Project overview

Life Events Engine

Early awareness when conditions begin to shift.

LEE observes real-world signals associated with meaningful life transitions.

Role: Early awareness Layer: Insight Status: Active Timeline: 2012 → Present

LEE Overview

Life Events Engine (LEE) identifies meaningful life changes as they surface—often before people know where to turn. By monitoring public signals and contextual data, LEE highlights moments that typically require legal, financial, or logistical support—and makes those insights actionable. The result is earlier awareness, better timing, and a clearer path to the right help when it matters most.

Here’s how LEE turns signals into action.

How it works
Signals Context Action

LEE reveals what matters—early enough to act.

01

Identify signals

02

Apply context

03

Surface action

Monitoring public signals + contextual data
Applications

When life shifts suddenly, signals appear. LEE finds them early.

Estates Housing Transitions Hardship Relocation
work LEE supports

When decisions matter, being early enough to act makes the difference.

Legal & Advisory Firms
Housing & Property Operators
Care & Support Organizations
Public-Interest & Nonprofits
Investigative & Research Teams