Beta detectors below are active only within their stated evidence boundary. They fail closed when required approval, status, amount, date, billing, or settlement evidence is missing or ambiguous.
LIMITED / BETA
Missed fee signals
Recognizes fee-related language such as late fee, penalty, finance charge, or additional fee and presents it for review.
Evidence: fee-related document language and related monetary context.
Limit: this language signal does not prove a fee is contractually due or legally permitted.
LIMITED / BETA
Renewal and expiration signals
Recognizes renewal and expiration language that may warrant review for a missed renewal opportunity.
Evidence: renewal or expiration language and related monetary context.
Limit: this language signal remains distinct from the explicit-evidence recurring billing detector.
LIMITED / BETA
Duplicate charge signals
Recognizes document language associated with duplicate charges, duplicate invoices, or duplicate payments for human review.
Evidence: duplicate-charge language and source document context.
Limit: language-based signals are not deterministic transaction matching.
LIMITED / BETA
Unbilled approved work reconciliation
Reconciles explicitly completed and approved work value against the documented billed amount or an explicit missing matching invoice.
Evidence: completed work status, approved work or rate evidence, billed amount or explicit invoice absence.
Limit: initial production scope requires explicit labeled TXT/PDF evidence; ambiguous work or billing status fails closed.
LIMITED / BETA
Pricing, discount, and rate leakage
Compares explicit effective authorized rates, billed rates, quantities, and documented discount approval state.
Evidence: authorized rate, effective and service dates, billed rate and quantity, discount approval when applicable.
Limit: initial production scope requires explicit labeled TXT/PDF evidence and does not infer rate precedence from vague terms.
LIMITED / BETA
Recurring billing schedule reconciliation
Flags an explicitly active recurring agreement when a documented expected billing period has no invoice.
Evidence: active agreement status, cadence, expected period, amount per period, explicit invoice absence.
Limit: missing or ambiguous active status, pause state, or invoice state fails closed.
LIMITED / BETA
Credits, rebates, and commission reconciliation
Reviews explicitly unsupported customer credits and compares approved vendor rebates or commissions with documented amounts received.
Evidence: credit approval, approved rebate or commission evidence, eligible or earned amount, received or settled amount.
Limit: approved customer-favorable refunds are not treated as recovery revenue; current scope requires explicit labeled TXT/PDF evidence.
LIMITED / BETA
Construction approved-revenue leakage
Reconciles approved change orders and fees against invoiced amounts, and released retainage against recorded payment.
Evidence: approval evidence, approved amount, invoiced amount, retainage release and payment when applicable.
Limit: unapproved change orders, unreleased retainage, and unapproved fees fail closed; current scope requires explicit labeled TXT/PDF evidence.
LIMITED / BETA
Vendor credit, refund, and overpayment recovery
Reconciles supplier overpayments, approved vendor refunds, and posted supplier credits against exact settlements and reversals.
Evidence: authoritative payable, posted payment or credit, approval when required, and linked settlement or reversal records.
Limit: requires the explicit versioned structured evidence contract and human review; no currency conversion, supplier communication, payable change, refund request, or funds movement is performed.