Guides

Practical, how-to guides on AI tools, workflows, and adoption for pharmaceutical and life sciences teams.

How to Evaluate AI-Powered Field Force Effectiveness Platforms in Pharma (2026)

A buyer's framework for grading AI-powered field force effectiveness platforms in pharma on the criteria that actually predict deal success: data trust, ROI evidence, CRM integration, adoption support, strategic focus, and the 21 CFR Part 11 hard gate.

20 min read8/20/2026

ai field force effectivenesspharma commercial opsveeva nitroiqvia oceai vendor evaluationgxp compliance21 cfr part 11sales force effectiveness

Evaluating AI Vendors for Life Sciences Compliance: A GxP Framework

A framework for evaluating enterprise AI vendors against 21 CFR Part 11, EU Annex 11, GAMP 5, and HIPAA/BAA requirements in regulated life sciences environments.

18 min read8/18/2026

ai complianceregulatory compliance21 cfr part 11gamp 5computer system validationhipaa compliancelife sciences aigxp

Two Tools, One Workflow: Using Claude Cowork and ChatGPT Together

Claude Cowork and ChatGPT aren't interchangeable — this walkthrough shows how pairing autonomous file production with independent fact-checking catches errors a single AI tool would miss, and what that means for pharma commercial ops.

20 min read8/7/2026

ai workflowsclaude coworkchatgptai governanceai verificationcommercial operationspharma ai adoptionhipaa compliance