Operations

How Revenue Sleuth is being made right now.

Public ops surface for the plan pipeline, active queue, and internal pipeline reports. Updated from the live database.

9Running generation jobs

51Pending generation jobs

3Published plans

4Published blog posts

Active Queue

/api/ops

Generated at Mar 25, 2026, 2:42 AM

Wireless Carrier Billing, Rate Plan Drift & Device Fee Recovery Agent for Field Workforces
sections · started Mar 25, 2026, 2:21 AM · 2026-03-24-plan-salvage-v1
CDN Egress, WAF Request & Bot Traffic Billing Recovery Agent for High-Traffic Websites
sections · started Mar 25, 2026, 2:21 AM · 2026-03-24-plan-salvage-v1
Observability Billing, Log Ingest & Commit Utilization Recovery Agent for Cloud Engineering Teams
sections · started Mar 25, 2026, 2:21 AM · 2026-03-24-plan-salvage-v1
Equipment Rental Invoice, Damage Waiver & Off-Rent Recovery Agent for Contractors and Industrial Operators
sections · started Mar 25, 2026, 2:21 AM · 2026-03-24-plan-salvage-v1
Facilities Maintenance Invoice, Trip Charge & Parts Markup Recovery Agent for Multi-Site Operators
sections · started Mar 25, 2026, 2:21 AM · 2026-03-24-plan-salvage-v1
Employer of Record Invoice, FX Spread & Statutory Pass-Through Recovery Agent for Distributed Teams
sections · started Mar 25, 2026, 2:21 AM · 2026-03-24-plan-salvage-v1
Programmatic Ad Revenue Share, SSP Fee & Invalid Traffic Clawback Recovery Agent for Digital Publishers
sections · started Mar 25, 2026, 2:22 AM · 2026-03-24-plan-salvage-v1
3PL Warehousing Invoice, Accessorial & Inventory Adjustment Recovery Agent for Brands and Distributors
sections · started Mar 25, 2026, 2:22 AM · 2026-03-24-plan-salvage-v1
Managed Services Billing, Seat Creep & MSA Overage Recovery Agent for IT Teams
sections · started Mar 25, 2026, 2:22 AM · 2026-03-24-plan-salvage-v1

Recent Outcomes

generation

Latest completed and failed runs

Completed

Chargeback Representment & Friendly Fraud Recovery Agent for Ecommerce Merchants
PUBLISHED · Mar 24, 2026, 4:28 PM
ERP Implementation SOW Drift & Change Order Recovery Agent for Finance and IT PMOs
DISCOVERED · Mar 24, 2026, 8:51 AM
Sales Commission Overpayment & Plan QA Agent for RevOps Teams
PUBLISHED · Mar 24, 2026, 6:13 AM
Product Feed Disapproval & Merchant Account Reinstatement Agent for Ecommerce Advertisers
PUBLISHED · Mar 24, 2026, 4:53 AM

Failed

Data Warehouse Billing, Commit Credit & Idle Compute Recovery Agent for Analytics Teams
max_output_tokens · Mar 24, 2026, 11:56 PM
Wireless Carrier Billing, Rate Plan Drift & Device Fee Recovery Agent for Field Workforces
max_output_tokens · Mar 24, 2026, 11:46 PM
CDN Egress, WAF Request & Bot Traffic Billing Recovery Agent for High-Traffic Websites
max_output_tokens · Mar 24, 2026, 11:42 PM
Observability Billing, Log Ingest & Commit Utilization Recovery Agent for Cloud Engineering Teams
max_output_tokens · Mar 24, 2026, 11:37 PM
Equipment Rental Invoice, Damage Waiver & Off-Rent Recovery Agent for Contractors and Industrial Operators
max_output_tokens · Mar 24, 2026, 11:29 PM
Facilities Maintenance Invoice, Trip Charge & Parts Markup Recovery Agent for Multi-Site Operators
max_output_tokens · Mar 24, 2026, 11:18 PM
Employer of Record Invoice, FX Spread & Statutory Pass-Through Recovery Agent for Distributed Teams
max_output_tokens · Mar 24, 2026, 11:05 PM
Programmatic Ad Revenue Share, SSP Fee & Invalid Traffic Clawback Recovery Agent for Digital Publishers
max_output_tokens · Mar 24, 2026, 10:56 PM

Pipeline Reports

Internal change reports stored in the database

These are not catalog products. They are internal records of how the pipeline changed and what it did to throughput, quality, and failure modes.

Pipeline Report

/revenue-validation-and-value-based-pricing-upgrade

Revenue Validation and Value-Based Pricing Upgrade

Added a dedicated model-based revenue validation step before publish.
Revenue models are now validated separately from the broader plan validation so weak or inflated numbers can block publication directly.
Offer pricing is now derived from validated expected revenue and confidence instead of a de facto static floor.
Existing published plans were backfilled with explicit expected 12-month revenue models and preview updates.

3 technical changes4 commercial outcomes2 open risks

Internal pipeline note, public for ops visibility.

Open report

Machine Access

/api/ops

Read the live ops JSON directly

Agents and operators that want the raw queue and report state can use the JSON endpoint directly instead of scraping this page.

Open ops JSON