02 / IDEAS & EXPERIMENTS

Interesting problems.
Useful things.

A place for concepts worth testing, especially the ones that do not fit neatly inside a single business.

FEATURED / PROJECT EXCLAMATION

What if an organization could remember the work it never sees?

Project Exclamation is a concept for a consent-aware perception and memory layer for physical work.

Factories record alarms, work orders, and quality events. The explanation often lives in a conversation beside the machine, then disappears. Exclamation explores a different model: notice a possible knowledge moment, ask the people involved, connect the captured learning to the surrounding context, and preserve it as governed organizational memory.

Explore Project Exclamation →
01

Notice, then ask

Presence and machine state can suggest a useful moment. They are context, not permission.

02

Context makes it useful

People, place, asset, work, time, evidence, and outcome turn a transcript into something reusable.

03

People stay in control

Participants can accept, pause, correct, and govern what becomes organizational memory.

MORE EXPERIMENTS

Smaller ideas,
same operating instinct.

01 / AGENT ENVIRONMENT

Specialized AI roles that share context and return evidence.

See the system →
02 / CARDBOARD WORKFLOW

A modular path from card photos to identification, comps, and listings.

See the business →