OpenChainGraph v0.3 · Narrative Comparison

Two worlds.
Same compliance requirement.
Radically different audit trail.

Every regulatory decision your organisation makes — VaR calculations, liquidity checks, credit assessments — leaves a trail. Today that trail is email chains, PDFs, and shared drives. OpenChainGraph replaces it with something a regulator can verify in their own browser in seconds, with no document requests and no version confusion. This page shows exactly what changes, and what doesn't, across three real scenarios.

Chief Risk Officer Head of Compliance Regulator / Supervisor CFO Internal Audit Treasury
Foundation — one idea

The fingerprint you can't fake

OpenChainGraph is built on one idea borrowed from cryptography: a hash function. Feed any document, number, or decision into a hash function and it produces a unique 64-character string — a digital fingerprint. The critical property: change anything about the input, even a single digit, and the entire fingerprint changes beyond recognition. There is no such thing as a "close" fingerprint — two inputs are either identical or completely different.

In the legacy world, one person sends another person a spreadsheet. There is no way to prove the spreadsheet hasn't been modified, or that it's the same version used for a different calculation. With OpenChainGraph, every decision tool stamps its inputs and outputs with a fingerprint before publishing. Any downstream tool, regulator, or auditor can independently recompute the fingerprint and confirm it matches — in seconds, in their own browser, with no access to your systems.

Original decision
VaR: $2,847,300 · confidence: 99%
sha256: 3f9a1b2c8d7e4f0a5c6b2e1d9f3a7c4b
One digit changed
VaR: $2,847,400 · confidence: 99%
sha256: e7c2a91f4d830b2e1a957c6f38d4b0e2
Zero characters in common. The same hash function on nearly identical inputs produces a completely unrelated output. This means there is no way to "nudge" a decision result by a small amount without the fingerprint changing completely — making any alteration immediately detectable by anyone who checks.
Scenario 1 of 3 · Basel ICAAP

Six weeks of email. Or three days.

The Internal Capital Adequacy Assessment Process (ICAAP) is one of banking's most intensive annual regulatory exercises. It requires proving that five or more interdependent calculations — risk, stress, liquidity, credit, capital — are consistent, current, and tamper-free. Today, that proof is a 142-page PDF assembled from seven separate email attachments.

📂
Today — legacy process
Email, Excel, shared drives, PDF
1
Risk team runs VaR model in Excel
Output emailed to risk manager as VaR_FXDESK_Q4_FINAL_v3.xlsx. No version control. The file name is the only record of which version this is.
No version control
2
Stress test team requests the numbers
Email: "Can you send the VaR figures you used?" Risk manager replies with a copy-pasted table. This is now a new document — not the original model output.
Copy-paste chain begins
3
LCR team uses "the numbers from the email"
Unknown to the LCR team, the stress test email used VaR v2, not v3 — the version actually submitted. No one catches this until the audit, four weeks later.
Silent version drift
4
Compliance assembles the ICAAP document
Seven email attachments. Two files are named identically but contain different data. Compliance picks the larger file, which turns out to be the wrong version.
No integrity check possible
5
ECB reviewer finds the inconsistency
Stress test inputs don't match the VaR submission. The bank issues a formal response — 10 business days to assemble supporting evidence. The regulator notes a control weakness.
10-day document request
6
Audit concludes after 6–8 weeks
Total elapsed time: 6 weeks from submission to clearance. Three information requests. One formally noted version inconsistency. Management representation letter required.
Formal finding issued
With OpenChainGraph
Hash-linked artifacts, instant verification
1
VaR tool emits a fingerprinted artifact
The tool computes its result and immediately stamps the inputs and outputs with a SHA-256 fingerprint. The fingerprint is inseparable from the exact data used to compute it.
Fingerprinted at origin
2
Stress test tool cites the VaR fingerprint
No email. No copy-paste. The stress test tool records the VaR fingerprint as a parent reference. If the VaR data changes, the stress test's own fingerprint breaks — automatically.
Cryptographic reference
3
LCR tool cites the same VaR fingerprint
The LCR tool independently refers to the same VaR result. Any version drift — any difference at all — would produce a mismatched fingerprint, caught immediately at submission.
Drift detected instantly
4
Capital and ICAAP artifacts close the chain
Each tool's fingerprint references all the tools it consumed. Compliance receives a machine-readable chain: VaR → Stress → LCR → Credit → Capital → ICAAP. Every link verifiable.
Full lineage embedded
5
ECB reviewer verifies the chain in their browser
The reviewer runs the same fingerprint check — in their own browser, on their own machine — on each artifact in the chain. All six fingerprints match. No inconsistency exists to find.
Zero information requests
6
Audit concludes in 3 working days
Total elapsed time: 3 days. Zero information requests. Zero findings. The fingerprint chain is the evidence — no document assembly, no version reconciliation, no management letter.
Clean clearance
Outcome — legacy
6–8 weeks to clearance. Three document requests. One formally noted version inconsistency between the stress test and VaR submission. Management representation letter required. Control weakness noted in the supervisory review.
Outcome — OpenChainGraph
3 working days to clearance. Zero document requests. Zero findings. The ECB reviewer independently verified the entire chain using the artifact fingerprints. No email, no version confusion, no management letter.
Scenario 2 of 3 · Payment Fraud Investigation

A chargeback you can't win. Or a case you can prove.

A high-value payment is flagged as fraudulent three months after authorisation. The card scheme requests proof that your fraud scoring system flagged it correctly at the moment the payment was released. In the legacy world, you can retrieve the log entry — but you cannot prove that the log reflects the exact model and inputs active at that instant.

🗂
Today — legacy process
Siloed systems, reconstructed evidence
1
Payment authorised by real-time risk model
Fraud score: 0.73 (above threshold 0.70). Payment released. The score exists in a log entry in System A. The inputs that produced it exist in System B. The model version is tracked in System C.
Three siloed systems
2
Fraud dispute filed 90 days later
Card scheme requests: "Prove the fraud score was above 0.70 at the moment of authorisation." Your investigation team begins retrieving data from three separate systems.
14-day evidence assembly
3
Log retrieval: score confirmed, model uncertain
The log shows score 0.73. But the model was updated 30 days after the transaction. You cannot prove which model version produced this exact score — the version tracking system was patched during that window.
Model version unverifiable
4
Evidence package assembled from multiple sources
Screenshots, CSV exports, log extracts, a narrative statement from the risk team. The card scheme reviewer notes: "This is a reconstruction, not a contemporaneous record."
Reconstruction ≠ original
5
Chargeback decided against the bank
The card scheme cannot verify the score was produced by a compliant model with the claimed inputs at the claimed time. Chargeback upheld. Loss: £14,200. Regulatory note on evidence quality.
Chargeback lost · £14,200
🔐
With OpenChainGraph
Contemporaneous, fingerprinted proof
1
Risk model emits a fingerprinted decision artifact
At the moment of authorisation, the fraud model produces an OCG artifact: inputs (velocity, amount, device fingerprint), output (score: 0.73), and a SHA-256 fingerprint of the exact combination. Stored immutably alongside the transaction record.
Contemporaneous proof at origin
2
Authorisation artifact links to the fraud score
The payment authorisation record carries the fraud score artifact's fingerprint as a direct reference. The two are inseparably linked: you cannot change the score without breaking the link to the authorisation.
Score linked to payment
3
Fraud dispute filed 90 days later
Your team retrieves the fraud score artifact — one JSON file. The fingerprint is the evidence. The card scheme reviewer needs no reconstruction, no narrative statement, no version history lookup.
Evidence ready in 4 minutes
4
Card scheme runs the fingerprint check independently
The reviewer recomputes the SHA-256 fingerprint from the artifact's inputs and output — in their own environment. The result matches the stored fingerprint exactly. The score, inputs, and model cannot have been altered.
Independent verification
5
Chargeback immediately won
Score 0.73 is mathematically proven: these exact inputs, this exact model output, at that exact moment. Not reconstructed — contemporaneous. Chargeback overturned. Zero evidence cost. No regulatory note.
Chargeback won · £14,200 recovered
Outcome — legacy
Chargeback upheld. The bank can retrieve a log entry showing score 0.73 but cannot prove the score came from a compliant model with those exact inputs — the evidence is a reconstruction. Loss: £14,200. Regulatory comment on evidence quality.
Outcome — OpenChainGraph
Chargeback overturned in 4 minutes. The OCG artifact proves — mathematically, independently verifiable — that those exact inputs produced that exact score at that exact moment. No reconstruction. No narrative. Pure proof.
Why "reconstruction" fails and fingerprints don't

A log entry can be altered. A spreadsheet can be edited and re-saved. A system can be updated and backdated. All of these are reconstructions — human-assembled chains of assertion. A SHA-256 fingerprint is different in kind: it is a mathematical function of the exact byte sequence of the data at the moment it was computed. You cannot produce the same fingerprint from different data. You cannot alter the data and keep the fingerprint. Independent parties can verify it themselves. That's the difference between an assertion and a proof.

Scenario 3 of 3 · Cross-Border Trade Finance

A paper trail that takes weeks. Or a chain that takes seconds.

A letter of credit covers a €4.2M shipment of semiconductor equipment. Compliance requires AML screening, sanctions checks, and document verification — and a regulator must be able to prove, 18 months later, that all three were completed before the payment was released. Today, those checks live in three separate systems with no cryptographic link to the payment instruction.

📬
Today — legacy process
Siloed compliance checks, manual assembly
1
Exporter presents documents — 5-day review
Bill of Lading, Invoice, Certificate of Origin sent by courier. Bank staff review originals manually. Results logged in the document management system, not linked to the documents themselves.
5-day manual review
2
AML and sanctions run in separate systems
Sanctions in System A. AML in System B. Results stored in each system with reference to the LC number — not to the documents reviewed. No link proves these checks covered the same document set.
No cross-system link
3
Payment released via SWIFT MT103
The payment instruction carries the LC reference number. There is no field linking to the compliance check records. The MT103 and the AML record exist in separate systems with no cryptographic connection.
No link to compliance
4
Regulatory audit 18 months later
Regulator requests proof that AML screening was completed before payment release. System B logs are archived. IT ticket raised. Database restore required. Evidence package assembled from three systems, two of which have been partially migrated.
3-week reconstruction
5
One AML record cannot be located
The archive restore is incomplete. One of six AML records for this LC is missing. The bank issues a management representation letter stating the check was completed. Regulator issues a finding.
Missing record · formal finding
🔗
With OpenChainGraph
Fingerprint-linked compliance chain
1
Document verification tool fingerprints the documents
The Bill of Lading, Invoice, and Certificate of Origin are each hashed. The verification artifact records those document fingerprints as inputs — proving exactly which document versions were reviewed.
Document fingerprints embedded
2
Sanctions artifact cites the document fingerprint
The sanctions screening tool records the document verification fingerprint as a parent reference. The check is now inseparably linked to the exact documents it screened — not just the LC number.
Check linked to exact documents
3
AML artifact cites sanctions + documents
The AML artifact records both the sanctions fingerprint and the document fingerprint as parents. It proves: these documents, this sanctions check, this AML check — all linked, all verifiable.
Full compliance chain
4
Payment gated on the AML artifact fingerprint
The payment system requires a valid AML artifact fingerprint before releasing the MT103. The AML fingerprint is embedded directly in the payment instruction. The compliance check and the payment are one inseparable record.
Fingerprint gated release
5
18-month audit: 8 seconds to reconstruct
Regulator queries the fingerprint from the MT103. The entire compliance chain — document verification, sanctions, AML — is reconstructed from the artifact chain in 8 seconds. Every link independently verifiable. Zero findings.
8-second reconstruction
Outcome — legacy
3-week reconstruction. One AML record missing from partial archive restore. Management representation letter issued. Formal regulatory finding: inadequate evidence retention. Remediation programme required.
Outcome — OpenChainGraph
8-second reconstruction from the fingerprint in the MT103. Document verification, sanctions, and AML all independently verified by the regulator. Full compliance chain intact. Zero findings, zero cost.
The numbers

Across the three scenarios

These figures represent the aggregated difference across ICAAP, fraud, and trade finance workflows — the three scenarios above, combined. Figures are illustrative, based on representative legacy audit patterns; outcomes vary by institution and jurisdiction.

6–8 wks
3 days
Audit clearance time
ICAAP audit: 6–8 weeks of document collection, reconciliation, and information requests versus 3 working days with fingerprint chain verification.
0%
100%
Independent verifiability
Legacy audit evidence requires trusting the sender's assertions. OCG fingerprints are independently verifiable by any party in any environment — no access to your systems required.
3 wks
8 sec
Compliance chain reconstruction
Trade finance compliance trail: 3-week IT retrieval from archived systems versus 8-second chain traversal from the fingerprint embedded in the payment instruction.
~12%
~89%
Fraud chargeback win rate
Without cryptographic proof of the real-time decision, chargebacks are difficult to win. With an OCG artifact proving the exact score and inputs at authorisation, the success rate inverts. (Illustrative — directional figures based on fraud decisioning audit patterns.)
What changes for your team

By role

The change is not in how decisions are made — it's in how they're recorded and proved. Here is the concrete change for each role.

👔
Chief Risk Officer
The audit conversation changes completely
Before
Regulatory audits require assembling evidence from multiple teams over days or weeks. Version inconsistencies surface only at audit time. Information requests create disruption across departments.
With OCG
Every decision tool in your suite produces a fingerprinted artifact that any regulator can verify independently. Version inconsistencies surface immediately — before submission, not during audit. Information requests become rare.
🔍
Head of Compliance
Assembly becomes verification
Before
Compliance assembles evidence packages from email attachments, spreadsheets, and system exports. Files with identical names but different content create submission risk. Version reconciliation is manual and error-prone.
With OCG
Compliance receives a machine-readable chain of fingerprinted artifacts. Version consistency is guaranteed by the chain structure — two tools using different versions produce detectably mismatched fingerprints before any document is assembled.
🏛
Regulator / Supervisor
Trust through mathematics, not assertion
Before
Regulatory review relies on management assertions: "This is the model we used." "These are the inputs." Verification requires deep technical investigation or trust in the institution's own attestation.
With OCG
Each artifact's fingerprint is independently verifiable — the regulator runs the same SHA-256 function in their own browser using the artifact's recorded inputs. The fingerprint either matches or it doesn't. No assertion required.
💼
Treasurer / Treasury Ops
Payment instructions carry their own proof
Before
Payment instructions and the compliance checks that authorised them live in separate systems. Linking them at audit time requires manual reconstruction across IT systems, often years after the event.
With OCG
The compliance artifact fingerprint is embedded directly in the payment instruction at release. The link between authorisation and compliance evidence is permanent, automatic, and cryptographically unbreakable — no reconstruction ever needed.
🔬
Internal Audit
Continuous verification replaces periodic sampling
Before
Internal audit samples a subset of decisions periodically and traces evidence backward. Coverage is incomplete by design. Evidence quality varies by team and system. Findings often relate to documentation gaps, not decision quality.
With OCG
Any artifact in any chain can be fingerprint-verified independently at any time. Internal audit can automate continuous verification across all decision chains, shifting time from evidence retrieval to actual risk analysis.
Legal / Dispute Resolution
From assertion to mathematical proof
Before
Dispute evidence is a narrative: "Our system recorded score X at time Y using model Z." Opposing parties or card schemes can challenge whether the record reflects what actually happened — and often succeed.
With OCG
Dispute evidence is a fingerprint: the artifact proves which exact inputs produced which exact output, without relying on system logs or retrospective attestation. Chargebacks and regulatory disputes resolve in minutes, not months.
Continuity

What doesn't change

OpenChainGraph is a standard for recording and linking decision outputs — not a replacement for the decisions themselves, the models that produce them, or the people who make them.

Your existing risk models
OpenChainGraph does not change how your VaR, credit, or liquidity models work. It changes how their outputs are recorded and linked. The model logic, parameters, and governance remain yours.
Your regulatory obligations
ICAAP, DORA, BCBS 239, FRTB — none of these regulations change. OpenChainGraph makes compliance with their evidence and auditability requirements easier to demonstrate, not different.
Who makes the decisions
Every decision in the chain is still made by your team and your models. OCG adds a fingerprint to the output — it does not add a step to the decision, introduce a third party, or require approval from any authority.
Your data governance
OCG artifacts contain no personal data by design. The fingerprint is computed from decision inputs and outputs only — model parameters, calculations, results. No PII enters or exits the chain.
Your infrastructure
The fingerprint computation runs entirely in-browser using your device's built-in cryptography — no external servers, no cloud calls, no third-party dependencies. Your infrastructure remains yours.
The human audit relationship
OCG does not replace the conversation between your institution and a regulator. It removes the weeks of document retrieval that precede it — so the conversation can be about substance, not about finding files.

Ready to go deeper?

This page tells the story at the business level. The technical explainer walks through how the fingerprinting actually works — the same SHA-256 function, step by step, in seven animated stages. The live sandbox lets you edit a real artifact and watch the fingerprint break in your browser. No setup, no account, no server.