AI Agents

Detailed information for each of the five core specialized AI agents.

Deal Origination Agent

Continuously scans over 5,000 global pharma and biotech companies using diverse data sources.

Core Function

Scores potential targets based on strategic fit, R&D pipeline overlap, market access potential, and AI-discovery intensity. The output is a prioritized shortlist of high-value M&A candidates with strategic hypotheses, delivered in days.

Data Sources

Financial Feeds, Clinical Trials, Patent Databases

Output Formats

Prioritized shortlist with strategic hypotheses

Due Diligence Agent

Performs automated risk assessment and compliance checking by ingesting massive volumes of documents.

Core Function

Generates a risk-scored diligence memorandum highlighting red flags related to safety, commercial aspects, regulatory issues, and intellectual property. This agent is highly efficient, capable of reducing manual review time by 90% and producing diligence memos with 98.5% accuracy.

Data Sources

SEC Filings, FDA/EMA Submissions, Reimbursement Guidelines, IP Litigation Records

Output Formats

Risk-scored diligence memorandum, Red flag summary, Compliance heatmaps

Synergy Modeling Agent

Focuses on financial modeling and forecasting, leveraging a library of over 200 historical pharma deals.

Core Function

Calculates revenue uplift, cost synergies, and operational gains with an accuracy of ±1.5% of actual deal close results. It can identify $150M–$200M of synergy potential per deal.

Data Sources

Library of historic pharma deals, Financial Models

Output Formats

Financial Forecast, Synergy Analysis Report, Quarterly Financial Targets

Integration & Monitoring Agent

Designed for post-acquisition tracking and optimization of integrated assets.

Core Function

Monitors KPIs like clinical milestones, R&D spend adherence, revenue retention, and manufacturing yield. It provides variance triggers with remediation recommendations, helping to preserve 80% of forecasted synergies and cutting overruns by 30%.

Data Sources

Organizational Charts, IT Stacks, Manufacturing Systems, Quality Systems

Output Formats

KPI Dashboard, Variance Alerts, Remediation Recommendations

Scientific Intelligence & Pipeline Builder Agent

Provides continuous market intelligence and opportunity identification by mining patents, abstracts, and papers.

Core Function

Identifies AI-drug-discovery methods, novel therapeutic modalities, and biomarker platforms. The output is a live pipeline of 15–25 high-potential M&A candidates, updated hourly.

Data Sources

Patent Feeds (USPTO, EPO, WIPO), Conference Abstracts, Scientific Papers

Output Formats

Live pipeline of candidates, Opportunity Summary Reports