Accelerating Claim Substantiation for a
Multi-Billion Dollar Life Sciences Company

Accelerating Claim Substantiation for a
Multi-Billion Dollar Life Sciences Company

Accelerating Claim Substantiation for a
Multi-Billion Dollar Life Sciences Company

Accelerating Claim Substantiation for a
Multi-Billion Dollar Life Sciences Company

The Hidden Cost of Manual Review Is Time.  

For a customer of ours, claim substantiation alone for a single material could amount to 6 hours of work. 

The Real Bottleneck

For many life sciences companies, the problem isn't just the number of review cycles, it's the manual effort required to identify, link, and substantiate every claim.  

Our case study partner knew this firsthand. Heavy manual effort on claim substantiation was consuming reviewer capacity and crowding out higher-value work. 

Revisto changed that. The results speak for themselves: 180x faster initial review and claim linking. 

What You'll Find in This Case Study

This study documents how Revisto was validated against real promotional materials across multiple content types, audiences, and channels. You'll discover: 

  • How Revisto onboarded the customer in four weeks  

  • Performance results across all core MLR review categories 

  • A side-by-side time comparison that illustrates the scale of the efficiency gain 

We invite you to read the case study for yourself, then contact us for a demo to see what Revisto can do with your materials. 


 

Comprehensive AI Works 

Our case study partner was a top 5 global pharmaceutical company with annual revenues exceeding $40 billion. Their existing MLR process showed significant inefficiencies with materials requiring up to 162 days to approval and up to 81 review cycles for a single material. 

Through our comprehensive analysis, Revisto demonstrated measurable improvements while discovering critical compliance gaps that had been missed in the original human review process. The AI-human collaboration approach transformed their review efficiency while maintaining rigorous quality standards. 

What You'll Find in This Case Study  

This comprehensive analysis provides detailed insights into how Revisto addresses the full spectrum of MLR challenges. You'll discover: 

  • Methodology: How we conducted rigorous validation using 478 pages of real promotional materials across multiple content types and therapeutic areas 

  • Five Critical Categories: Complete analysis and distribution of five critical areas driving bottlenecks in MLR:  Editorial & Brand Guidelines, Market & Channel Compliance, Regulatory Compliance, Claim Substantiation, and Fair Balance 

  • Performance Measurement: Detailed metrics showing accuracy rates, claim substantiation, and process improvements across each category 

  • Implementation Process: Seamless integration with existing workflows and resource requirements for getting started 

We invite you to read the case study for yourself, then contact us for a demo to learn how Revisto can help solve your MLR challenges.

The MLR Crisis is Real—And Getting Worse. 162 days to approval. 81 review cycles. For a single piece of content. 

Sound familiar? 

The MLR Crisis is Real—And Getting Worse. 162 days to approval. 81 review cycles. For a single piece of content. 

Sound familiar? 

Comprehensive AI Works 

Our case study partner was a top 5 global pharmaceutical company with annual revenues exceeding $40 billion. Their existing MLR process showed significant inefficiencies with materials requiring up to 162 days to approval and up to 81 review cycles for a single material. 

Through our comprehensive analysis, Revisto demonstrated measurable improvements while discovering critical compliance gaps that had been missed in the original human review process. The AI-human collaboration approach transformed their review efficiency while maintaining rigorous quality standards. 

What You'll Find in This Case Study  

This comprehensive analysis provides detailed insights into how Revisto addresses the full spectrum of MLR challenges. You'll discover: 

  • Methodology: How we conducted rigorous validation using 478 pages of real promotional materials across multiple content types and therapeutic areas 

  • Five Critical Categories: Complete analysis and distribution of five critical areas driving bottlenecks in MLR:  Editorial & Brand Guidelines, Market & Channel Compliance, Regulatory Compliance, Claim Substantiation, and Fair Balance 

  • Performance Measurement: Detailed metrics showing accuracy rates, claim substantiation, and process improvements across each category 

  • Implementation Process: Seamless integration with existing workflows and resource requirements for getting started 

We invite you to read the case study for yourself, then contact us for a demo to learn how Revisto can help solve your MLR challenges.