workmatter.Let’s talk

HOW IT WORKS

Work becomes
knowledge.
Knowledge travels.

One connected process—from a useful business workflow to examples an AI team can evaluate and use under agreed rights.

REAL WORKUSEFUL EXAMPLESAGREED LICENSESSHARED VALUE
01

DISCOVER

Find the task worth learning.

We start with the workflow: the problem, the people making decisions and the records that connect their actions to outcomes. Business partners and AI teams bring different parts of this picture.

WHAT THIS SHOULD PRODUCE

A scoped use case and an initial inventory of relevant material.

02

PREPARE

Give the experience context.

We identify missing links, discuss any additional collection and agree how the examples should be organized. Quality checks should reflect the task, the source and the intended use.

WHAT THIS SHOULD PRODUCE

A proposed sample structure and task-specific quality requirements.

03

PERMISSION

Make the boundaries clear.

Ownership, authority to share, sensitive content and permitted uses need to be resolved. Collection and external licensing should proceed only within agreed permissions.

WHAT THIS SHOULD PRODUCE

Documented permissions, restrictions and licensing terms.

04

LICENSE

Create value that can be shared.

Prepared examples can be licensed for agreed AI uses. Under our proposed model, businesses retain ownership and participate in revenue, with WorkMatter handling the agreed external AI licenses.

WHAT THIS SHOULD PRODUCE

An agreed license and a defined revenue-sharing arrangement.

DESIGNED TO EARN TRUST.

The right to use it
is part of its value.

The proposed process is deliberately connected. Useful examples require context; a usable dataset also requires appropriate rights. Neither should be treated as an afterthought.

WorkMatter is pre-launch. The exact collection, review, evaluation and licensing process will be established with each partner.

GOOD WORK DESERVES TO GO FURTHER.

The future of AI
has a human side.

Bring the work. We’ll find the possibility.