Ledger GRC
Private Beta

Compliance intelligence, grounded in evidence.

Research publicly available and approved regulatory requirements and standards with AI-assisted answers, traceable citations, cited advisory guidance and evidence you can verify.

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Evidence-backed answersApproved public sourcesHuman oversight
Ledger GRC application workspace

Product

See Ledger in action.

See how Ledger connects research, answers and citations to the evidence behind them.

Ledger GRC answer with supporting regulatory citations

TRY LEDGER

Try a controlled demo.

Choose a pre-approved question to see a pre-authored, evidence-backed response. No free-text input or production access.

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Demo ModeDG

Welcome back. What can Ledger help you with?

Every answer is grounded in approved regulatory sources, with citations back to the source.

Predefined questions only — select a suggestion card or recent chat.

WHY LEDGER

Regulatory research needs evidence, not just answers.

Ledger brings retrieval, citations and verification into one research workflow.

Fragmented sources

Requirements sit across multiple authorities and documents.

Manual research

Finding the right requirement takes time.

Weak traceability

Answers are harder to defend without source evidence.

Unsupported AI

A fluent answer is not enough when evidence matters.

WORKFLOW

From Questions to Verifiable Answers

A controlled research flow from question to verified evidence.

  1. 01 Ask

    Start with a GRC question.

  2. 02 Retrieve

    Find relevant source material.

  3. 03 Analyze

    Analyze the retrieved evidence.

  4. 04 Advise

    Add cited advisory guidance where relevant.

  5. 05 Verify

    Open the source and verify the evidence.

CAPABILITIES

Built for evidence-first GRC research.

Core capabilities support research, traceability and verification.

Evidence-grounded answers

Ledger retrieves relevant source material before generating an answer, keeping the response tied to evidence you can inspect.

RetrieveGroundCiteVerify

Traceable Citations

Open the evidence behind an answer.

Regulatory Knowledge Retrieval

Retrieve relevant approved regulatory sources.

Cited Advisory Guidance

Keep advisory guidance tied to supporting citations.

Controlled Source Ingestion

Curate and administer approved source material.

Research History & Auditability

Preserve research history and its supporting evidence context.

Secure Private Access

Access is invitation-only during Private Beta.

How It Works

Evidence moves through a controlled retrieval pipeline.

  1. 01 Ingest

    Add approved source material.

  2. 02 Process

    Prepare content for retrieval.

  3. 03 Retrieve

    Find the most relevant evidence.

  4. 04 Ground

    Connect the response to retrieved evidence.

  5. 05 Respond

    Generate the response with citations.

  6. 06 Verify

    Review the cited source material.

Architecture

A high-level view of how Ledger is built.

Technical implementation details remain in the Technical Guide.

  1. 01

    Application Layer

    Next.js

  2. 02

    Identity & Data

    Supabase + PostgreSQL

  3. 03

    Retrieval

    pgvector + hybrid retrieval

  4. 04

    AI Reasoning

    AI / LLM

  5. 05

    Evidence & Citation

    Traceable evidence

Evidence Path

SourceRetrievalReasoningCitationHuman verification

Model and embedding details are covered in the Technical Guide.

View Technical Guide

SECURITY & TRUST

Designed for controlled, traceable use.

Ledger focuses on controlled access, traceable evidence and human oversight.

Human oversight stays in the loop.

Ledger supports professional judgment. It does not replace accountable GRC decision-making.

Controlled · Traceable · Reviewable

Controlled Access

Private Beta access is invitation-only.

Privileged Protection

Privileged functions are separated and protected.

Evidence Traceability

Answers link back to supporting evidence.

Auditability

Research activity is designed to be traceable.

Controlled Sources

Sources are curated and administered.

Private Beta

Invitation-only access.

There is no public signup. Request Access collects only the information needed to review your request.

Request Access

Coming Soon

What's coming next.

Planned features expand coverage and workflow support while keeping evidence and human oversight at the center.

ISO Standards Integration

Support for ISO standards, subject to applicable licensing and usage rights.

Source Knowledge Mapping Matrix

Map relationships across regulatory sources.

English + Arabic

A bilingual product experience.

Agentic AI for GRC Workflows

Controlled multi-step GRC workflows for analysis, evidence gathering and mapping, with human oversight.

Private Beta

Ready to Research with Confidence?

Access regulatory intelligence grounded in verifiable evidence. Sign in to continue your research.

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