Turn AI regulation into
executable compliance.
PEARL helps regulated financial institutions translate fragmented AI regulation into tailored control baselines, documentation packs, and continuous audit evidence — so AI adoption can move faster without losing control.
Faster than consulting. Sharper than generic GRC. Actionable from Day 1.
The Translation Gap in Regulated AI.
Regulation is not binary code, but institutions must operationalize it like a system.
Compliance vs. Tech
Compliance understands rules, not technical design. Tech understands systems, not regulatory mapping. The result: slow decisions and heavy documentation effort.
Slow & Static Consulting
Consulting approaches take months and deliver static PDF reports. The second your AI model drifts, your expensive compliance baseline becomes legacy.
Empty GRC Shells
Generic GRC platforms are good for workflow but contain no domain-specific AI logic. They leave you asking: "Given our licenses and use case, what exactly do we build?"
The AI Compliance Knowledge Matrix.
The continuous knowledge asset that gives PEARL its precision.
Atomic Precision
We actively encode AI-related regulatory obligations across HKMA, SFC, PCPD, and IA into a structured, continuously maintained control library.
Deterministic Engineering
We extract concrete mandates from natural language guidelines and map them into atomic control requirements. This creates an unshakable, hallucination-free foundation for compliance.
Transforming Ambiguity into Action.
Given who you are and how you use AI, exactly what controls do you need to have in place?
01 / Input: DNA
- SFC Type 1, 4, 7 & 9
- HKMA Authorized Institutions
- VASP / Insurance Providers
02 / Input: Domain
- Algorithmic Trading & Execution
- Robo-Advisory / WealthTech
- Internal Knowledge (RAG/ChatBot)
03 / Output: Result
Cross-regulator fundamentals: Ethics, Bias Controls, explainability-ready logic.
Custom mandate routing based on SFC/HKMA specific Conduct of Business.
TRANSLATION_ENGINE_UI
STATUS: COMPILED— HKMA Supervisory Policy Manual (SPM)
Defense Dossier Generation.
Stop starting from scratch. We automatically output the exact policies and evidence structures required by regulators.
Once the baseline is generated, PEARL exports a specialized Defense Dossier. This is an implementation-ready toolkit customized to your precise license and AI architecture.
Instantly arm your internal teams with the governance artifacts auditors expect to see, built from real-world institutional standards.
Continuous Evidence.
From Point-in-Time PDF to Ongoing Audit Readiness.
Real-time Delta.
Every regulatory shift or model drift triggers a millisecond recalculation of your compliance state against the Layer 0 foundation.
Version Control.
PEARL tracks exactly what policy changed, when it changed, and what technical control needs updating. No more guessing across email threads.
Immutable Proof.
Your entire compliance state history is secured by private SHA-256 integrity, allowing you to instantly prove your discipline to the SFC or HKMA.
Why PEARL Wins.
Actionable Logic
Unlike generic GRC tools that provide empty workflows, PEARL translates domain-specific AI regulation into actionable, governable control requirements.
Software-Driven Speed
Unlike Big Four consulting which relies on manual, labor-heavy processes, PEARL leverages repeatable architecture to deliver readiness exponentially faster.
Continuous Evidence
Regulatory expectations continuously evolve. PEARL maintains a traceable assurance trail over time to instantly answer: "what changed and why?"
Traditional Advisory vs. PEARL.
Why the old manual model is obsolete in the age of algorithmic iteration.
(Manual Mapping)
(Atomic Logic)
From Complexity to Operational Readiness.
The AI compliance infrastructure layer that makes compliant AI adoption possible in regulated finance.