Controlled Evaluation

Start in shadow mode.

Runs on your real data; works out who would have been reached; delivers nothing until you say so.

Shadow Mode Engagement

Request a Pilot

Shadow Mode Verification

Start with one environment

Choose the environment where missing context or unverified claims create a visible cost.

Shadow mode runs on your real data, works out who would have been reached, and delivers nothing until you decide.
Verification Guarantee

What happens in a shadow mode pilot

01. Operates on Real Data

Connects to your selected meeting channel or call queue without changing existing workflows.

02. Detects Findings Internally

Identifies open conditions, dissenting views, or boundary alerts without delivering them to users.

03. Administrator Inspection

A nominated administrator reviews exactly what would have surfaced and verifies the access model.

04. Delivery Switched on by You

Live output delivery to committee members or agents is switched on only when you decide.