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Forecast, accuracy and recommended action in one interface

A daily forecast, transparent accuracy and the actions that follow from it — not once a quarter, but every day.

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N 01 — The problem

Decisions too often rest on outdated and imprecise information

BI only explains the past. Planning needs reliable signals about the future. The data usually already exists — it just isn't used systematically for planning, early warning and prioritisation.

01

Demand is guessed

The knowledge sits in people's heads, spreadsheets and one-off queries.

02

Inventory ties up liquidity

Overstock binds capital; stockouts cost revenue and service quality.

03

Data is scattered

ERP, inventory, production, sales and external signals stay siloed.

04

Reports look backward

They show what happened — not what to do tomorrow.

Instead of reacting after the fact, the goal is to spot and act on opportunities early and proactively.

N 02 — Our solution

Not another layer of software — an effective tool for better decisions

ForecastInventoryCapacityCustomer
01

Simple

Usable by leadership, sales, purchasing and production — no SQL, AI or data-science skills required.

02

Secure

On-premise on your infrastructure. Company data never leaves your building.

03

Fast

A usable version with real company data in eight to twelve weeks.

04

Ownership

Data, configuration and business logic stay inside your company.

Positioning

The gap between Excel, BI and large planning suites

Existing systems don't need to be replaced. Wayfinder AI uses them as a data source and adds the missing decision layer.

CriterionExcelBIEnterprise PlanningWayfinder AI
Future forecastmanuallimitedstrongstrong
Purchasing / productionindividualreportingstrongintegrated
On-premiseyesoften noproject-dependentyes
Time to valueinstant but fragileweeksmonths/years8–12 weeks
Data sovereigntyhighdependentdependenthigh

N 03 — Modules

One platform — the modules you need

Every module shares the same data foundation and forecast. Activate what creates value — step by step.

Cockpit / Control Tower

Bottleneck signals and demand/supply balance for leadership.

Forecast & confidence

Ensemble of LightGBM & TFT, 80% confidence bands, MinT-reconciled.

Segmentation

ABC/XYZ for articles, RFM for customers — auto-classified nightly.

Inventory & ordering

Reorder points, safety stock, coverage and inventory aging.

Customer intelligence

Purchase probability, churn risk and next-best-actions per customer.

Purchasing

Order proposals, supplier scorecard (OTIF) and approvals.

Plus in every instance:ProductionScenariosAI assistantData quality & schema driftModel management & walk-forwardRBAC · 2FA · Entra ID SSOAudit log

N 04 — Which decisions get better

Value is created not in the model, but in better daily decisions

Leadership

A cockpit with bottleneck signals and demand/supply balance: where are the liquidity, revenue and service risks?

Sales

Purchase probability, churn risk and next-best-actions per customer — who needs active steering?

Purchasing

Order proposals, reorder points and supplier scorecard: what must be ordered when?

Production

Capacity signals and material check: which lines and shifts are getting tight?

Controlling

Deviation analysis, reports and audit log: what is explainable, what needs intervention?

N 05 — Data security

Data stays in-house

On-premise is not an add-on promise — it is the operating model.

Read-only access

Source systems are never modified.

Roles & rights

Users only see what they are allowed to.

Auditable

Accesses and runs are traceable.

Optional local AI

Language models can run internally.

Control stays with your company

  • No lock-in – data exportable at any time
  • No data leaking into third-party training pools
  • No dependency on external model APIs
  • No system overhaul before first use
  • No black-box decisions without explanation