
Global Pharma: P&ID to Neo4j Knowledge Graph
Time‑to‑insight reduced from days to minutes. Audit‑friendly lineage and change tracking.
Neo4j, Python, FastAPI, S3, ECS
NDA‑safe summaries of recent engagements and outcomes.

Time‑to‑insight reduced from days to minutes. Audit‑friendly lineage and change tracking.

Batch latency ↓ 92%, deployment cadence ↑, alerting standardized.

Infra spend ↓ 28% while maintaining SLAs; clear budgets and guardrails for teams.