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The problem

You're spending millions on AI tools with no idea what's working.

Engineering teams scale AI spend faster than they can track it. Subscriptions stack up, seats go unused, and renewals get made on gut feel. Budget leaks in every direction while ROI stays a guess.

Leak sourceMonthly
  • Unused and underutilized seatsHIGH

    Engineers onboarded to tools they barely open.

    $4,200
  • Overlapping tool subscriptionsHIGH

    Three teams paying for Cursor, Copilot, and Windsurf with no usage comparison.

    $2,800
  • Renewals approved without ROI dataMED

    Tools auto-renewing because no one can prove they should be cut.

    $3,100
  • Unallocated spend with no ownerMED

    API and token costs tied to no team and no budget line.

    $1,900
  • Shadow AI outside approved toolsLOW

    Personal subscriptions expensed with zero visibility.

    $900
Estimated monthly leakage$0
Recovery outlook
Identified waste85%
Recoverable in 90 days60%
Typical annual recoverable
$47,000
80%
leaders lack clear ROI
3.4×
avg budget overspend
6 wks
lag before waste is seen
Budgeting

Every AI subscription, seat, and token in one live budget view.

Connect your tools once. Entelligence reconciles every cost into a single ledger, so the month-end spreadsheet scramble is gone.

Budget console · June 202626 projects
Monthly budget
$10,700
committed cap
Actual this month
$0
143% of budget
Run rate
$16,651
$5,951 over
Untracked spend
$8,395
17 projects · no budget
Spend vs. cap143% · $5,951 over
$0cap $10.7k$15.3k
Spend distribution · 8 projectsweekly pulse +$412 · 34% WoW
March 2026
$1.7k
Memory
$1.3k
Product Re-haul V1
$1.2k
Custom Dashboard MVP
$1.1k
Bugs
$1.1k
Integrations
$1.1k
API Refactor
$0.9k
Other
$2.3k
Unified aggregation

Pulls spend from Claude, Cursor, Copilot, and the rest automatically. No invoice uploads.

Budget cap alerts

Set limits per team or tool. Ellie warns you before you hit the ceiling, not after.

Ask Ellie

Type "which tools are over budget?" and get a plain-English answer with the numbers behind it.

Spend forecasting

Know next month's AI bill before the renewal, not after.

Entelligence models usage patterns and projects spend per tool and per team, so a renewal decision starts with a number instead of a hunch.

Where spend converts$0
  • Features created183 tasks$11,48448%
  • Fixes & rework195 tasks$6,11826%
  • Exploration & overhead228 tasks$4,72920%
  • Tests & reviews110 tasks$1,6497%
Tool · now → next 30dTrend
  • Claudeusage up 14% this sprint
    $820 → $940
    +$120
  • Cursor3 seats unused
    $406 → $380
    −$26
  • GitHub Copilotsteady
    $190 → $190
    ±0
  • Windsurf2 new engineers onboarded
    $210 → $240
    +$30
  • Other toolsconsolidation
    $614 → $580
    −$34
Renewal support

Projected cost sits beside realized value before each renewal, so you cut with data, not vibes.

Usage-based projections

Onboard two engineers and the forecast adjusts the same day. It tracks the sprint, not the calendar.

Scenario modeling

Ask "what if we add 5 seats or drop a tool?" and get the budget delta in seconds.

Individual tracking

See what AI returns per engineer, not just per team.

Aggregate ROI hides the real picture. Entelligence attributes spend and output to the individual, so you know who is getting value and where the adoption gaps sit.

Team proficiency spread
Getting started1Developing1Proficient7
Eff.EngineerToolProficiencyWoWSessionsActive
92
Tyler BrooksGAPClaudeGetting started+20%95Jul 05
86
Ryan MitchellGAPClaudeDeveloping±0%47Jun 28
85
Jake HarrisonClaudeProficient+3%89Jul 07
84
Connor WalshClaudeProficient+5%126Jul 03
82
Brandon EllisClaudeProficient+12%41Jul 01
81
Derek ChambersClaudeProficient+30%71Jun 29
78
Nathan FowlerCursorProficient+12%278Today
74
Kyle BrennanClaudeProficient+2%42Jul 08
65
Scott DanielsGAPClaudeProficient+15%23Jul 02
Per-engineer ROI

Spend, acceptance rate, and time saved attributed to each person, so 1:1s start from data.

Adoption gaps

Ellie flags seats with low utilization (highlighted above) as budget value not yet realized.

Engineers see it too

Everyone sees their own numbers. Not surveillance, shared clarity on what is working.

Get started

Your AI budget deserves a real answer.

Stop guessing at ROI. Entelligence connects in minutes and shows you every dollar your team spends on AI, and exactly what it returns.

  • No credit card required
  • Connects in under 10 minutes
  • SOC 2 compliant
  • Your code is never stored

We raised $5M to run your Engineering team on Autopilot

We raised $5M to run your Engineering team on Autopilot

Watch our launch video

Talk to Sales

Production reliability, solved.

The AI engineer that reviews every PR against your incident history, watches production, and self-heals when things break. The same class of bug will not ship twice.

Start free →

Start free →

Talk to Sales

Production reliability, solved.

Connect with our team to see how Entelliegnce helps engineering leaders with full visibility into sprint performance, Team insights & Product Delivery

Try Entelligence now