THE PROBLEM
Modern revenue operations run on messy documents, fragmented systems, and manual reconciliation
Contracts, rate cards, timesheets, invoices, bordereaux, claims files - critical business data arrives in inconsistent formats, across disconnected systems, and under constantly changing business rules.
Manual review cannot scale
Errors slip through
Disputes rise
Cash slows
Revenue leaks
WHAT HERCULES DOES
Hercules processes complex business documents, extracts the data, translates business logic into executable rules, and then automatically runs those rules deterministically to produce verified, reconciled, audit-ready outputs.
AI layer
AI understands document structure and generates business rules. Execution becomes deterministic and reliable once logic is defined: same input, same output every time.
BUSINESS IMPACT
Proven operational and financial outcomes
Reduction in processing time, decreasing operational costs, accelerating cash cycles, and improving margins
Faster document ingestion time, allowing for efficient resource reallocation, faster onboarding, and proactive risk management
Verification for every line item, improving accuracy with audit defensibility built into every workflow
HOW HERCULES WORKS
From document chaos to reliable execution
Hercules transforms messy structured and unstructured documents into high-velocity, audit-ready business information
01
Read + Extract
Hercules reads unstructured documents and extracts rules, logic and terms.
02
Translate business logic
Business rules, regulatory logic, contract terms, and margin policies are translated by AI into a programmatic code.
03
Verify + reconcile
Hercules applies code to verify data against the formalized logic, reconcile numbers across systems, and flag discrepancies before money moves.
04
Execute with audit-ready outputs
Verified results flow directly into billing, settlement, reporting, and downstream systems with full traceability and visibility of ROI.
Order-to-cash accuracy automation
Automate the verification, reconciliation, and execution of billing and collections workflows, ensuring every invoice reflects contracted rates, correct calculations, and validated data.
Revenue integrity + leakage prevention
Detect contract mismatches, calculation errors, missing documentation, and reconciliation gaps before invoices are sent or payments are made.
Compliance + audit automation
Embed compliance logic directly into operational workflows so verification happens continuously, lowering regulatory exposure and reducing audit costs.
Staffing + workforce management
Where margin leaks between contracts, time, and billing
Staffing firms lose margin in the gaps between contracts, rate cards, timesheets, and invoices. Rates change. Overtime rules vary. Clients dispute invoices. Credentials expire. Most firms rely on manual review across multiple systems. Errors slip through. Revenue leaks.
Hercules for staffing
Hercules verifies the entire order-to-cash chain before the invoice is sent.
It verifies:
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Contracted bill rates vs actual billing
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Timesheets vs pay rates
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Overtime rules vs state regulations
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Markups vs agreed margins
If something does not match, it flags the issue before money moves, protecting margins and reducing disputes.
Outcomes
Fewer invoice disputes · Faster billing cycles · Higher realized margin · Lower manual review workload · Clean audit trail
Fewer invoice disputes
Faster billing cycles
Higher realized margin
Lower manual review workload
Clean audit trail
