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Vol. I· Filed from a working practice· 21.06.2026

automation/diary

AI automation, documented from inside real client work. Shown, not sold.

Walk into the S&OP pitch knowing why their last implementation stalled — in 41 minutes.

Tension Brief — 0x1Fclassified

The vendor said forecast consensus would cut effort by 60%. What actually broke was the data handoff between teams.

Stage 01 — Workflows

The pipelines, end to end.

Every node a real step from real engagements — extract, reconcile, decide, ship. Documented while it ran, not reconstructed after.

14 workflows filed / 9 still in production
Stage 02 — Tool Decisions

What we chose, and what we'd undo.

The branch points: where one tool won and another quietly cost a quarter. The reasoning, with the receipts.

SAP IBP vs o9 vs OMP / scored in the open
Stage 03 — Systems

The machine behind the output.

How the parts wire together into something that keeps running when you stop watching it. Architecture you can lift.

S&OP operating system / blueprint #03
Stage 04 — Field Outputs

Shipped artifacts. Redactions intact.

The deliverables that left the building — decks, models, briefs — names blacked out, method left whole.

41 outputs published / sources protected
End of pipeline — output

Get the diary.

One filed entry at a time. Real work, documented from the inside. No pitch.

automation/diary· Vol. I· Filed from a working practice· Shown, not sold