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Proof beats promotion.

We design the human–machine handshake—and we kill anything that can’t prove it belongs. Fast audits, attention & latency fixes, and copilot boundary design that ship inside a month.

Start the Receipts Engagement Email instead See our editorial stance

Proof Audit

Keep what converts, kill what doesn’t. Deliverables: Kill list, Keep list, and before/after receipts you can defend.

Attention & Latency

Your product “feels” slow because of cognitive debt—mode switches, click ladders, loop traps. We cut that.

Copilot Boundaries

What the AI should do, when to hand control back, and how to show provenance. Autonomy you can explain.

The Receipts Engagement (3–4 weeks)

We only engage if you can say yes to all four:

  1. Read-only telemetry access (usage, errors, drop-offs).
  2. Shadow time with 5 real users (recorded).
  3. One week to ship at least one change we specify.
  4. Before/after receipts we can show internally (anonymized in our portfolio).

If you can’t do those, you’re not ready for us.

Good fit

You ship co-pilots, automations, or complex UX. You can ship changes quickly. Success isn’t “time watched.”

Hard pass

No telemetry. No user access. No owner. If your KPI is vibes over value, we’re not your team.