Always-On Portfolio Monitoring: Virtual Fireside Chat on Agentic AI in Private Markets

Quarterly portfolio monitoring is an artifact of a pre-AI era. The agents exist. The data pipelines exist. The frontier models can reason over structured and unstructured signals simultaneously. And yet most private markets firms are still producing a quarterly deck because the AI stack to do it continuously hasn't been wired up.

The question for AI leaders in private markets isn't whether to build always-on monitoring. It's how — what agent topology, what evaluation, what data contracts, what human escalation paths, what guardrails against hallucination on numbers that end up in board decks.

You know there's a better way.

Join AI executives in PE and Alex Churchill, CRO of Equiforte, for a private, 45-minute fireside chat on the architecture of always-on agentic monitoring systems for private markets portfolios — with concrete patterns, failure modes, and evaluation frameworks.

What you'll get

Monitoring-stack benchmarks from 70 private markets firms on:

• Agent topology
• Data ingestion
• Alert calibration
• Human-in-the-loop design
• Technical, peer-level discussion on what’s actually working in 2026

This will be a peer conversation between AI leaders who are shipping.

Details

• Capped at 30 attendees
• Chatham House Rule applies

Head of AI / Chief AI Officer / Head of Data Science at private markets firms