40folds
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The commercial engine, modelled

Digital twins
for business

We model the entire commercial engine of your company — macro and market, product, brand, marketing, sales and support — with all their dependencies, lags and feedback loops, in one consistent representation of the business.

INTERESTACTIONSALES & SUPPORTMacroconsumption · sentiment · affordability · financingMarketPR / WORD OF MOUTHPRODUCTattractivenessPriceInventoryQualityWebsiteBRANDstrengthSoBQNPS, …Brand queriesGeneric queriesINTENT · visitsOrganic brandDirectOrganic genericOtherAppOfflineMICRO-ACTIONSApp installsAlert sign-upsSALESthe outcomeHeadcountresourcing / teamAutomationAI adoptionGeo coverageof demandACTIVE CUSTOMERBASE · L12M avgBrand-buildingBrand-harvestbrand searchONLINE PERFAppRemarketing %Lag 1Lag 1+2Lag 2N+1N+1● TWIN LIVE ·
Leadership team reviewing commercial analyses around a boardroom table

Find the common languageto drive profitable growth

Our Digital Twin translates commercial data into CFO-ready investment options — enabling exec committee alignment on what drives the business, where the risks and opportunities are, and what projects to focus on.

The questions we answer

One model, every strategic question.

What drives my business?How can I better allocate my resources?What should we do next?
How it works

A complete model of your business, and answers you can trust.

  1. 01Build the model

    We map how your business really works — every driver, every interdependency.

    External conditions, seasonality, internal events, inventory, media, promotions, PR, brand, competition and the client pool. We build each relationship exactly as it works in reality — with its lags and feedback loops — and calibrate it on your internal and external data.

  2. 02Test different models
  3. 03Validate the findings
  4. 04Select the right answers
Driver model · full logical map
T+1T+1T+1T+1CategorytrendsExternalevents / shocksLabormarketCreditconditionsVertical-specificenvironmentMacroenvironmentEXTERNALmarket conditionsVertical-specificseasonalityINTERNAL eventsproduct (UX) · placementsales · …InventoryMEDIA SPENDPromotions~ price indexPR~ mentionsBrand strength~ share of brandIntent~ conversion ratesBrandedsearch spendMarketingeffectivenessMARKETINGdriven actionsTargeting &creativesInterest~ generic queriesCompetition~ share of marketRetargetingmedia spendBASELINEactionsTOTALactionsActive client pool~ retargeting list● RELATIONSHIPS CALIBRATED ON INTERNAL + EXTERNAL DATA
Illustrative · anonymized client model
Recommendations

Validated answers, turned into decisions you can defend.

  1. 01Account for the full uncertainty

    Every response curve comes with its range of possibilities.

    For a single channel, each valid model draws its own saturation curve — the spread is real and we keep it. Across channels, those ranges differ widely, and that difference changes where the next euro should go.

  2. 02Risk-adjusted recommendations
  3. 03Clear prioritization of options
Response curves · incremental sales vs spend
00.30.50.810×1×2×3×CURRENTSearch6 models
Illustrative · anonymized client model
RetailCPGClassifieds & marketplacesAutomotive & industryEnergy & utilities
Industries

Retail

Every store, channel and promotion in one view.

  • Marketing & Sales Optimization
  • Sales driver impact assessment
  • Store network coverage: where to open, relocate or close stores
  • Promotion and pricing effectiveness, net of cannibalization
  • Marketing vs in-store investment balance
  • Online vs offline sales interplay across the network
  • International expansion: sizing revenue potential of new markets
What 40folds does

Actionable insight, anchored in your business dynamics.

Whether you are assessing a launch, a competitor entry, a campaign, or just tracking daily results — we model your performance drivers explicitly and balance statistical rigour with interpretability.

01 · Explain

Identifying growth drivers

That perennial board discussion: what caused the acceleration — or the deceleration? Five people, five opinions, no alignment. We provide one consistent answer, showing which driver is gaining share over time.

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BaselinePriceMediaSalesProduct
02 · Scenario planning

Planning for scenarios

What happens if the market holds — or turns? Calibrated, probabilistic projections for each scenario, with their uncertainty, updated as new data lands.

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Scenario 1 · baseScenario 2 · downturn
03 · Optimize

Optimizing resources

Project A or B? Over- or under-investing? We compare each project’s share of spend with its share of impact — with the risk made explicit.

010203040Proj AProj BProj CProj DProj EProj F
Spend %Impact %95% CI
Next step

See your own drivers modelled — on your data, in four weeks.