Media
Original research, interviews, and visual essays on the science of predicting when talent moves — and what to do about it.
Video
An overview of the TalentOracle platform — the problem, the engine, and the business case for treating human capital as an underwriting decision.
Visual Essay

A visual treatment of the core thesis: career sequences are actuarial tables. Every role, tenure, and transition is a data point underwriters have always had — and never read.
Audio
Audio · Research Commentary
A 20-minute research commentary on the signal density inside a career sequence — and why the information HR teams need has always been on the resume they already have.
Runtime approximately 20 minutes. M4A · AAC encoding.
Research
Full research paper · 9 sections
The theoretical and empirical foundation behind TalentOracle — covering signal extraction, departure mechanics, intervention economics, and the ethics of probabilistic workforce prediction.
Pitch deck · Investor presentation
The market opportunity, product architecture, and go-to-market for career trajectory underwriting — built for PE operating partners, HR leaders, and enterprise talent teams.
The information you need to predict attrition is already in the resume. It always has been. The question is whether you read it.
TalentOracle Research