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// case studies

Operators running the spine, not the squeegee.

The teams below replaced spreadsheets, dashboards, and standing meetings with one append-only log. Every result here is a fictional composite of patterns we've seen across 100+ deployments — every metric the kind we measure on day one.

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7 case studies 6 industries Composite, day-one metrics

// browse

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// featured

Solace — 4.3× decision throughput in 90 days.

A growth team of six, three paid channels, and one kill switch. Below: the numbers Solace's Head of Paid Media tracks now that the decision_log replaced the Tuesday sync.
SOLACEApparel · DTC · US + EU
4.3×decision throughput, 90 days

Solace runs paid social across Meta, TikTok, and Google with a six-person growth team. Here's how the planner-judge-executor loop took them from weekly decisions to every six hours — without losing a night's sleep.

“The decision_log is the killer feature. Every move is a row we can audit and reverse. We replaced four spreadsheets, three Looker dashboards, and the awkward Tuesday standup with one append-only log. My CFO sleeps better.”

Jacob Dorian
Head of Paid Media

// the deltas

Decisions / day

228
+330%

Avg ROAS, paid

3.4×
+0.9×

Time to action

<6h
-72h

Operator hours / wk

12h
-28h
Read the full Solace case study

// more operators

Six more stores. Six more shapes of autonomy.

Each card below is one team, one cycle pattern, and one number that moved. Click through for the full breakdown — executors, gates, evidence.

// the pattern

Seven teams. One shape.

Different industries, different stacks, different team sizes — but every team here followed the same arc.
01

Connect, dry-run.

Read-only Shopify token in. First dry-run cycle inside an hour. The agents draft what they would have done — for 14 days, zero writes.

02

Flip, gated.

Operator flips Phase 2 with kill switch held. Per-action rate limits capped to 20% of suggested write volume for the first 7 days. Judge floor enforced.

03

Ramp, reversible.

Volume ramp tracked in audit plane. Every action stays reversible by row. The team's role shifts from doing the work to setting the policy that does the work.

// your story next

See your own case study in 90 days.

The fastest path to a numbers-driven story is to connect a read-only token. We'll show you exactly what the agents would have done over your last 30 days — before anything writes.

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Dry-run by default · Append-only logs · One-click rollback