Protege Almanac

Private Beta

AI Knowledge Graph for Business Documents and Regulations

AI Knowledge Graph for Business Documents and Regulations

Protege Almanac is a regulatory knowledge layer built on LightRAG. Index any regulatory source. Query directly through MCP in Claude, ChatGPT, or your platform's Assistant. Get alerts when rules change.

Enterprise-grade compliance intelligence for regulated industries.

How it works

Index & Monitor

Integrate

Connects to any regulatory body or policy database

Intake

Ingests partner requirements
and internal policies

Ingests partner requirements and internal policies

Ingests partner requirements and internal policies

Monitoring

Near-real-time monitoring of regulatory updates

Tracking

Tracks federal/state regulators, card networks, industry associations

Analyze & Update

Policy Drift Detection

Identify outdated internal policies

Ask questions via any Assistant through MCP

Rule Conflict Alerts

Flag contradictions with current regulations

Change Guidance

Change Guidance

Recommend updates based on new requirements

Enable customers to query regulations in your platform

Recommend updates based on
new requirements

Query through MCP

MCP Connect

Ask questions via any Assistant through MCP

Multi‑Assistant Access

Query directly from Claude,
ChatGPT, or your product

Query directly from Claude, ChatGPT, or your product

Query directly from Claude, ChatGPT, or your product

Customer Query Portal

Enable customers to query regulations in your platform

Verified Responses

Get quick answers with source citations

Works where you already work

AI Platforms

Documents

Developer

Regulatory

Regulatory

Documents

Developer

AI Platforms

Use cases by team

Compliance Teams

Compliance Teams

Automate regulatory monitoring
across all jurisdictions

Automate regulatory monitoring across all jurisdictions

Automate regulatory monitoring across all jurisdictions

Product Teams

Product Teams

Your customers can ask compliance questions directly in your product — no support ticket, no legal queue.

Your customers can ask compliance questions directly in your product — no support ticket, no legal queue.

Legal Teams

Legal Teams

Track policy changes and
maintain current documentation

Track policy changes and maintain current documentation

Track policy changes and maintain current documentation

Platform Teams

Platform Teams

Add regulatory knowledge to customer assistance

Add regulatory knowledge to customer assistance

Don’t see your team?

Almanac & Review work together

Monitor

Almanac indexes latest regulations

Enforce

Review enforces those rules
in your documents

Review enforces those rules in your documents

Adapt

When regulations update,
Review adapts automatically

When regulations update, Review
adapts automatically

Result

Compliance that stays current automatically

Frequently asked questions

What sources can Almanac index?

Any MCP-compatible source including regulatory databases (federal/state banking, lending, card networks, industry associations), partner documentation, and internal policy repositories.

What sources can Almanac index?

Any MCP-compatible source including regulatory databases (federal/state banking, lending, card networks, industry associations), partner documentation, and internal policy repositories.

How does it integrate with Claude/ChatGPT?

Through MCP protocol. Query Almanac directly as a knowledge source with full citations.

How does it integrate with Claude/ChatGPT?

Through MCP protocol. Query Almanac directly as a knowledge source with full citations.

Can I use this in my product?

Yes. Almanac can extend your platform's Assistant, allowing your customers to query regulatory knowledge directly.

Can I use this in my product?

Yes. Almanac can extend your platform's Assistant, allowing your customers to query regulatory knowledge directly.

What's the difference between Almanac and Review?

Almanac tracks regulatory knowledge. Review enforces compliance in your documents. They work together.

What's the difference between Almanac and Review?

Almanac tracks regulatory knowledge. Review enforces compliance in your documents. They work together.

What does enterprise pricing include?

Custom indexing, dedicated support, SLA, and self-hosted deployment options.

What does enterprise pricing include?

Custom indexing, dedicated support, SLA, and self-hosted deployment options.

How current is the regulatory data?

Near-real-time monitoring with automated alerts when regulations change.

How current is the regulatory data?

Near-real-time monitoring with automated alerts when regulations change.

Get Started with Almanac

Enterprise

Join private beta

Pre-configured regulatory feeds (SEC, FINRA, etc.)

Custom source indexing

Dedicated support

Enterprise SLA

Best For:

Compliance teams

Regulated industries

Multi-jurisdiction operations

We build applied AI tools for large enterprises to streamline important work.

© 2026 Reality Platforms

We deliver innovative solutions to help teams optimize
operational efficiency and help them meet their compliance obligations.

© 2026 Reality Platforms

We build applied AI tools for large enterprises to streamline important work.

© 2026 Reality Platforms