PRACTICE · STRATEGIC FORECASTING
The forward look, instrumented.
Most forecasting pain isn’t modeling — it’s collection, iteration, and the meeting where nobody remembers what changed since version two. This practice automates the cycle’s mechanics so the humans argue about the future, not the spreadsheet.
Nº4
Budget & Forecast Cycle Assistant
Driver requests drafted per owner with prior value and trend attached, responses parsed into the driver sheet, templates populated in code — and an iteration diff memo each round: what changed since v2, who changed it, what it does to the total. Hard rule: the model never invents a driver value. Missing input renders as PENDING, loudly, with a name on it.
Nº11
KPI Anomaly Watch & Narrative Alerts
Threshold breaches, trend breaks, and variance against seasonal norms — detected in code, delivered as one plain paragraph: what moved, how much, against what baseline, and the question the owner should ask. No speculation on cause. No baseline, no alert.
Nº5
Board & Lender Packet Assembly
The monthly story, assembled from the same certified sources as the close — so the packet your board reads and the pack your team built are never two different documents.
SCENARIOS
Cost-of-delay arithmetic, stated
Every roadmap and every deferral gets a transparent model: the monthly cost of not deciding, computed from your model, assumptions in-cell. Urgency as division, not adjectives.
PROOF
Benefits realization — the agreed readout
The implementation scope sets a benefits-review date and compares observed results with the agreed baseline. The readout compares against the original projection — the baseline doesn’t move because the story would prefer it.
1
ITERATION DIFF MEMO PER ROUND — WHAT CHANGED, WHO CHANGED IT, WHAT IT DOES TO THE TOTAL
PENDING
THE MODEL NEVER INVENTS A DRIVER VALUE — MISSING INPUTS RENDER LOUDLY, WITH A NAME
Baseline
AGREE THE REVIEW DATE AND COMPARE OBSERVED RESULTS WITH THE ORIGINAL ASSUMPTIONS
The forecast keeps recovered capacity separate from cash savings, includes implementation and operating costs, and makes each assumption editable.
Every engagement here starts the same place.
Unwrapped inventories, maps, validates, reconciles and orchestrates. It does not move money, post to the general ledger, contact your customers, build chatbots or act as an ERP implementer. Each design names its review points and a checker who did not write the prompt.
BENEFITS DEPEND ON YOUR BASELINE, ADOPTION, AND REVIEW EFFORT. RISK INDICATORS ARE EVALUATED SEPARATELY FROM CAPACITY AND CASH.
THE LETTER · BY PAUL MATTSON
Dated. Signed.
Every figure sourced.
One finding about AI in owner-led companies, every two weeks, with the number that held and the number that didn’t.