Test the assumption before building more.
An offer canvas and a small experiment define what evidence would change your decision.
- One customer and offer canvas
- One bounded validation experiment
- An evidence and decision log
Productivity / Labgenz systems
Turn a rough business idea into an organised validation plan: who it helps, what to test, what to build and what the evidence says.
Design preview · the kit is in development, not available to download or buy.
Get a feel for the system
One real situation. Two levels of depth.
You have a prototype but do not yet know whether a specific buyer will pay for it.
An offer canvas and a small experiment define what evidence would change your decision.
Experiments, milestones and reusable decision frameworks would keep the launch tied to evidence.
The upgrade is decision continuity, not a longer plan or an income guarantee.
These outlines describe the intended kits, not capabilities you can download today. Final Pro scope and pricing will be confirmed before release. No payment or reservation is taken.
The proposed setup, so you know what would be involved.
Explore a validation-planning example. No autonomous business or revenue-generating service is running.
Separate what you know from what you are assuming.
Use your own AI to design a small test with observable evidence.
Run the test yourself, record the actual results and review the next decision.
Use your AI in its own app. Labgenz does not receive your ChatGPT or Claude password. A chat subscription does not automatically connect this workspace to a model; any API connection would need separate implementation and may have separate usage charges.
AI feedback is not market validation. Revenue claims require actual customer and payment evidence.
Test the idea before building the business.
What you want to learn
of 5 planned
A specific next step
Not tested in this demo
A positive conversation is a signal to investigate. It is not a customer, a payment or a promise of success.
One audience. One problem worth solving.
Changing the audience, problem or offer starts a new version. Earlier responses stay out of its decision.
Decide what would count before looking at results.
explicitly agree to a specific next step, such as reviewing a sample.
This is your chosen rule, not a market benchmark.No outreach runs here. Use the guide in your exported brief to conduct the real conversations yourself.
5 fictional samples
Would try a first-week sample with the next new client.
Already has an onboarding process that works for current clients.
Asked to see how a worked example could fit their method.
Liked the idea, but did not agree to a next step.
Agreed to review a prototype before discussing a paid pilot.
Sample complete. Remove a record to correct it, or change the plan to begin a new test.
The offer, questions, evidence and decision rule in one editable brief.
Editing this text does not change the calculation above. Changing the canvas or evidence regenerates the brief. The export adds a disclosure identifying sample and unverified information.