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Predictive Analytics Company in Saudi Arabia

At Whetstonez, we use your historical data to forecast demand, spot risks early and help your team act sooner.

Predictive Analytics Services in Saudi Arabia

Whetstonez builds predictive analytics and machine learning models for Saudi businesses. From Jeddah we use your historical data to forecast demand, spot risks early and help teams act before problems happen.

Demand forecasting

Predict sales and demand by product, branch and season to plan stock and staff.

Customer churn prediction

Identify customers likely to leave so your team can act in time.

Risk & fraud scoring

Flag unusual transactions and higher-risk applications for review.

Predictive maintenance

Use equipment and sensor data to plan maintenance before failures.

Customer segmentation

Group customers by value and behaviour for better targeting.

Model deployment

Put models into dashboards, apps and workflows, and keep them accurate over time.

Predictive Analytics for Saudi Industries

Useful predictions start with a clear business question.

Retail & e-commerce

Demand forecasting, promotions planning and customer lifetime value.

Finance

Credit risk, fraud detection and collections prioritisation.

Healthcare

No-show prediction and capacity planning.

Logistics

Delivery time prediction and fleet planning.

Manufacturing

Predictive maintenance and quality prediction.

Real estate

Occupancy, pricing and collections forecasting.

How We Deliver Predictive Models

Proof of value first, then production.

  1. Define the questionWe agree what to predict, how it will be used and how accuracy is measured.
  2. Data reviewWe assess the history and quality of your data.
  3. Prototype modelA first model tested against real past data.
  4. ValidationAccuracy, bias and business impact checked with your team.
  5. DeploymentModel connected to dashboards, apps or automated workflows.
  6. MonitoringPerformance tracked and models retrained as patterns change.

Built for Saudi Businesses

Local seasons and rules affect both data and models.

Local seasonality

Models that account for Ramadan, Eid, school terms and local sales events.

Hijri and Gregorian calendars

Correct handling of both calendars in data and forecasts.

Data protection

Personal data handled in line with the Personal Data Protection Law.

Data residency

Options to train and host models in the Kingdom.

Our Technology

Proven data science tools.

Languages & libraries

Pythonscikit-learnXGBoostProphet

Deep learning

PyTorchTensorFlow

Platforms

Azure MLAWS SageMakerGoogle Vertex AI

Visualisation

Power BILooker StudioMetabase

How Much Does Predictive Analytics Cost?

Whetstonez prices, excluding VAT. A fixed quote follows a short scoping call.

Project typeTypical cost (SAR)Examples
Simple32,000 – 120,000A single forecast or scoring model with a dashboard
Mid-level120,000 – 320,000Several models connected to your systems and workflows
EnterpriseFrom 320,000Large-scale platforms, real-time scoring, regulated use cases

For more detail, read our AI development cost guide.

Predictive Analytics FAQs

How much data do we need?

It depends on the problem. Many forecasting projects work well with one to two years of clean history. We assess your data before promising results.

How accurate will predictions be?

We measure accuracy on your own past data before launch and share the results openly, so you know what to expect.

Can you use data from our ERP?

Yes. We connect to common ERP, POS, CRM and accounting systems.

How much does a predictive analytics project cost?

At Whetstonez, simple projects typically cost SAR 32,000 – 120,000 and mid-level projects SAR 120,000 – 320,000, excluding VAT.

How long does it take?

A first validated model usually takes a few weeks; connecting it to your systems takes longer.

Free consultation

Tell us about your project

Leave your details and our team will contact you to talk through your idea, timeline and budget. It is free and there is no commitment.

  • Arabic & English
  • In-house team in Jeddah
  • Since 2012

Prefer to talk now? Call +966 55 222 6985