AIAs InstructedAI-native business labOpen the synthetic lab
Current build · reference prototype · fixture-backed transformation proof

Make AI core to your business

Redesign one workflow. Prove it before you deploy it.

Map how your business creates value, rank the right AI opportunities, choose the smallest reliable pattern, and test it on a synthetic twin before it touches real operations.

Try the synthetic Core LabSee the transformation method
1 workflow
selected by business value
5 patterns
hands · copilot · workflow · agent · crew
0 live effects
until evidence earns authority
Reference pack · Market Street BakeryShift 01 · 2:27 PM
High-risk claimHuman acknowledgment required
“My daughter has a severe peanut allergy. Can you guarantee there is no cross-contact?”
✓
Authoritative sourceIngredient & allergen binder

No allergen-free guarantee. Shared facility handles peanuts.

Recommended · HybridAnswer policy + hand off
Customer trust75External writes0

Your business determines the build

One method. The right system depends on the work.

The answer might be better human practice, a copilot, a deterministic workflow, an agent, or a coordinated crew. The lab chooses from evidence, not from a preset product pitch.

01

Explore synthetic transformation

Prove one fictional workflow

Review Harborline's ranked AI opportunity map, redesign estimate preparation, battle-test the proof, repair the owning layer, and export the evidence.Explorer proof ready →
02

Start from the idea

Design an AI-native startup

Design the offer, operating model, and core workflows with AI built in from the beginning.Core lab in development
03

Explore the reference pack

Try the bakery First Shift

Practice judgment on a deliberately fallible customer-operations system in a fully synthetic bakery.Reference ready →

Replay the Tape

Fluent is not the same as finished.

See what the system could access, how its work was checked, and why the workflow moved forward. Then repair the layer that owns the failure and run the case again.

01 / Workplace

Harness

What can it see, touch, remember, and spend?

02 / Proof

Loop

What evidence makes the job actually done?

03 / Flow

Graph

What happens next, and where must a person approve?

Authority is earned

Practice first. Connect later.

The lab never disguises a simulation as a live system. Each step toward the real business is gated by evidence, scope, approval, cost, and a fast way back.

  1. 01
    Sim

    Prove one selected workflow on a synthetic twin.

    Available
  2. 02
    Shadow

    Observe approved real workflows without changing them.

    Earned later
  3. 03
    Live

    Earn narrow authority with approvals, budgets, and a kill switch.

    Earned later
  4. 04
    Run

    Monitor outcomes, regressions, cost, and system versions.

    Earned later

Current checkpoint · fictional Harborline fixture

Design it. Break it. Repair the cause. Prove it again.

Explore the synthetic Core Lab