Medical Affairs AI · Governed by design
Adopt AI across Medical Affairs without losing control
Osiris Inc helps Medical Affairs organizations move from scattered AI experiments to a single, governed operating system. One evidence core powers inquiry response, literature intelligence, field insights, content and analytics — and every output is source-grounded, permissioned, logged, and routed through the right human review.
- Source-grounded answers
- Audit-ready by default
- Human review built in
Why now
From reactive support to governed evidence intelligence
Medical Affairs is under more pressure than ever — rising inquiry volumes, an expanding evidence base, and growing expectations from field teams and leadership. AI can absorb that load, but only if it is trustworthy. Ungoverned tools create risk; disconnected pilots never scale.
Osiris replaces point tools and manual workflows with one shared, governed core. The result is faster work and stronger evidence — without compromising the compliance standards regulated teams depend on.
Before
- Manual request handling
- Periodic literature scans
- Field insights dispersed
- Content cycles in weeks
With Osiris
- RAG evidence retrieval
- Continuous signal monitoring
- Aggregated MSL insights
- Content cycles in days
What we do
Capabilities across the Medical Affairs workflow
A connected set of AI capabilities — all sharing one governed evidence core, so they reinforce each other instead of fragmenting.
Medical Information Assistant
Automates intake-to-draft — triage, retrieval, response drafting and escalation — with expert approval preserved.
Literature Intelligence
Continuous monitoring of publications, congresses and competitors, turned into leadership-ready alerts.
MSL Copilot & Field Insights
Pre- and post-call support plus insight extraction, aggregated into a searchable intelligence network.
Content Factory
A controlled production line that compresses content cycles from weeks to days — with human review as the gate.
RWE & Publication Analytics
Surfaces publication gaps, emerging investigators and evidence themes as planning recommendations.
Governance & Validation
GxP assessment, validation protocols, hallucination testing, prompt governance and audit logging.
Training & Adoption
Role-based training, certification and leadership cadence that move teams to standardized, governed use.
Enterprise AI Platform
The shared, governed control plane every capability runs on. See the full picture →
How it works
One governed core, every workflow
Approved sources flow into a governed AI core; controlled, human-reviewed outputs flow back out to each team.
Approved sources
Medical information DBs Publications / PubMed Congress materials SOPs & review content Trial summariesGoverned AI core
Approved knowledge + RAG
- ✓ Cited evidence retrieval
- ✓ Prompt governance & output controls
- ✓ Audit trails & validation evidence
- ✓ Role-based access by workflow
Controlled outputs
Medical Information drafts Literature alerts MSL pre/post-call support Content generation RWE & publication dashboardsEvery generated output is source-grounded, permissioned, logged, and routed through the right human-review path before it becomes standard work.
Outcomes
Measurable improvement, paired with control
We pair efficiency signals with governance evidence and real adoption — not overclaimed ROI.
Less inquiry drafting effort
Content creation cycle
Source-grounded, reviewable outputs
Governed platform, every workflow
Our approach
Scaled behind governance gates
Workflows can move fast, but regulated AI maturity depends on validation, auditability and role-based adoption. We scale only once each gate is in place.
Foundation
Secure environment, approved knowledge repository, governance framework.
Pilot workflows
Start with high-value pilots — typically Medical Information and literature intelligence.
Scale operations
Roll out MSL, content and analytics with validation, audit logging and human review accepted.
Executive intelligence
Surface landscape, KOL and competitor intelligence to leadership with confidence.
Who we help
Built for the whole Medical Affairs function
Latest insights
View all →Cutting medical inquiry response time from days to hours
A governed AI assistant drafts cited, compliance-checked responses — with human review on every reply.
Never missing a relevant publication in a crowded area
Automated literature monitoring surfaces and summarizes new evidence with source links.
Turning field conversations into a searchable network
MSL Copilot delivers pre-call briefings and in-call capture, then aggregates insights by area, region and topic.
Connect with an expert
Tell us about your Medical Affairs challenge and we'll show you how a governed AI platform can help.
Get in touch