Overview
Life sciences content teams are stuck in a cycle that manual workflows cannot break. Average medical legal review (MLR) review cycles run nearly a month, 40% of content requires re-review, and content volume is on track to double by 2027 while reviewer capacity stays flat. Sequential review processes, disconnected tools, and inconsistent application of brand and regulatory standards create rework, slow speed-to-market, and increase compliance risk at the moment commercial teams need to move faster.
Regulated Content Orchestrator, built by PwC and enabled by AWS, is an agentic solution that embeds medical, legal, regulatory, and brand guardrails directly into the content creation and review processes. Specialized agents run compliance checks as content is built — similarity against approved materials, regulatory and medical substantiation, safety and legal accuracy, and brand and editorial standards — each tuned to the organization's own rules, not a generic model.
Regulated Content Orchestrator is built to fit existing life sciences technology ecosystems. Native integrations with your content management system, digital asset management, and reviewer system surface compliance checks in the tools review teams already use. Open protocol support lets client-side agents and systems connect to Regulated Content Orchestrator as peers, with no custom integration work and no vendor lock-in.
PwC's Pharma and Life Sciences practice brings the MLR depth to help implement Regulated Content Orchestrator holistically. Working with the solution, life sciences organizations can expect up to 90% reduction in MLR review cycle time, a 75% right-first-time rate, and approximately 50% reduction in content production costs.
Highlights
- Specialized agents handle the overall medical, legal, and regulatory review workflow — claims substantiation, label consistency, regulatory checks, editorial review, and legal disclaimers — running in parallel during content creation rather than as a sequential gate at the end. Deployed in production today at a top-10 pharma, with human checkpoints reserved for items requiring genuine medical, legal, or regulatory judgment.
- Configurable to your medical, legal, and regulatory rules, brand standards, and commercial data — not a generic model. Compliance checks, risk-based routing, and reviewer assignments are tuned to your operating model, so the solution reflects how your teams actually work rather than forcing a standardized process.
- Built to fit your stack: native integrations with existing content management, digital asset management, and review systems surface compliance checks in the tools reviewers already use. MCP and A2A protocol support enables client-side agents and systems to connect to Regulated Content Orchestrator without custom integration work or vendor lock-in.
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