Measure the ROI of every AI interaction
Bridge the gap between your LLM spend and your P&L. Measure real-time unit economics, protect gross margins, and prove the ROI of your AI initiatives.
Unified visibility across your inference supply chain
Who it's for
Built for how you measure AI success
Protect your gross margins
Stop treating AI as a black box cost. Get per-customer unit economics to ensure your pricing scales profitably.
- Per-customer and per-feature cost attribution
- Real-time gross margin tracking by product line
- Pricing model validation against actual COGS
- Margin leakage alerts before they hit your P&L
Measure AI ROI
Compare the cost of AI interactions against human-led processes. Document the efficiency gains of your internal AI agents.
- Outcome-based cost attribution across RAG and agent workflows
- AI vs. human process cost comparison dashboards
- Board-ready reporting on AI initiative ROI
- Variance analysis across your inference supply chain
Why COGScontrol
The financial infrastructure to scale AI profitably
Traditional cloud cost tools weren't designed for AI workloads. COGScontrol gives you the financial intelligence required to manage unit economics across your entire inference supply chain.
Inference supply chain visibility
Unified cost data across OpenAI, Anthropic, AWS Bedrock, Azure OpenAI, and Vertex AI. One view of your fully-loaded AI COGS.
Intelligent classification
Automatically categorize costs by Cost Center, Product Line, Project, and more. Create rules that classify spending as it happens.
Dimension-based budgets
Set budgets on any dimension - by team, product, project, or environment. Get real-time alerts before you exceed limits.
Unit economics engine
Map AI costs to revenue, users, and transactions. Calculate cost-per-interaction, cost-per-customer, and AI-attributed gross margin in real time.
Custom dashboards
Build dashboards with 8+ chart types. Share with your team, pin favorites, and set up scheduled reports.
Margin leakage protection
Get alerted when unit costs drift outside expected bounds. Catch margin erosion from model changes, prompt bloat, or usage spikes before they hit your P&L.
How it works
From black-box AI spend to board-ready financial intelligence
Connect your inference supply chain
Securely ingest cost data from all your AI and cloud providers. Data syncs automatically within minutes.
Classify & Attribute
Map every token to a business outcome - by product, feature, customer, or team. Our classification engine builds your AI cost of goods sold automatically.
Measure value, not just cost
Track unit economics in real time, run variance analysis, and surface margin leakage before it reaches your P&L.
The questions you can't answer today
Until now
For the CFO
"What is our fully-loaded AI Cost of Goods Sold? Are our AI-enabled features diluting our aggregate gross margin, or are we achieving economies of scale?"
COGScontrol delivers real-time variance analysis against plan, so you can explain AI cost movements in terms the board and investors understand.
For the CTO
"Which features across our inference supply chain are driving unit costs up? Is our RAG pipeline more expensive per resolution than the human process it replaced?"
COGScontrol maps every token to a business outcome - by product, feature, or team - with outcome-based attribution across all providers.
For the CEO
"How do I prove to the board that our AI initiatives are creating value, not just generating expense? What's the ROI of each AI agent we've deployed?"
COGScontrol provides continuous unit economics visibility and AI ROI measurement, replacing month-end scrambles with durable financial intelligence.
Ready to measure the value of your AI investment?
See how COGScontrol gives you the financial intelligence to scale AI profitably.