Cloud infrastructure
CostReveal
Cost attribution for AI, cloud, and API spend with evidence behind every figure.
- Category
- Cloud infrastructure
- Stage
- Growth
- For
- Finance, engineering, platform, and security teams managing cloud, AI, and API spend.
- Platforms
- Web
- Pricing
- Free plan available for 7 day trial. Pro starts at $99 per month or yearly.
About
Cost attribution for AI, cloud, & API spend
Features
- Problem
- Costs lack clear ownership.
- How it works
- Matches billing lines to tags, labels, named owners, and usage data; users can group spend by dimensions such as team, feature, customer, and environment.
- Result
- Teams can understand who or what drives spend.
- Why
- Connect spend to the people or work behind it.
- Problem
- Cost reports present different confidence levels as equally certain.
- How it works
- Labels every figure as direct, inferred, allocated, or unknown and records its supporting signal.
- Result
- Users can judge which numbers are measured, estimated, shared, or still unexplained.
- Why
- Make attribution evidence visible.
- Problem
- Shared infrastructure costs are opaque.
- How it works
- Allocates shared costs using inspectable rules selected by the customer.
- Result
- Teams can see how shared costs were divided.
- Why
- Avoid silently folding shared costs into team totals.
- Problem
- Unattributed spend is obscured.
- How it works
- Shows unknown spend separately and identifies one next best action to explain more of it.
- Result
- Teams have a concrete path to improve attribution coverage.
- Why
- Expose coverage gaps rather than spreading them across teams.
- Problem
- Attributed totals may not match provider invoices.
- How it works
- Compares attributed totals with provider billing totals each period and surfaces variances.
- Result
- Finance can use figures that reconcile to the cent.
- Why
- Ensure reported spend ties out to the invoice.
What makes it different
- World class integration to variety of Connectors like AWS, Anthropic, K8s etc.
- All attribute costs in one platform.
Product questions
What does CostReveal do?
CostReveal attributes AI, cloud, and API spend to teams, features, services, models, customers, or users, while showing the evidence basis and unexplained spend.
Who is CostReveal for?
Finance, engineering, platform, and security teams managing cloud, AI, and API spend.
How much does CostReveal cost?
Free plan available for 7 day trial. Pro starts at $99 per month or yearly.
Which platforms does CostReveal support?
- Web
What makes CostReveal different?
- World class integration to variety of Connectors like AWS, Anthropic, K8s etc.
- All attribute costs in one platform.
Screenshots
