Leading biopharma R&D teams rely on Condor

Stemline
Caribou Biosciences
BridgeBio
BioAtla
Alumis
Akero

The problem

A $5M miss over budget and a $5M miss under budget are equally bad.

Most tools stop at the variance. They’ll tell you the dollar amount, not the story behind it: the enrollment reality, the contract change, the scenario no one modeled. Without that context, both an overage and an underspend mean the same thing: money that wasn’t allocated where it was needed, and a team that found out too late to do anything about it.

+$5M
-$5M
Budget

The solution

The agent that traces the story behind your numbers.

Condor AI Insights combines your operational and financial data — already unified by Condor Connect — with an agentic framework and Condor’s proprietary ontological knowledge graph built for clinical trials. It surfaces the “why” two ways: proactively, with right-in-time alerts on the patterns emerging in your data, and on demand via a conversational interface that answers your questions in natural language.

Runs what-if scenarios with the full picture.

Condor AI Insights seamlessly connects to Condor Connect and Condor AI Workflows, so you can run what-if scenarios — like speeding up enrollment — and get a full rundown of how things will change, with the numbers behind it. It simulates the change across your other workflows and gives you the complete financial and operational picture, making it a powerful prospecting tool as well.

A pause-summer-enrollment scenario showing spend, timeline and enrollment impact

Catches anomalies before they become issues.

The agent continuously monitors your operational and financial data and automatically flags anomalies, sending right-in-time alerts so your team can act on emerging patterns instead of discovering them after the fact.

A payment reconciliation view flagging overbilling and missing invoices

Ask, and get the why.

An agentic interface powered by Condor’s proprietary ontology and knowledge graph lets you ask questions in natural language and get the story behind the numbers — not just the variance, but what’s driving it.

A natural-language question about enrollment pace answered with a site-by-site summary

“Previously, our close process spanned between 3 to 4 weeks and heavily relied on our CRO, Condor enabled us to streamline our monthly close process, cutting it down to under a week.”

Roy Gonzales
Roy Gonzales
Ventyx Biosciences

Get the "why" behind every number