

  • Enterprise deployment

    Self-host or run air-gapped, with SSO, SAML and custom data retention.

  • API-first reporting

    Every metric is a REST endpoint with an OpenAPI 3 spec, ready for your BI stack.

Numbers you will work with

The metrics behind every conversation

8.3×

ROI (value / cost)

$842

Monthly spend, down 6%

24%

Idle seats found in our pilot

Day one

Support for new AI models

In practice

A week with CloudByte AI

How the dashboard fits into the routines you already run.

  1. 1

    Before renewal

    Pull the seat utilization report and right-size licenses.

  2. 2

    Monthly review

    Share ROI and spend by team, with the model mix behind it.

  3. 3

    Board update

    Show delivery trends next to AI adoption, with attribution instead of anecdotes.

  4. 4

    New model launch

    Compare cost and lift on new models as soon as they ship.

Related features

Other roles

Built for the rest of the team too

Walk into the next budget review with real numbers.

Start free — no credit card, no infrastructure. Your team's AI data on a live dashboard in 10 minutes.

Book a demoStart free
  • Free for up to 5 developers
  • 10-minute setup
  • Your Anthropic key, your spend (Enterprise)