Sales-ready report
Give prospects a concrete savings story instead of vague AI cost advice.
Audit Pipeline
Turn AI usage into a revenue-ready spend audit.
Generate findings, savings recommendations, and a paywalled full report from usage data.
Cost
Verified
Control
Verified
Savings
Verified
Live Workflow
Audit pipeline workflow
Online
1
Create audit run
Start an audit from real usage records, uploaded usage, or demo usage samples.
2
Analyze spend
Detect high-cost models, waste patterns, forecast risk, and optimization opportunities.
3
Generate findings
Create prioritized findings with impact, severity, confidence, and supporting evidence.
4
Gate full report
Show a free partial report and unlock the full report through entitlement or paid access.
Problem
The operational gap
Companies want to reduce AI spend, but they need proof. The audit pipeline turns messy usage into a clear executive report.
Outcomes
What this unlocks
Each page is designed to explain the product value before the backend is fully wired.
Paywall-ready output
Free users see teasers. Paid users unlock evidence and full recommendations.
Fast demo path
Run an audit without waiting for full ingestion infrastructure.
Modules
Product modules
A complete surface area for marketing, trials, and progressive backend integration.
Findings engine
Detects waste, concentration risk, budget overruns, and model mix inefficiency.
Recommendation engine
Produces action-oriented savings steps with confidence and expected impact.
Audit report
A customer-facing report designed for trial, sales, and paid unlock flows.
FAQ
Common questions
Short answers for buyers, operators, and early trial users.
Can the audit work before live integrations?
Yes. It can work from demo or uploaded usage records first, then upgrade into live ingestion later.
What should be hidden in the free report?
Evidence, exact savings details, and implementation steps should stay locked until paid access.
Start now
Turn AI spend into a clear action plan.
Launch the web surface first. Connect real usage, billing, and automation in controlled batches after prospects can understand and try the product.