cursor
openai
claude
gemini
perplexity
awsbedrock
copilot
googlecloud
azure
devin
Team &Department
Cross PlatformIdentity
AI ProductCosts

Overview

AI spend across connected systems

HAHenri Aster
MTD Spend
$0
0%
Projected Quarter End
$0
0%
AI Activation
0 users
0%
Department spend vs budget
  • R&D$2.4M / $3.0M
  • GTM$0.3M / $1.5M
  • G&A$250k / $500k
Vendor mixMTD
  • Anthropic42%
  • OpenAI34%
  • Cursor15%
  • Gemini9%
Power usersTokens · 30d
  1. 1Priya ShahR&D · Platform1.84B
  2. 2Marcus ChenR&D · Agents1.42B
  3. 3Elena RodriguezAI Product0.98B
R&D
AI spend MTD
$0.0M
$3M global AI budget
+18% MoM
GTM
Adoption
0%
Tapering
AI Product Features
AI spend MTD
$0.0M
−7% MoM
Spend anomaly detected
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Claude Code defaults to a 5m caching window, and if you take breaks, this reduces cache hits and increases your costs. Switch to 1h to save 10–20%.

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Control AI costs with a multi-vendor budget

Budgets per tool are hard to control and you lose fine-grained oversight. Put department-wide budgets in place across tools to curb spending without mandating specific products.

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Identify top spenders and track AI maturity with leaderboards

Learn how your employees are using AI, what behaviors to promote and ones to curtail to save money on exorbitant use

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Detect runaway spend immediately and save $100k/yr+

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Reduce overlapping skills & MCPs to save 20%

End users test all kinds of productivity hacks for the best output, but they often overlap across your organization. Identify the duplicates wasting your context window and consolidate.

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Agentic Recipes for
AI Cost Savings

Track usage, monitor ROI, and optimize spend across every AI workflow.

More AI. Less waste.
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Finance’s Worst Nightmare: A ‘Blank Check’

Usage-based AI pricing is creating mini cloud bills for every vendor. Future AI costs are only going up.

“One platform showing every usage-based product and clear cost-savings opportunity is a huge win on its own. Being AI-native ensures Fancysauce only gets smarter and more valuable to us over time.”
CFO, Fortune 100 Company
“Usage- and outcome-based pricing introduce finance’s worst nightmare — a blank check.”
CFO, Fortune 100 Company

AI Becomes Your New Workforce

The AI Native Work Chart

Traditional org charts are obsolete. We provide a system of record for your digital labor. Map ownership across people and AI to see exactly how work is getting done.

  • Team-Centric Visibility: Automatically map vendor spend to specific engineering teams or projects.
  • Action Layer: AI agents that suggest next steps to right-size, negotiate, and draft actions to reduce waste.
  • Audit-Grade Governance: Full history and traceability from alert to workflow to cost record.

Live Cost Intelligence

See waste, ROI, and per-unit efficiency in real-time. No more waiting for end-of-month invoices.

AI-Ready Automation

Agents that help you right-size instances, negotiate renewals, and optimize storage automatically.

Continuous Compliance

Expense classification to correct teams and categories (e.g., COGS vs OPEX) for clean P&L mapping.

Integrations

Connects with your entire stack

Seamless integration via Billing, Usage APIs, and OAuth.

OpenAI
OpenAI
Claude
Claude
Devin
Devin
Cursor
Cursor
Gemini
Gemini
Copilot
Copilot
Perplexity
Perplexity
Google Cloud
Google Cloud
AWS Bedrock
AWS Bedrock
OpenAI
OpenAI
Claude
Claude
Devin
Devin
Cursor
Cursor
Gemini
Gemini
Copilot
Copilot
Perplexity
Perplexity
Google Cloud
Google Cloud
AWS Bedrock
AWS Bedrock
OpenAI
OpenAI
Claude
Claude
Devin
Devin
Cursor
Cursor
Gemini
Gemini
Copilot
Copilot
Perplexity
Perplexity
Google Cloud
Google Cloud
AWS Bedrock
AWS Bedrock
OpenAI
OpenAI
Claude
Claude
Devin
Devin
Cursor
Cursor
Gemini
Gemini
Copilot
Copilot
Perplexity
Perplexity
Google Cloud
Google Cloud
AWS Bedrock
AWS Bedrock
OpenAI
OpenAI
Claude
Claude
Devin
Devin
Cursor
Cursor
Gemini
Gemini
Copilot
Copilot
Perplexity
Perplexity
Google Cloud
Google Cloud
AWS Bedrock
AWS Bedrock