Illustrative scenario. Figures are modelled on typical Omnifys deployments and are not drawn from a named client engagement.
The challenge
A news organisation under tightening publication deadlines had fact-checkers manually retrieving source documents, prior coverage and public records under deadline pressure. Verification was the slowest step and occasionally the one that got compressed.
What Omnifys deployed
- Source and archive retrieval with citations
- Prior coverage surfaced for consistency checking
- Claim-level flagging where sourcing is thin
- Editorial verification required on every published claim
Agents used: Instant Search Answers Agent, Knowledge Answer Generation Agent, Knowledge Insights Agent.
Results
- 61% — reduction in source retrieval time
- 100% — of claims verified by an editor before publication
- 2.4x — stories fact-checked per shift
- 0 — reduction in verification standards
Why it worked
Editors verify every claim — that standard did not move. The agent found the sources faster so verification stopped being the step under deadline pressure.
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.