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AI Spend Intelligence

We help you understand
your AI costs —
and act on them.

Go from spreadsheet chaos to complete AI spend intelligence in minutes. See every dollar. Optimize your stack. Find new ways to grow.

See How It Works
No credit card required
Setup in 5 minutes
9 integrations
Budget Alert 🔔
Engineering at 94% — $1,060 left
$495K
Annualized Run Rate
app.quantai.ai/overview
Spend Overview · April 2025
MTD Spend
$41,280
↑ 18% MoM
Run Rate
$495K
↑ from $312K
12-mo Total
$389K
↑ 6.4× YoY
Budget Left
$8.7K
82% used
Monthly Spend — Historical & Forecast
Actual
Forecast
Budget
Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr ◀ May Jun Jul Aug ↑ +12% forecast
Connects with your entire AI stack — 9 integrations and growing
OpenAI
Anthropic
Gemini
Azure OpenAI
AWS Bedrock
Mistral
Cohere
HuggingFace
NVIDIA NIM
95%
of enterprises report zero measurable ROI on their GenAI spend
26 hrs
per month CFOs spend manually reconciling AI data — over 3 working days
78%
of IT leaders hit unexpected charges from consumption-based AI billing
50%
of CFOs will cut AI budgets without ROI proof in the next 12 months
What You Can Do With It

Visibility is just the start.

Most tools stop at the dashboard. Quantai takes you from understanding your spend to doing something about it — including finding ways to turn your AI capabilities into revenue.

01
Understand

See exactly where every AI dollar goes.

Connect all your AI platforms and get a single, real-time view of spend by vendor, model, team, and project — with historical trends and a 6-month forecast.

  • Multi-vendor dashboard updated daily
  • Budget alerts before the invoice arrives
  • Board-ready PDF reports in one click
  • Anomaly detection for unexpected spikes
02
Optimize

Cut waste. Right-size your AI stack.

Know which teams are getting ROI and which are burning budget. Answer the question every CTO is asking: should we hire an AI engineer or keep buying tools?

  • Per-team and per-project cost attribution
  • Hire vs. buy analysis with real numbers
  • Cost-per-output benchmarking by model
  • Vendor consolidation recommendations
03
Monetize

Turn your AI capabilities into a revenue stream.

Once you understand what your AI stack produces, the next question is: could other companies pay for those insights? Quantai surfaces marketplace opportunities through our partner network.

  • Identify which AI outputs have external value
  • Connect to the Spartera analytics marketplace
  • Package and sell insights via API — no raw data shared
  • Turn a cost center into a revenue line
The Problem

AI budgets are growing.
Accountability isn't.

Every team is spinning up AI tools. Finance has no view. Engineering has no guardrails. Leadership has no story to tell the board.

💸

Invisible Spend

Token-based billing fluctuates minute to minute. By the time the invoice lands, the damage is done and nobody can explain it.

🗂️

Shadow AI Sprawl

71% of employees use AI tools without IT approval — on personal cards and discretionary budgets that never hit the official ledger.

📉

No Proof of Value

When the CFO asks "what are we getting for $40K/month?" nobody can answer. Budgets are defended with vibes, not data.

🏗️

Wrong Tools Exist

Enterprise FinOps platforms target GPU infrastructure. Native vendor dashboards only show one provider. Neither is built for the business side.

🎯

No Mid-Market Layer

If you're spending $15K–$150K/month across 3+ AI platforms, there is no purpose-built tool for you today. Spreadsheets or nothing.

🔁

Visibility Without Action

Even companies with some tracking can't answer: "Should we hire another AI engineer or buy more tools?" Nobody has built that layer.

Everything your CFO actually
needs to see.

Four screens that turn AI cost chaos into a defensible, board-ready story.

Spend Overview

Your entire AI bill in one place.

Connect every platform with an API key. Quantai aggregates your entire AI spend — across all vendors, teams, and models — into one live dashboard updated daily.

  • 12-month historical spend with 6-month AI-powered forecast
  • Annualized run rate and month-over-month trend tracking
  • Budget utilization vs. actual in real time
  • Cost-per-output metric per model and use case
  • Anomaly detection when spend spikes unexpectedly
app.quantai.ai/overview
Spend Overview · April 2025● Live
MTD Spend
$41,280
↑ 18% vs last month
Annual Run Rate
$495K
↑ from $312K
12-mo Total
$389K
↑ 6.4× YoY
Budget Remaining
$8,720
82% consumed
Monthly Spend — Historical & Forecast
Actual
Forecast
Budget Cap
$50K cap ↑ +12% forecast Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr ◀ May Jun Jul Aug Sep
OpenAI
$18.4K
↑ 22% MoM
Anthropic
$12.1K
↓ 4% MoM
Azure OpenAI
$7.9K
↑ 11% MoM
Team Attribution

Know which team is spending what.

Attribute every dollar to a team, project, or product area. Stop the "it's just in the platform bill" conversation and get granular accountability.

  • Per-team and per-project spend breakdowns
  • Month-over-month deltas by team
  • Cost per unit of output by use case
  • Identify ROI winners vs. budget burners
  • Hire vs. buy analysis built in
app.quantai.ai/teams
Spend by Team — April 2025 · $50K budget
Engineering
$18,920
94%
⚠ 4 days left — at risk
Product
$7,240
60%
Marketing
$7,600
95%
Data Science
$5,520
55%
Support AI
$2,100
21%
Hire vs. Buy Analysis
Current AI Tool Cost
$41.3K/mo
~$495K annualized
2 AI Engineers (est.)
$38K/mo
$3.3K/mo cheaper + IP
Budget Alerts

Catch overruns before they happen.

Set budget thresholds at the team, project, or platform level. Get alerted via Slack or email before the invoice drops.

  • Team and project-level budget guardrails
  • Slack and email alerts at 80%, 90%, 100%
  • Anomaly detection for unusual spend spikes
  • Surface shadow AI tools outside official accounts
  • Weekly digest for Finance — no login required
app.quantai.ai/alerts
Active Alerts & Notifications
Engineering at 94% of monthly budget

OpenAI GPT-4o usage spiked 40% — check pipeline logs for loop

2h ago
Marketing budget at 95% — 4 days remaining

Consider pausing non-critical content generation this week

5h ago
Anomaly: 3× normal spend on Claude Sonnet

Possible infinite retry loop in content generation pipeline

Yesterday
Data Science efficiency improving

Cost per model output down 12% vs last month

2d ago
Unrecognized tool detected: Perplexity Pro

5 accounts found on personal expense reports — not in official stack

3d ago
Board Report

One click. Board-ready.

Stop copy-pasting dashboards into slides. Generate a clean, branded PDF formatted for finance and leadership — not developers.

  • One-click PDF export for non-technical readers
  • QoQ and YoY trend narrative in plain English
  • Cost-per-outcome summary by team and use case
  • Hire vs. buy analysis with supporting data
  • Custom branding on Enterprise plan
app.quantai.ai/reports
AI Spend Report — Q1 2025
Acme Corp · Generated by Quantai · April 1, 2025
$119K
Q1 Total Spend
6
Platforms Tracked
$0.38
Avg Cost / Output
Quarterly Spend Trend
Q1'24 Q2'24 Q3'24 Q4'24 Q1'25 Q2'25 Forecast
✓ Spend grew 27% QoQ while cost-per-output dropped 12% — efficiency improving
📋 Hire vs. Buy: Tooling costs $119K/quarter. 2 AI engineers ≈ $114K. Headcount may be more cost-effective.
How It Works

From signup to answers
in under 5 minutes.

No engineers. No implementation project. If you can paste an API key, you can use Quantai.

01

Connect Your AI Accounts

Paste an API key or OAuth-connect for OpenAI, Anthropic, Google AI, Azure OpenAI, AWS Bedrock, and more. Each integration takes under 60 seconds.

5 minutes · No code
02

See Your Full AI Bill

Total spend broken down by platform, model, team, and project — updated daily. The number you've never been able to pull, available immediately.

Live dashboard
03

Report, Justify, Decide

Set budgets. Get alerts. Export a board-ready PDF. Run a hire vs. buy analysis. For the first time, you have the data to make the AI budget conversation a real one.

Board-ready output

The only AI spend tracker
built for the business side.

Every other option is built for engineers, priced for enterprises, or limited to a single vendor.

Feature ⭐ Quantai Mavvrik Milestone OpenAI Dashboard Apptio Spreadsheets
Multi-vendor aggregation Infra only Limited Cloud only Manual
Business-friendly UI Partial Sort of
Board-ready PDF reports Generic
Historical + forecast charts Partial Cloud only
Budget alerts (Slack + email) Partial Basic
Hire vs. buy analysis
5-minute self-serve setup Sort of
Starting price $79/mo $1,000+/mo Custom Free (1 vendor) $500–5K/mo Free (manual)
Pricing

Priced like a utility.
Not like a platform.

Per-company flat pricing. One subscription covers your whole org — no per-seat games, no usage overage surprises.

Free
$0
For individuals & early testers

  • 2 platform integrations
  • Up to $1K/mo tracked spend
  • Basic spend dashboard
  • Monthly email summary
  • Budget alerts
  • PDF export
  • Forecast charts
Enterprise
$299/mo
For multi-team orgs & compliance

  • Everything in Pro
  • SSO / SAML
  • Role-based access control
  • Industry peer benchmarking
  • Anomaly detection & alerts
  • Custom report branding
  • Priority support + onboarding

All plans cover your entire company — no per-seat fees.

From opaque invoices to
advanced AI intelligence
in under 5 minutes.

Request a 30-minute demo and we'll show you exactly what Quantai looks like with your actual AI stack — before you commit to anything.

No commitment. No credit card. Usually responds within 1 business day.