Provenous Provenance · Veracity · Intelligence
DOC PROVENOUS‑004 STATUS ARCHITECTURE READY REV 2026.08 VERTICAL FINANCIAL & BILLING RISK MANAGEMENT
Financial & Billing Risk Management

Every transaction traced back —
to the logic and the approval that made it.

Financial systems process millions of transactions daily. When billing logic changes, Provenous traces exactly which code change, which approval, and which control produced it — before revenue leakage goes undetected for months.

The problem

Revenue leakage goes undetected for months, and the evidence auditors need is scattered across systems.

Financial systems — banking, insurance, fintech, billing platforms — process millions of transactions daily. When billing logic or financial calculations change, teams struggle to trace which code change introduced new logic, whether proper financial controls were followed, and which transactions are affected.

Auditors demand proof that every transaction is correct and every control was followed. Today, that proof is scattered across a ticketing system, a code repo, an approval workflow, and a ledger — reconstructed by hand for every review.

How Provenous changes this A billing-logic commit, its financial approval, and every transaction it touched are the same living map. "What changed without sign-off?" becomes a query, not a project.
Capabilities

Wherever this vertical's truth already lives.

Layer 1A — the connectors below — is the only piece built specifically for financial services. Everything else is the same Provenous Core already live in production for another vertical.

Connects to

Core Banking Systems

Account, product, and transaction data from your core banking or policy administration system.

Connects to

Payment & Settlement

Payment rails and settlement records, linked to the logic version that processed them.

Connects to

Billing & Invoicing

Billing engines and invoicing logic — the code most likely to change without anyone re-checking the controls.

Connects to

Ledger & Accounting

General ledger entries, traced back to the transaction and the code version that generated them.

Connects to

Regulatory Reporting

Regulatory filings and reporting pipelines, kept in the same living map as the controls that feed them.

Agents

Financial logic → code → control mapping

Router Agents resolve financial logic changes to the exact commit, control, and approval involved — deterministically, never inferred.

Governance

Revenue leakage detection

Reasoning Agents flag billing-logic changes shipped without a corresponding financial control or QA sign-off.

Provenous Lens

Ledger-to-logic traceability

Ask "which logic change created this transaction?" and get a real, queryable answer instead of a forensic exercise.

How it works

Same engine, a financial-controls ontology on top.

INGEST
Connectors
MAP
Temporal Context Map
AGENTS
Router · Reasoning · Enforcement
LENS
Ledger-to-Logic Traceability

Same mechanism as every other Provenous deployment — Kafka-class event sourcing, deterministic ID resolution, a bi-temporal context projection, and HITL-gated agents. Only Layer 1A (the connectors on the left) and Provenous Lens, the dashboards on the right, are specific to financial services.

Built for regulated industries

Speaks the standards your auditor already speaks.

SOXSarbanes-Oxley — internal controls over financial reporting for public companies, with real penalties for misstatement. Basel IIIInternational banking regulation on capital adequacy, stress testing, and liquidity risk. IFRS 17International accounting standard for insurance contracts — how premiums, claims, and reserves are recognized. PSD2EU payment services directive — strong customer authentication and open banking data-sharing requirements. GDPREU data protection law — governs how personal data is collected, processed, and erased on request.

Architecture-ready, not yet built: the Provenous Core — event sourcing, the bi-temporal context layer, HITL governance — is already live in production for our Product Development deployment. Extending it here means building this vertical's ontology and connectors on that same core, not re-platforming.

What's different

Not a nicer report. A different source of truth.

A billing-logic change ships without financial sign-off, silently.
Every logic change is a versioned fact — missing sign-off is visible immediately.
Revenue leakage is found months later, by accident.
Anomalous or undocumented financial changes are flagged as they happen.
Proving "this transaction is correct" means a forensic investigation.
Every transaction traces to its logic version, approval, and control in one query.

See ledger-to-logic traceability on your own billing pipeline.

A working walkthrough scoped to your actual controls — not a slide deck.

Request a walkthrough