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Why do regulated content teams need governed knowledge?
AI can write content faster than ever, but speed is not the same as quality. In life sciences, AI is only useful when it knows your approved claims, supporting evidence, brand rules, and review history. Without that governed knowledge, AI produces more content for MLR teams to review, not better content.
Most organizations keep that knowledge scattered across separate systems. Standalone AI tools and pre-check apps sit outside all of them. The result? Reviewers keep catching the same preventable issues, and every new piece of content starts from scratch.
Read: Faster content, hidden risk: How AI-generated content destabilizes MLR >
What is a Regulated Content Intelligence Platform™?
A Regulated Content Intelligence Platform™ (RCIP) combines a governed system of record for regulated knowledge with an embedded intelligence layer that applies that knowledge wherever content is created, reviewed, approved and distributed.
How does Vodori bring intelligence into every stage of regulated content management?
Vodori supports the full regulated content lifecycle today and adds intelligence at each stage.
Start from what's already approved
Creation Intelligence brings governed knowledge into authoring, so issues are prevented instead of found. Authors and agencies build from approved claims, references, comments, annotations, and brand guidelines. Global content links to every local version, so teams adapt rather than rewrite.
Catch preventable issues before MLR
AI pre-check flags spelling, grammar, formatting, branding, trademark and link issues before formal review, so reviewers spend their time on scientific and regulatory judgment. Reviewers then comment, annotate and approve on a single version, including websites and HTML in their native format.
See how our AI pre-check works
Keep every claim traceable
Claims Intelligence makes approved claims and evidence reusable across products, brands and markets. Approved claims stay linked to their references and to every asset that uses them, with a complete audit trail of who decided what, and when. Teams answer audit requests in hours instead of days.
Explore claims and evidence management
Deliver approved content faster, then keep improving
Approved content flows to Salesforce, CRM, DAM, and sales enablement tools through validated integrations. Dashboards and annual benchmarks show where review slows down and how your team compares with peers. Workflow Intelligence recommends process improvements from your own review data.
Start from what's already approved
Creation Intelligence brings governed knowledge into authoring, so issues are prevented instead of found. Authors and agencies build from approved claims, references, comments, annotations, and brand guidelines. Global content links to every local version, so teams adapt rather than rewrite.
Catch preventable issues before MLR
AI pre-check flags spelling, grammar, formatting, branding, trademark and link issues before formal review, so reviewers spend their time on scientific and regulatory judgment. Reviewers then comment, annotate and approve on a single version, including websites and HTML in their native format.
See how our AI pre-check works
Keep every claim traceable
Claims Intelligence makes approved claims and evidence reusable across products, brands and markets. Approved claims stay linked to their references and to every asset that uses them, with a complete audit trail of who decided what, and when. Teams answer audit requests in hours instead of days.
Explore claims and evidence management
Deliver approved content faster, then keep improving
Approved content flows to Salesforce, CRM, DAM, and sales enablement tools through validated integrations. Dashboards and annual benchmarks show where review slows down and how your team compares with peers. Workflow Intelligence recommends process improvements from your own review data.
Who is Vodori built for?
Whether you're preparing your first product launch or managing global promotional review operations, Vodori provides AI-powered content review workflows designed for the unique needs of life sciences organizations.

How does Vodori fit into your commercial ecosystem?
Vodori is the governed knowledge hub for your commercial technology stack. Approved content and its context flow to the systems your teams already use, including Salesforce, IQVIA OCE, Showpad, Seismic, and Highspot, through validated integrations and an open API.
As a Salesforce AppExchange partner, Vodori delivers MLR-approved materials directly to Agentforce Life Sciences, Sales and Service Clouds.
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