Illustrative scenario. Figures are modelled on typical Omnifys deployments and are not drawn from a named client engagement.
The challenge
A pharma company monitoring literature for safety and competitive intelligence had two scientists screening abstracts manually, covering perhaps 15% of relevant publications. Safety signals and competitor developments were missed or found late.
What Omnifys deployed
- Automated screening against safety and competitive criteria
- Relevance ranking with reasoning surfaced to the reviewer
- Signal alerts routed to the appropriate team
- Weekly digest with source citations
Agents used: Knowledge Insights Agent, Instant Search Answers Agent, Executive Briefing Agent.
Results
- 100% — of relevant literature screened, up from 15%
- 40,000 — publications processed monthly
- 9 — safety signals identified for review
- 2 — scientists redeployed to signal evaluation
Why it worked
Coverage was the problem, not judgement. Scientists now evaluate signals rather than spending their week reading abstracts to find them.
Explore this for your business
Every Omnifys agent routes tasks across 15+ leading LLMs, integrates through n8n, Zapier and 300+ connectors, and ships with monitoring, audit trails and human-approval steps you control. Typical deployment runs two to six weeks from discovery to production. Book a free 30-minute consultation to map the highest-impact automation for your team.