A training ground for your app.

• Grounded in an app job

  Start with what the owner says the app should do. Keep observed behavior separate from a guess about why it happened.

• Clear next moves

  A proposed move names the problem it addresses and the evidence behind it.

• Controlled practice

  Agents embody avatars on a page preview. Their Trial results do not prove what real people will do.

• Still under your control

  You review a possible move and decide what happens to your live app.

Capabilities

Proven now

• What this app is for, drafted for you

  Start with an app URL or repository. Review a sourced draft of its purpose, your goals, and what must stay true.

• App goal and limits

  Confirm the job, what counts as a finish, and what must not get worse. Missing measurements remain unknown.

• Live findings

  Review recorded visits and findings when live-use evidence is connected. See their source before deciding what matters.

In beta

• Controlled Trials

  Rehearse a possible change on a page preview with agents embodying avatars. Keep that evidence separate from live visits.

• Live signal ingestion

  Connect browser reporting to see what happened in actual visits. A missing signal stays unknown.

Coming next

• Live version delivery

  Serve a candidate to a measured share, check real-use outcomes, and withdraw it when required checks fail.

• Learning across attempts

  Reinforce useful lessons with evidence, and revisit them when the results change.

• Agency back office

  Keep client apps separate while an agency reviews findings, decisions, and work history across its portfolio.

Positioning

Trials keeps your goals in view. Each proposed move should name the problem it addresses and the evidence that led to it.

A controlled Trial can inform a decision. Only real-use evidence can show what happened after a live change.

How changes stay grounded

• The app’s stated job and its required checks.
• Observed visits and their recorded sources.
• Trial results kept separate from real-user outcomes.
• A reviewable record of decisions and unknowns.

What Trials helps with

• Start with the job the owner confirms for this app.
• Review an observation and the possible problem it suggests.
• Rehearse a proposed move in a controlled Trial.
• Decide what to do next with the evidence and limits in view.

What Trials will not do

• A Trial does not count as a real visit.
• A Trial result does not prove a live change helped people.
• Confirming an app goal does not authorize a production change.

Evidence boundaries

App context

Owner-confirmed goal and limits

Trial evidence

Controlled practice, separate from real visits

Live outcome

Unknown until measured from real use