Now accepting early access

Your AI coding spend.
Finally visible.

Your team ships with Cursor, Claude Code and Copilot. But do you know what each sprint actually costs in AI? VibeROI connects every token to every ticket.

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VibeROI — sprint_42
live
AI Spend
$847
↓ 18% vs last
Efficiency
82/100
↑ improving
Per Ticket
$61
14 closed
Loops
3
↑ flagged
Token spend by sprint
AI spend
Budget
sp36 sp37 sp38 sp39 sp40 sp42 sp43 Budget $1,200
Developer Tokens Efficiency Tickets Status
SR
Sarah R.
142k 91/100 5 closed Clean
JM
James M.
198k 78/100 4 closed Good
AK
Anika K.
341k 62/100 3 closed Review

Works with your existing tools

Cursor
Claude Code
Copilot
Jira
Linear
GitHub
GitLab
KKiro
ZOHOZoho
Cursor
Claude Code
Copilot
Jira
Linear
GitHub
GitLab
KKiro
ZOHOZoho
The problem

Engineering leaders are
flying blind

AI coding tools changed how your team works. But not how you manage, measure, or justify that work.

01 — velocity

Fast doesn't mean efficient

When a developer generates 5,000 lines in an hour, how do you know if that was time well spent? Lines of code is a broken metric and you have nothing to replace it with.

02 — spend

The bills grow. Nobody knows why.

Cursor. Claude Code. Copilot. Your team's AI spend grows every month and when your CFO asks what you're getting for it — you have no answer that holds up.

03 — visibility

The PR review is already too late

By the time code lands for review all context is gone. Iterations, tokens burned, hallucination loops — you'll never know what happened before the PR appeared.


The solution

Complete AI spend
clarity

One platform connecting your team's AI sessions to your sprints, tickets, and budget — automatically.

Track AI spend per ticket and sprint
Every token mapped to a specific ticket. See exactly which features cost the most in AI spend and engineering time combined.
Measure prompt efficiency without reading prompts
Score how efficiently your team uses AI — based on output quality, iteration depth, and token-to-output ratio. No privacy invasion. Clear signal.
Sprint intelligence that compounds over time
After every sprint get a plain-English breakdown of what worked, what didn't, and exactly how to reduce AI spend next sprint without slowing your team.
sprint_42 · active live
Token spend$847.20
Tickets closed14 / 18
Efficiency score82 / 100
Cost per ticket$60.51
Rework loops3 flagged
vs last sprint−18% spend

How it works

Running in under
20 minutes

No developer setup. No code changes. Connect your tools and your dashboard populates automatically.

01

Connect

Link your AI tools, GitHub and Jira via OAuth. VibeROI's telemetry proxy captures session data immediately with zero config for your developers.

02

Track

Every AI session is automatically mapped to the right ticket using branch names, file paths, and temporal signals. Dashboard populates in real time.

03

Improve

Ask your sprint data anything in plain English. Get recommendations that compound sprint over sprint to reduce AI waste and improve team ROI.

Cursor
Claude Code
Copilot
Jira
Linear
GitHub
GitLab
K Kiro
ZOHO Zoho

The metrics

KPIs your AI coding
team actually needs

Not vanity metrics. Business-relevant numbers that engineering leaders can act on immediately.

spend
Token spend per sprint
What each sprint costs in AI — broken down by ticket, feature and developer.
$847 / sprint
efficiency
Prompt efficiency score
Who gets clean output in fewer iterations — without reading a single prompt.
82 / 100 avg
roi
Cost per ticket closed
True cost of shipping a feature — AI spend plus engineering time in one number.
$61 / ticket
alerts
Hallucination loop detection
Automatic flags when a developer is stuck in a rework cycle before it burns budget.
3 loops flagged
trend
Sprint over sprint trend
How your team's AI efficiency improves over time vs your own best sprints.
+18% improvement
finops
Consolidated AI spend
One view for every AI tool. No more surprise bills from five different subscriptions.
$2.4k / month

Who it's for

Built for the people responsible
for AI engineering decisions

CTO
CTO · VP Engineering

Answer the board before they ask

You approved the AI tool budget. Now show it's working. VibeROI gives you the data to make that case — or course correct before the next board meeting.

TL
Engineering Manager · Tech Lead

Coach your team, not monitor them

See who's thriving with AI and who needs support — without surveilling anyone's prompts or creating a culture people resent.

FO
FinOps · Finance

Manage AI spend like cloud spend

AI tools are now a significant line item. Get allocation, forecasting and ROI data to manage it with the same rigour as your infrastructure costs.

Not for developers who want to be monitored. VibeROI is for leaders who want their teams to succeed with AI — and need to prove to their organisation that the investment is working.

Get started

Stop guessing.
Start knowing.

Your team is already vibe coding. Every sprint your AI spend grows. Be first when VibeROI launches.

✓ You're on the list — we'll be in touch soon.
Something went wrong. Email founders@viberoi.io directly.

No credit card · No commitment · First 50 teams get founder pricing locked in forever