AIReturn

Know what your AI is actually delivering

See if your AI is paying off — and fix what isn't.

AIReturn measures what your teams and AI agents actually produce, the rework they waste, and the return on every AI dollar — so you know where to spend more and where to fix how you use AI.

See how it works

Return on AI

Last 90 days

3.1×

return on AI spend

Return on AI trend

AI under management

$1.2M

Wasted on rework

$140K

Recoverable

$92K

Team-level, never individual.

Companies are pouring money into AI. Almost no one can prove it's working.

Only28%

of AI use cases hit their ROI target

— Gartner

74% → 20%

expected AI to grow revenue vs. those who saw it

— Deloitte

78%

of finance leaders can't tie AI spend to outcomes

— CloudZero

How it works

Connect.

Link your work tools — engineering (Git, Jira), support (Zendesk, Intercom, osTicket), sales (HubSpot, Pipedrive), plus docs and Slack — and your AI tools. Takes minutes.

Measure.

We compare what each team produces against the rework they redo and what the AI costs — automatically.

Act.

See where AI pays off, where it's burning money, and get the exact next fix — for teams and for AI agents.

What you get

01

Your return on AI, in one number.

Value delivered vs. AI spend, by team.

Return on AI

Last 90 days

3.1×

return on AI spend

Return on AI trend

AI under management

$1.2M

Wasted on rework

$140K

Recoverable

$92K

Team-level, never individual.

02

A map of who's efficient and who's burning.

Cost of AI per result against rework — green is efficient, red is expensive with lots of redone work.

Cost vs Rework

By team · Last 90 days
Cost vs rework by teamEleven teams plotted by AI cost per accepted change (x axis, $3 to $18) and rework rate (y axis, 0 to 90 percent). Median lines split the chart into four quadrants.Efficient & cleanEfficient but debtExpensive but cleanExpensive & debtMobile AppsData & AIPayments$3$6$9$12$15$18AI cost per accepted change (USD) →025507590Rework rate (%) →
Efficient & cleanEfficient but debtExpensive but cleanExpensive & debt

03

A prioritized list of what to fix.

For the teams and AI agents causing rework, the top moves to fix it — ranked by impact.

Your AI maturity: Level 1 of 4
  1. 01

    Give your AI agents a domain glossary + examples

    Impact: HighEffort: Low

    For: Payments, Data & AI

  2. 02

    Name an owner for how your AI is set up

    Impact: HighEffort: Low
  3. 03

    Add clear examples to your AI's instructions

    Impact: MediumEffort: Low

Why AIReturn is different

  • AI cost toolstell you what AI costs.
  • AI monitoring toolstell you if the model works.
  • AI governance toolstell you if it's compliant.

  • AIReturn → tells you if the work actually got better, by team — and what to fix.

Priced to your results, not your headcount.

Pricing depends on your AI spend — you pay a small fraction of what you put under management, so our price only grows when your AI investment does. No per-seat games.

Stop guessing whether your AI is worth it.

Get a clear return-on-AI picture in weeks.

Questions, answered