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Regulatory audits answered in hours, not weeks.

Model Audit Trail

Generates immutable, tamper-evident audit logs of every model decision, training run, data access, and deployment event to satisfy central bank, health authority, and industrial regulatory requirements. Enables BFSI and healthcare clients to respond to regulatory audits of AI systems within hours rather than weeks of manual evidence gathering.

Why It Matters

ModelAuditTrail turns the regulatory audit from an organizational crisis into a database query.
Immutable, tamper-evident logs of every model decision, training run, data access, and deployment mean the evidence regulators demand already exists — complete, cryptographically trustworthy, and retrievable in hours.
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Hours, not weeks, per audit

Manual evidence gathering across teams and systems is what makes AI audits painful — always-on logging with Athena querying turns audit response into report generation.

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Tamper-evident by design

Immutable logs carry evidentiary weight that reconstructed spreadsheets never will — regulators trust records that provably couldn't have been altered after the fact.

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Regulator-ready templates included

Pre-built report formats for Central Bank, DGDA, and ISO 27001 AI addendum requirements mean compliance teams file in the format authorities expect, not a translation exercise.

The Cloudly Advantage

ModelAuditTrail is the capstone of Cloudly’s governance suite — the product that converts everything the platform records into regulator-facing evidence.
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Bangladesh regulatory moat

Bangladesh Bank and DGDA report templates are local compliance expertise productized — an advantage global MLOps vendors can't match in our home market and similar emerging markets.

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Governance suite capstone

Lineage, notebooks, registry, explainability all generate records — ModelAuditTrail packages them into audit deliverables, monetizing the whole suite's output in one product.

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Sells to the compliance budget

Audit response cost is a line item risk officers already own — a mandate-driven purchase that closes on obligation, not persuasion.

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Audit-crisis land-and-expand

A client facing a regulator deadline buys fast — and an urgent audit engagement becomes the beachhead for the full governance and platform story.

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Vault and CloudTrail services pull-through

HashiCorp Vault and CloudTrail architecture is core security-infrastructure consultancy, opening AWS Monitoring and security engagements in every deployment.

The Final Takeaway

Compounding template IP — Every new regulator and jurisdiction we template becomes reusable product value — a library that deepens with each client and raises the barrier for competitors yearly.

Powered By

AWS CloudTrail

Core to the ModelAuditTrail technology stack.

HashiCorp Vault audit logs

Core to the ModelAuditTrail technology stack.

OpenTelemetry

Core to the ModelAuditTrail technology stack.

AWS Athena log querying

Core to the ModelAuditTrail technology stack.

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