Industries

One engine.
Industry-specific intelligence.

The Attensus Engine adapts to the operational patterns of your industry — holiday effects, weather dependencies, regulatory cycles, and seasonal shifts. The same forecasting core, trained on your domain.

Available now

Logistics & Warehousing

Shift planning, peak management, and multi-client complexity across warehouse networks. Attensus learns holiday asymmetry, post-peak depressions, and WMS-specific data formats to deliver sub-4% MAPE on staffing forecasts.

Key metrics

Hours workedPackages handledOrder lines processedWeight movedRevenue per shift

3.2% MAPE achieved across 6 warehouses

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Coming soon

Retail & Distribution

Demand-driven workforce planning for distribution centers, retail chains, and omnichannel fulfillment. Capture promotional lift, seasonal patterns, and store-level variation without manual model tuning. Forecast from POS data, WMS exports, or ERP feeds.

Key metrics

Units soldStore foot trafficFulfillment ordersReturns volumeDC throughput

Available now — pilot slots open

Join pilot waitlist
Coming soon

Energy & Utilities

Weather-dependent demand forecasting with continuous external regressors. The engine learns non-linear relationships between temperature, wind, precipitation and consumption — independently per region, with regional holiday calendar support.

Key metrics

Energy demand (kWh)Peak loadField crew requirementsCall center volumeMaintenance windows

Coming soon

Join pilot waitlist
Coming soon

Public Sector

Resource allocation, staffing requirements, and capacity planning for municipalities and government service organizations. Regulatory-compliant deployment with on-premise and air-gapped options.

Key metrics

Case volumeService requestsStaff hours requiredProcessing timesCapacity utilization

Coming soon

Join pilot waitlist

Platform capabilities

Every industry gets the full engine.

Industry-specific intelligence is layered on top of a common forecasting core. Every deployment includes the same model library, ensemble optimization, anomaly detection, and scenario planning — regardless of vertical.

6-method ensemble

Six statistical and ML methods compete per data series. The best combination is automatically weighted by validation accuracy.

External regressors

Weather, economic indicators, promotional calendars, or any continuous variable that influences your demand.

Anomaly detection

Automatic identification of outliers, level shifts, and structural breaks in historical data before they corrupt forecasts.

Scenario planning

What-if analysis on any variable: temperature, volume, staffing ratios, facility closures. Results in minutes.

Don't see your industry?

The engine works with any time series operational data. If you have historical volumes and need to forecast staffing, throughput, or demand — we should talk.

Get in touch
Industries — Attensus