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MLR Software

The AI platform for Medical, Legal & Regulatory review

As content volume grows, pharma and biotech teams are turning to MLR software to streamline reviews, reduce compliance risk, and accelerate time to market. ERMA Evaluate™ identifies claims, assigns references, and flags FDA risk inside your assets.

What is MLR software?

MLR software is a technology platform designed to manage the review, approval, and compliance of pharmaceutical content. It enables medical, legal, regulatory, commercial, and agency teams to collaborate within a centralized workflow while maintaining complete audit trails and documentation.

Promotional materials
Sales aids
Website content
Email campaigns
Social media content
Medical affairs materials
Scientific communications
Speaker program materials

The hidden cost of traditional MLR processes

Many organizations still rely on email chains, spreadsheets, and manual tracking. According to industry estimates, review cycles can take more than 40 days and involve multiple rounds of revisions before approval.

Delayed product launches
Missed review deadlines
Increased compliance risk
Limited visibility into status
Excessive administrative burden
Difficulty preparing for audits

How modern MLR software improves compliance

Centralize content reviews

All reviewers work from a single source of truth, eliminating confusion around versions and approvals.

Maintain audit readiness

Every comment, decision, approval, and revision is automatically documented.

Improve workflow efficiency

Automated routing, notifications, and role-based permissions reduce manual coordination.

Reduce regulatory risk

AI identifies claims, validates references, and flags potential compliance concerns before human review.

AI-powered MLR

Beyond static claims databases

Traditional platforms rely on static claims databases that require significant maintenance and quickly become outdated. AI-powered MLR software reduces review cycles while helping teams maintain regulatory confidence.

Automatically identify claims within content Suggest supporting references Compare claims against approved source materials Monitor evolving FDA guidance Surface compliance risks earlier in the review

What to look for in an MLR platform

As FDA scrutiny increases and content volumes grow, evaluate solutions on the capabilities that drive both speed and compliance.

Workflow flexibility
AI-powered claim detection
Audit trail capabilities
FDA compliance support
Reference management
Multi-tenant security
Scalability across brands
Ecosystem integration
40+ days per legacy review cycle
50% fewer review cycles with ERMA
62% faster submission to approval

Frequently asked questions

What is MLR software?

MLR software is a technology platform that manages the review, approval, and compliance of pharmaceutical content, letting medical, legal, regulatory, commercial, and agency teams collaborate in a centralized workflow with complete audit trails.

What does MLR stand for?

Medical, Legal, and Regulatory — the three functions that approve pharmaceutical promotional materials before use. The same process is also called PRC or medical review committee review.

How long does an MLR review cycle take?

With manual, email-driven processes, industry estimates put review cycles at more than 40 days with multiple rounds of revision. Modern AI-powered MLR software can significantly reduce that timeline.

How does AI improve MLR review?

AI automatically identifies claims, suggests supporting references, compares claims against approved sources, monitors evolving FDA guidance, and surfaces compliance risks earlier — without a static claims database to maintain.

What content can be reviewed in MLR software?

Promotional materials, sales aids, website content, email campaigns, social media, medical affairs materials, scientific communications, and speaker program materials.

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