Market Insight Drug Discovery |

From One Agent To A Platform — Building RWD AI Agent Platform

Abhishek Choudhary

Abhishek Choudhary

Principal Data Engineer, Senior Director

Bayer

12 August, 2026
Watch time: 19 Minutes

Highlights

Takeaways

Real-world data work in pharma is bottlenecked by tasks that don't need expert judgment — they need expert time. Evidence synthesis takes weeks. TLF review takes days. Protocol drafting takes months.

We built the RWD AI Agent Platform: one workbench, many agents. Chat, deep research, PubMed + web grounding, slide generation, code sandbox, and 20+ specialist agents for ATTR-CM, RWE, pharmacovigilance, evidence strategy, TLF review, and protocol writing — all behind a single UI with human-in-the-loop review on every output.

The bet is breadth + speed: a shared platform so any new use case becomes a new agent in days, not a new project in quarters. Results so far — 80% less data wrangling, 10× faster literature review, evidence consolidation from days to one hour.

Our principle: prototype first, perfect later. The tool isn't precious — the researcher's time is.

Abhishek Choudhary, Principal Data Engineer, Senior Director, Bayer

PREMIUM CONTENT

Want that extra level of detail?
Subscribe and get access to full length presentations and write-ups giving you the insights to stay ahead of the curve.

Please note once we have received payment it can take 24 hours for your account to be updated to the premium access.