HRL · business visualizer / 01

One engine.
Seven businesses.

Interactive concept demos for products built around hierarchical relaxation labeling: decisions becoming mutually consistent under context.

simulations live
7product directions
0live relaxation steps
1shared inference core
contextual label spaces
Decision intelligence · B2B

HRL Compass

Turn scattered evidence into an explainable consensus field. Watch uncertain candidates settle as neighboring facts reinforce—or reject—one another.

node color = current label · line glow = compatibility
Open HRL Lab ↗
Chess education · Consumer

Maestro Roles

A chess position becomes a cast: attackers, guardians, runners, sleepers. Plans become visible before they become notation.

Maestro ↗
Wearable analytics · Clinical

Rest Atlas

Translate noisy accelerometer streams into human postures, transitions, and confidence—without hiding the uncertain moments.

left · supine · right · transition
Regenerative modeling · Research

Form Memory

Cells negotiate identity against a target shape. Injure the field, then watch local compatibility restore global form.

Grow ↗
Living landscapes · Experience design

Gentler Watersheds

Simulate how paths, habitat, play, shade, water, and stewardship support one another before a place is built.

creek health ripples outward into habitat + gathering
St. James ↗
Generative media · Creative

HRLized

Pitches relax toward melody and harmony. Hear the compatibility field become a phrase—composition with an inspectable spine.

Operational twin · Civic

Flow Commons

A legible control room for water, people, transit, power, and care—designed for neighborhood-scale decisions.

shared state · nested neighborhoods · graceful uncertainty

The reusable commercial primitive

Objects + candidate labels + compatibility + honest uncertainty. The interface changes by industry; the underlying engine and explanation pattern stay recognizable.

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