PRODUCT CAPABILITY CATALOG

Know what Revenue Recovery AI can do today.

This catalog separates broadly available production capabilities from constrained beta detectors and planned workflows. It is designed to make product boundaries clear before a business relies on a finding or takes recovery action.

AVAILABLE

Production capabilities backed by current analyzer behavior

Available capabilities still require human review of source records, credits, disputes, contract terms, and commercial context before customer-facing action.

AVAILABLE

Past-due receivables

Identifies positive invoice balances that are past due when the record provides the balance and due-date or overdue status.

Evidence: invoice, balance due, due date or overdue status.

Limit: credits, disputes, or unapplied payments may still change what is actually owed.

AVAILABLE

Invoice balance discrepancies

Compares invoice total, amount paid, and reported balance to flag arithmetic that does not reconcile.

Evidence: invoice total, amount paid, reported balance.

Limit: a discrepancy does not by itself determine which field is commercially correct.

AVAILABLE

Duplicate invoice records

Detects repeated invoice numbers within structured CSV or Excel invoice batches for review.

Evidence: invoice number and structured invoice batch.

Limit: repeated identifiers can represent legitimate revisions or source-system behavior.

AVAILABLE

Documented underbilling

Flags underbilling when source records provide contracted and invoiced amounts, or documented contract pricing exceeds the invoice total.

Evidence: contract amount or rate, invoice total, and quantity when needed.

Limit: caps, discounts, amendments, and effective dates still require human review.

LIMITED / BETA

Constrained detectors and signals with explicit evidence requirements

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.

PLANNED · NOT CURRENT DETECTORS

Expansion areas beyond the current beta boundary

No additional expansion workflow is currently committed as a production detector. Future additions will be listed here only after an evidence-backed scope is approved.

HUMAN-CONTROLLED RECOVERY

Review evidence before taking action.