Move from supervising one AI session to trusted loops and agent teams that keep working, while you set the direction and step in only when something needs your judgment.




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Stage 4 · AI-Native
You steer by intent. The system runs trusted work and brings you the exceptions.
Stage names and progression are based on Boris Cherny's public Steps of AI Adoption framework discussed in the video. Percentages repeat the estimates shown in the video. The outcomes describe the destination in that framework, not a guaranteed business result. Dream Labs is independent and is not affiliated with Boris Cherny or Anthropic.
$67/mo · cancel anytime · 14-day refund
Boris's point is that more tokens alone will not move you up. You need to remove the next bottleneck and add the checks required to trust more work. Inside Dream Labs, you get the business brain, practical setups, implementation lesson and personal help to do that around your real company.
Turn factory-setting AI into a business-aware assistant through 10 guided upgrades built around your company:
Once your AI understands your business and you know how to direct it, connect trusted work to the places, schedules and events where it happens:
When one real job is working, give specialised helpers separate research, drafting, checking or operational responsibilities:
Bring the real job, the files it uses and the result your AI produced. We will help you connect the right tools, tighten the checks and turn a useful first run into a repeatable routine.
Includes the new Build the Next Rung implementation lesson, practical system updates, member builds and direct help as the tools change.
$67/mo · cancel anytime · 14-day refund
Bring the real work, files and tools you already use. We will help you identify the next bottleneck and build the context, checks and routine needed to move up.
$67/mo · cancel anytime · 14-day refund