The benches

Named tools. A door you can open.

Ten working cuts. Not slides. Each one was built so a Tuesday decision has a grain, a recon, and a sentence that does not invent.

Named solutions

0.00

Where the grain is tied

Local

No number leaves the desk

Human

The gate still has a name

Index

Pick a door.

01
Milepost
A network that finally sits still.
02
BaseCamp
The climb, already done.
03
AFM360
From the extract to a sentence. Offline.
04
DATUM
Plan versus actual — and a sentence that cannot lie.
05
ShopBeat
Catch the shift. Make the move.
06
SPINE
The spreadsheet that learned to hear itself.
07
Control Room
One room for the decision and the exception.
08
Verdict
Not another pack. A verdict.
09
SISTEM 52
A configurator is not a cart. Treat it like a plant.
10
MAR&PET
Engineering becomes light. The site has to carry that.

A network that finally sits still.

Five conformed dimensions. Four fact tables. A daily layer under the month, so a Tuesday can be named without inventing a week. Segmentation is deterministic — KMeans++, fixed seed, k chosen by silhouette. The anomaly radar is six written rules. When a store lights up, you can say why. One click and the chapter leaves as PowerPoint, PDF or Word with the same totals you just reconciled.

Impact
A commercial team that stops arguing about the extract and starts arguing about the move.
Workflow
Land the book → keep a grain → segment → radar → export the chapter the board will open.
Complexity
Star schema. Dual time grain. Deterministic clusters. Rule-based radar. Board-grade export.
The rule
If it will not tie, it does not ship.

The climb, already done.

Same book as Milepost. Shorter path. The executive needs the residual, the cluster that is dragging the month, and a sentence that survives a second reading. You can always drop from the summit back onto the full command desk and watch the same total reappear.

Impact
A first conversation that does not require a guided tour of twenty pages.
Workflow
Open the pack → name the exception → step into Milepost only where the number itches.
Complexity
Editorial, not cosmetic. Compression without losing the grain.
The rule
If it will not tie, it does not ship.

From the extract to a sentence. Offline.

Twenty-one pages in five groups. Weekly actuals against the plan, a slower annual grain beside it. AFM-Bot is local, deterministic, read-only — it reuses the same tested functions the pages use. Clusters are deterministic. Ten scenarios ride on top. Confidence is computed from data quality. Insufficient data is a legal sentence on this desk.

Impact
Weekly steering without a warehouse project. The annual look stays honest beside it.
Workflow
Ingest → quality gate → week versus plan → year versus last year → cluster → scenario → export.
Complexity
Two grains. Local assistant. Silhouette-chosen segments. Ten sourced scenarios.
The rule
If it will not tie, it does not ship.

Plan versus actual — and a sentence that cannot lie.

Eighteen million synthetic rows as a stress test for the contract: every figure is a sum, two-path, integer. Narrative is a template over those totals. If the book and the product cut differ, DATUM does not publish a pretty lie. It stops. AOP, latest forecast and actual are not allowed to share a chart without a vintage on the bar.

Impact
FP&A conversations that start at the grain instead of at the colour of a waterfall.
Workflow
Gate → choose vintage → recon two paths → read the sourced narrative → export.
Complexity
Exact-figure engine. Dual hierarchy. Five vintages. Budget FX written before the sum.
The rule
If it will not tie, it does not ship.

Catch the shift. Make the move.

Workbooks arrive without a contract. The ingest reads content, not filenames. Promo Decision Lab publishes associations only when they are observed and source-tagged. Uplift stays locked until a baseline exists. The Decision Deck has a hard gate: real business charts, no empty tables, conclusions a number can support.

Impact
A monthly review that starts from a tied book and ends with a deck someone can defend.
Workflow
Drop the workbooks → quality preflight → choose a lens → drill the tree → stamp a scenario → emit the deck.
Complexity
Content-addressed ingest. Promo and negotiation labs. Sales tree. Export gates.
The rule
If it will not tie, it does not ship.

The spreadsheet that learned to hear itself.

The file teaches the columns. Types, cardinality, vocabulary, stable numeric relationships. Soundcheck runs thirty-three checks. Six VP channels: financial momentum, production capacity, catalog value, client concentration, cash collection, rights leakage. Under each chart, a ten-axis state vector. Two different states cannot emit the same sentence.

Impact
A rights and catalog desk that stops rediscovering the file every January.
Workflow
Line-in → soundcheck → six channels → grid or fader → mastering export.
Complexity
Content-inferred schema. 33 quality checks. Excel-class grid. Sourced narrative engine.
The rule
If it will not tie, it does not ship.

One room for the decision and the exception.

Assortment, availability and the exception queue in one workspace. The exception is a first-class object: named, owned, tied back to a figure you can recompute. Wholesale range is a fight between local demand and a central list. Control Room gives the fight a grain.

Impact
Fewer meetings that begin with which file is right.
Workflow
Enter the room → keep a profile → open assortment → name the exception → walk the source.
Complexity
Workspace access. Operational lenses. Exception objects. Verifiable backing figures.
The rule
If it will not tie, it does not ship.

Not another pack. A verdict.

The finance-facing twin of Control Room. Margin, working capital, exception cost — and the grain that sentence is standing on. If the operational fact and the finance cut do not tie, there is no verdict. There is a queue.

Impact
A finance conversation that can point at an exception instead of a feeling.
Workflow
Enter → choose the cut → recon against operations → write the verdict or name the break.
Complexity
Shared workspace pattern with Control Room. Finance grain. Sourced close.
The rule
If it will not tie, it does not ship.

A configurator is not a cart. Treat it like a plant.

Fifteen rooms for configured openings: funnel, quote pipeline, catalog, voice of customer, delivery SLA, margin, P&L, sales bridge, growth quality, budget versus actual, lineage, metric catalog, alerts, decision audit, export. Session to quote to order to pane. Modeled conversions checked against the order log. When the model drifts, the deck says so.

Impact
Quote, media, plant and carrier finally share a week. The 48-hour promise becomes a number you can fail.
Workflow
Funnel → pipeline → catalog or voice → SLA and margin → P&L and bridge → alert → audit → export.
Complexity
Multi-property analytics into one warehouse. Ads and reviews beside ERP and carriers.
The rule
If it will not tie, it does not ship.

Engineering becomes light. The site has to carry that.

Built at PAWELWORKS. Published by PXP500. Live at marpetsystems.com. Need first, not the product code. PVC, aluminium, hybrid — comparable details. Factory path: profiles, assembly, control, delivery. Vision 3D so commercial and technical receive context. EN, RO, IT, FR. A website treated as a product.

Impact
A visitor can choose an opening without a guided tour. The desk receives a brief, not a void.
Workflow
Need → material → system → factory → Vision 3D → project or partner.
Complexity
Multilingual IA. Comparable system architecture. 3D assisted configure.
The rule
If it will not tie, it does not ship.

The rule that travels

If it will not tie, it does not ship.

These benches are labelled where the book is synthetic. The method is not. Write Lucian Pavel.

Open a brief Enter the workshop

Pick a door.

Milepost

BaseCamp

AFM360

DATUM

ShopBeat

SPINE

Control Room

Verdict

SISTEM 52

MAR&PET