ZeroH Insights

Insights

Audit-grade GenAI infrastructure for regulated finance. Research, analysis, and frameworks — with Shariah governance as a leading example.

Framework

Bring-Your-Own-AI for Regulated Finance: The Architecture Pattern

Regulated institutions cannot rip out the AI their staff already use. The bring-your-own-AI pattern wraps the existing AI tools (Microsoft Copilot, Claude, ChatGPT, internal agents) in a verifiable safety layer that satisfies regulators without forcing a vendor switch.

May 2026

Framework

The DPO's Gap: Proving What Your AI Never Saw

GDPR Article 5 requires data minimisation. EU AI Act Article 12 requires logging of high-risk AI processing. Mainstream AI vendors give you a privacy policy, not cryptographic evidence. The gap between policy and proof is now where regulatory exposure lives.

May 2026

Announcement

Compliant AI starts before the cloud.

Today we announced ZeroH Disclosure, the patent-pending privacy and proof platform that lets regulated institutions use AI without surrendering control of sensitive data. Ask Ali, our Shariah Governance AI co-pilot, is the first product on it.

April 2026

Research

Can AI Think Like a Mufti?

Academic research shows 93.75% semantic drift in generic AI vs AAOIFI standards. What this means for institutional compliance.

March 2026

Framework

The AI Shariah Review Stack

How Islamic banks will govern AI, not just use it. A framework for institutional Shariah Governance AI.

March 2026

Market Analysis

Islamic Finance AI Landscape 2026

Eight competitors, three market tiers, and one question: who builds it right?

March 2026

Framework

Malaysia Just Called for AI Shariah Screening Tools

SC Malaysia CMP 2026-2030 explicitly mandates AI-based Shariah compliance across jurisdictions. What this means for institutions.

March 2026

Framework

From Spreadsheets to Audit-Grade Evidence: What GRC Automation Actually Looks Like

Most regulated institutions still manage compliance in spreadsheets and PDFs. What a modern GRC platform does differently.

March 2026

Case Study

Inside Qatar's First On-Soil Compliance Deployment

A factual account of the QFC Digital Assets Lab deployment: ZeroH as Digital Receipt System validated alongside Google Cloud.

March 2026

Analysis

The Data Sovereignty Trilemma

Sovereignty, utility, privacy: organizations are forced to sacrifice one. Deterministic selective disclosure changes that equation.

March 2026

Framework

Selective Disclosure: How to Share Proof Without Exposing Data

A practical guide to deterministic selective disclosure, Proof Packs, and boundary detection for regulated cloud documents.

March 2026

ZeroH Disclosure

Audit-grade GenAI infrastructure for regulated finance

Verifiable evidence that policy ran before data moved. For CISOs, DPOs, and AI Risk Officers. Islamic finance is our beachhead — regulated finance is the category.

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