Turn AI regulation into
executable compliance.
PEARL translates fragmented HKMA, SFC, PCPD, and IA requirements into tailored control baselines, supervisory audit dossiers, and continuous evidence packs — so regulated institutions can deploy AI with absolute defensibility.
Deterministic Control Compilation • Zero LLM Hallucinations • Audit-Ready from Day 1
Trusted by Risk & Compliance Teams at
The Translation Gap in Regulated AI.
Regulation is drafted in legal prose, but financial institutions must operationalize it as precise engineering controls.
Compliance vs. Engineering
2LoD Compliance understands regulatory obligations but lacks technical architecture blueprints. Engineering understands models but cannot map legal circulars. The outcome: risk paralysis and multi-month delays.
Slow & Static Consulting
Traditional advisory firms require 6+ months and hundreds of thousands in billables to produce a point-in-time narrative report. The moment model hyperparameters or prompts drift, the audit baseline becomes obsolete.
Empty GRC Platform Shells
Generic GRC tools offer workflow trackers but contain zero domain-specific AI logic for Hong Kong regulatory frameworks. They leave institutions asking: "Given our specific license and model topology, what exact controls must we deploy?"
The Deterministic Policy Compiler.
How PEARL algorithmically translates Hong Kong financial circulars into machine-verifiable DevSecOps baselines without generative AI hallucinations.
Continuous Regulatory Ontology.
Unlike LLMs that hallucinate legal text, PEARL executes deterministic graph evaluation against an atomized ontology of Hong Kong financial AI circulars.
Entity DNA to Engineering Controls.
Defense Dossier Generation.
Dual-track institutional deliverables: Executive Audit Dossiers for Board/Regulators + DevSecOps Jira matrices for Engineering.
Once your profile is compiled, PEARL produces an implementation-ready Defense Dossier customized to your regulatory licenses and AI technical stack.
Stop building governance from scratch. Arm your 2LoD Risk Committee with formal audit packs and your DevOps team with policy-as-code control tickets.
Continuous Governance & Audit Lineage.
From point-in-time compliance assessment to ongoing model lifecycle assurance.
Real-Time Regulatory Delta.
Every new circular issued by HKMA, SFC, or PCPD triggers an instantaneous recalculation against your active control baseline. Automatically identify coverage gaps before regulatory inquiries arrive.
Model Version Lineage.
PEARL tracks control diffs across AI model iterations, prompts, and pipeline topologies, generating an immutable audit trail for internal Model Risk Committees and external regulatory inspectors.
Supervisory Attestation.
Every baseline deliverable carries a cryptographic SHA-256 integrity checksum. When supervisory authorities conduct an on-site review, you possess mathematical proof of deterministic governance compliance.
Frontier AI Governance &
Supervisory Intelligence
Deep-dive research whitepapers and executive audio briefings synthesized from live supervisory horizons, adversarial jailbreak benchmarks, and cross-border regulatory topologies. Authored daily for CROs, CISOs, and General Counsel.
From Regulatory Ambiguity to
Deterministic Governance.
The AI compliance infrastructure that makes rapid, defensible AI deployment possible for regulated financial institutions.