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AI-Powered Demand Forecasting

From predictions to decisions. Forecasts you can trust and act upon — for every SKU, store, and market.
Move beyond fragile single-number forecasts. Get probabilistic demand signals, promo-aware baselines, and explainable drivers — delivered as a managed service that plugs into your stack it.
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Trusted by Complex Supply Chains

Used by retail, wholesale, and manufacturing teams across Europe to forecast complex assortments and navigate volatile multi-market dynamics.

The Problem: Forecasting That Breaks in the Real World

Traditional forecasting fails because it optimizes for statistical accuracy, not operational and financial outcomes.

  • The “Average” Trap: Forecasts like “0.1 units/week” are mathematically correct but operationally useless. You stock discrete units, not averages. 
  • Promotions Poison History: Demand spikes are mistaken for permanent trends, wrecking your baseline for months. 
  • Stockouts Hide the Truth: Observed sales data becomes a corrupt signal, masking real customer demand. 
  • Global Models Erase Local Patterns: Aggregation across markets washes out the granular signals needed for local execution. 
  • Black Boxes Breed Distrust: When planners can’t audit or explain a forecast, they override it with spreadsheets. 
  • Aggregate Metrics Hide Planning Failures: Strong overall accuracy can mask the outlier forecasts that matter most. 
  • When Reality Diverges: Market shifts and supply shocks don’t pause for retraining. Without real-time adjustment controls, planners will build workarounds—or walk away. 

You don’t just need a better prediction. You need a decision-grade demand signal. (This should be shown in bold below this section) 

The Solution: Decision-Grade Forecasting as a Service

We deliver forecasting as a managed service—combining robust models, clean pipelines, and a planner-friendly layer of explainability to turn volatility into a competitive advantage.

Probabilistic Forecasts

See the full distribution (P10/P50/P90) to understand risk, not just a fragile median.

Clean, Promo-Aware Baselines

Automatically separate promotional uplift from true baseline demand.

Stockout-Corrected Demand Sensing

Recover “true demand” from censored sales data.

Hierarchically Coherent Models

Get SKU-store-level forecasts that roll up perfectly to category and region totals.

Business-Tailored Signal Selection

Forecast with the signals that actually drive your demand—not a generic algorithm that assumes you’re like everyone else.

Explainable “Glass-Box” Drivers

Understand the “why” behind every change: Base + Trend + Seasonality + Promo + External Factors.

Forecast Quality & Drift Monitoring

Track forecast accuracy and get alerts before model degradation impacts plans.
What You Can Do With It: Core Capabilities for Better Decisions

Move beyond a basic forecast. Our service combines robust modeling with actionable outputs to solve specific business challenges.

Plan Promotions & Measure True ROI

Isolate uplift and cannibalization effects with dedicated promotion modeling. Keep your baseline clean for accurate post-promo planning and measure true incremental impact.

Forecast New & Intermittent Products Confidently

Leverage attribute-based similarity and launch analogs for data-poor new items. Master sparse, volatile demand with models built for long-tail and intermittent patterns where traditional methods fail.

Maintain Local Truth with Global Consistency

Preserve granular market patterns while ensuring forecasts roll up perfectly across product and geographic hierarchies. Get local accuracy with global coherence.

Build Trust with Explainable, Adjustable Forecasts

Replace black-box skepticism with transparent driver breakdowns. Enable planners to apply instant, bounded adjustments for sudden disruptions without corrupting the core model or waiting for a full retrain

Automate & Scale with Probabilistic Intelligence

Generate full demand distributions (P10/P50/P90) for millions of SKU-location combinations. Our system automatically selects the best-fit model for each pattern and continuously monitors for accuracy drift.

Sense True Demand & Incorporate External Drivers

Correct historical data for stockouts and outliers. Incorporate the impact of external signals like weather, events, and economics to sense real demand shifts.

Our Services

AI Governance Services for Enterprise-Scale AI

Connect Your Demand Signals

We integrate with your data ecosystem.

Includes:

  • Data Ingest: Transactional sales, product catalogs, promo calendars, inventory snapshots, external signals.
  • Integrations: Snowflake · BigQuery · Databricks · S3/ADLS · SFTP · ERP APIs.

Clean, Correct, and Prepare

We build a reliable “ground truth.”

Includes:

  • Outlier detection & correction
  • Seasonality normalization
  • Stockout-based demand correction
  • Promotional baseline decomposition

Model with Purpose

We apply the right technique to each segment.

Includes:

  • Granular, SKU-location-day/week modeling
  • Segment-aware approaches (fast-movers vs. intermittent)
  • Coherent hierarchical reconciliation

Deliver Actionable Intelligence

Forecasts are shipped for immediate use.

Includes:

  • Deliverables: Forecast datasets (via API/Warehouse), probabilistic intervals, driver explanations, quality dashboards.
  • Planner Tools: Clipping and override controls for real-time adjustments without model corruption.
  • Ongoing Management: Regular model retraining, performance reviews, and strategic refinement by our experts

What You Get

Forecast Datasets / API Feeds

SKU × Location × Day/Week forecasts with prediction intervals (P10/P50/P90).

Forecast Driver Analysis

Clear breakdowns of what changed and why for any item or period.

Planner Adjustment Interface

Bounded override and clipping controls for rapid response to disruptions.

Forecast Quality Suite

Dashboards tracking WAPE/MAPE/Bias across segments, with drift alerts.

Data Health Monitoring

Automated checks for missing promos, outliers, and hierarchy breaks.

Managed Service SLA

Defined refresh cadence, performance reviews, and expert support.

Security & Compliance

  • GDPR-first data processing and contracts
  • Encryption in transit and at rest
  • ISO 27001-aligned security practices
  • EU data residency options available
Stop debating the numbers. Start making decisions with confidence.
Clean Baselines | Probabilistic Signals | Explainable Drivers
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