Demand forecasting
Predict sales, stock, and workload so you plan with confidence.
Predictive Analytics
See what is likely to happen before it does.
Use your historical data to forecast demand, spot risk, and guide decisions. Shaaneiol Tech builds predictive analytics solutions that turn past patterns into forward-looking insight.
- Forecast
- Score
- Segment
- Alert
Clear forecasts. Confident decisions. Fewer surprises.
What we deliver
Predictive capabilities that guide decisions
From historical records to forecasts your teams can act on.
Customer churn & value
Find customers likely to leave and those worth investing in.
Risk & fraud scoring
Score transactions and accounts to flag unusual activity early.
Maintenance prediction
Predict equipment issues before they cause downtime.
Dashboards & reporting
Show forecasts and drivers in dashboards that business teams understand.
System integration
Feed predictions into your CRM, ERP, and planning tools automatically.
Our process
From historical data to usable forecasts
A clear delivery path, with priorities you can understand and progress you can follow.
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01
Define
Agree what to predict and how the decision will use it.
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02
Collect
Gather and clean the historical data that matters.
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03
Model
Build and compare forecasting and scoring models.
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04
Present
Deliver results in dashboards and reports people trust.
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05
Refine
Compare predictions with outcomes and improve.
Focus areas
Predictive levers across your business
Choose the forecasts that change decisions, not just fill dashboards.
- Sales forecasting
- Demand planning
- Churn prediction
- Lead scoring
- Fraud detection
- Risk scoring
- Maintenance
- Price optimization
Deliverables
Predictive assets your teams can use
Forecasts you can read. Drivers you can explain.
Use-case brief
The decision, the forecast, and the value it should create.
Cleaned history
Prepared data with documented sources and gaps.
Forecast models
Tested models for each prediction you need.
Dashboard
Forecasts, drivers, and scenarios in one view.
Accuracy report
How past predictions would have performed.
Refresh plan
Schedules for updating data and models.
Why Shaaneiol Tech
Forecasts you can explain, not just trust.
Combine solid statistics with business sense, and show what drives each prediction.
Predictions tied to decisions.
Start with the decision your team makes, then build the forecast that supports it, with clear drivers and honest uncertainty.
Back-tested
Models checked against real past outcomes.
Explainable
See which factors drive each prediction.
Connected
Results flow into the tools your teams use.
Kept current
Regular refresh as new data arrives.
Questions, answered clearly.
Can’t find what you need? Let’s have a quick, no-pressure conversation.
How much do predictive analytics projects cost?
Cost depends on the number of forecasts, data quality, and integrations. We scope a focused first use case with a clear estimate.
How much history do we need?
Seasonal forecasts like a year or more of data, but simpler scoring tasks can start with less. We review what you have first.
How accurate are the forecasts?
Accuracy varies by problem. We back-test against past data and share error ranges openly so you can plan with realistic expectations.
Do forecasts update automatically?
Yes. We schedule data refreshes and model updates so predictions stay current without manual work.
Hire Our Dedicated Analytics Experts
Turn your history into forecasts that guide planning, with a team that explains every prediction.