API operational — AWS ap-southeast-1 All systems healthy Singapore data residency MAS FEAT aligned
MAS AI Risk Management Guidelines — Nov 2025 · Audit trails are now mandatory

Prove every AI credit decision.
Before MAS asks.

Drop-in audit SDK for MAS-licensed lenders. Every LLM decision hash-chained, tamper-evident, and Bitcoin-anchored. Three lines of code to integrate.

3
lines to integrate
< 500ms
p95 latency
AWS SG
data residency
SHA-256
hash chain
Live
in production

MAS can ask. Most lenders can't answer.

The November 2025 AI Risk Management Guidelines made audit trails a current obligation — not a future one. Most lenders' infrastructure was not built for this.

⚠️

LLM logs expire

OpenAI, Anthropic, and AWS Bedrock don't store your prompts permanently. When MAS asks for a decision audit, the evidence is already gone.

30-day default expiry
🔍

No chain of custody

Even if you have logs in a database, there's no cryptographic proof they weren't modified after the fact. A log file is not tamper-proof evidence.

Zero integrity guarantees
👤

Personal CCO liability

Under the IAC regime, the Chief Compliance Officer is personally liable if AI credit decisions can't be explained, reproduced, or proven to a regulator.

Individual Accountability & Conduct
📋

Inspections are live

FEAT Principles are active. The 2025 AI Risk Management Guidelines are binding for all MAS-licensed FIs. This is not a future requirement.

Effective November 2025

Three lines. Full audit trail.

Drop into your existing LLM pipeline. Zero changes to your credit logic. Zero impact on your p99 latency.

● ● ● credit_decision.py
1from veritrail import VeritrailClient, wrap_openai
2
3client = VeritrailClient(
4  api_key="vt_live_...",
5  lender_id="ldr_..."
6)
7
8with client.decision_session(
9  application_id="APP-001",
10  product_type="personal_loan",
11  policy_version="v2.1.0"
12) as ds:
13  oai = wrap_openai(openai.OpenAI(), ds) # ← line 1
14  resp = oai.chat.completions.create(...) # ← line 2
15  ds.set_outcome("approved", reason=...) # ← line 3
16# → submitted async, never blocks credit flow
1

Auto-capture every LLM call

Full prompt, model response, model name, version, token counts, and latency — captured automatically without changing your code logic.

2

Hash-chained, tamper-evident

SHA-256 linked blocks. Each record includes the hash of the previous record. Any modification or deletion breaks the chain. Mathematically unalterable.

3

Bitcoin-anchored timestamps

Daily Merkle batch anchored to the Bitcoin blockchain via OpenTimestamps. Cryptographic proof that your records existed before any future dispute.

4

One-click MAS Inspection Package

Single API call generates a verified PDF: chain certificate, OTS Bitcoin proofs, full decision log. Ready to hand to a regulator in under 60 seconds.

Decision flow — what happens in under 500ms
🏦
Your LLM call

OpenAI / Anthropic / Bedrock inside your credit pipeline

3-line SDK
🔐
Veritrail SDK

Captures call, HMAC-signs, hashes with prev block, async POST

Non-blocking
⚙️
Veritrail API

Validates, appends chain, encrypts PII at rest (AES-256)

AWS ap-southeast-1
⛓️
Bitcoin anchor

Daily Merkle batch to Bitcoin via OpenTimestamps

Immutable timestamp
📋
Inspection Package

Chain cert + OTS proofs + full decision log PDF

Audit-ready

Built for FEAT. Every requirement mapped.

Every Veritrail feature maps directly to a MAS obligation. No interpretation required when the regulator asks.

MAS RequirementVeritrail Feature
FFairness — decisions must be explainable Full LLM replay: exact prompt + model response stored immutably
EEthics — align with documented ethical standards Policy version + outcome reason per decision, append-only
AAccountability — complete audit trail required SHA-256 hash chain, monotonic sequence, access log
TTransparency — model versioning must be logged model_id, model_version, policy_version per decision
IAC — personal CCO liability for AI decisions Cryptographic proof chain + OTS Bitcoin timestamping
2025 AI Risk Management Guidelines One-click Inspection Package PDF — chain cert + OTS proofs

Designed for vendor due diligence

MAS-licensed entities are required to conduct vendor due diligence before onboarding third-party AI infrastructure. Veritrail is designed to pass it: TLS-encrypted API, Singapore data residency, append-only storage, and full audit documentation available on request.

⚠ Your current risk

LLM providers don't store your audit trail

OpenAI retains request data for 30 days by default. AWS Bedrock logs require manual configuration. If MAS requests a 12-month audit of AI credit decisions made today, most lenders cannot produce it. Veritrail stores everything, permanently, from the moment you integrate.

Live. Running. Battle-tested.

Not a concept or prototype. Deployed and operational on AWS ap-southeast-1.

API live on AWS SG

Running on ECS Fargate, ap-southeast-1. Health checks passing. 7-day uptime, zero incidents.

🔒

TLS + AES-256

All data in transit encrypted via TLS 1.2+. All data at rest encrypted with AES-256-GCM. No exceptions.

🇸🇬

Singapore data residency

All data stored in AWS ap-southeast-1 (Singapore). No cross-border data transfer. PDPA-compliant by architecture.

⛓️

SHA-256 hash chain

Append-only linked blocks. Any modification breaks the cryptographic chain. Independently verifiable.

Bitcoin-anchored

Daily Merkle root anchored to the Bitcoin blockchain via OpenTimestamps. External, immutable timestamp proof.

🚀

Full CI/CD pipeline

GitHub Actions → ECR → ECS. Full test suite on every push. Automated deployment with zero-downtime rollout.

Start for less than one consultant day.

Design partners shape the product roadmap. Early access pricing is locked in for the life of the account.

Early Adopter
SGD 2,000
per month

  • Unlimited decision records
  • 4-hour support SLA
  • Monthly product calls
  • Early feature access
  • MAS inspection packages
Get in touch
Standard
SGD 5,000
per month

  • Unlimited decision records
  • 99.9% uptime SLA
  • Custom report templates
  • Priority support
  • Dedicated onboarding
Contact us

Let's get you inspection-ready.

20-minute demo. I'll show you a live AI decision being logged, hash-chained, replayed, and packaged for a regulator — against your actual use case.

Book a demo
pruthvitgr@gmail.com · getveritrail.com · Singapore