Demand Prediction with AI

Don’t Just Predict the Future. Shape it

Plan with 95% forecast accuracy using our AI-powered demand planner. Built for scale, speed and precision.

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Challenges

When Planning Fails, Business Suffers

Forecasts take hours to create but become outdated fast

Poor forecasts lead to stockouts, overstocks, and lost revenue

Teams follow separate plans, reacting instead of aligning

Growth, seasonality, and new channels drive constant volatility

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Solution

Demand Prediction Made Simple, Scalable, and Accurate

See accurate, real-time forecasts across products and locations with AI-powered demand prediction.

Analyzes sales history, trends, and signals to predict demand

Delivers accurate forecasts by product, location, and time

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Forecasts update in real time as demand shifts

Integrates seamlessly with your current tools

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Impact

What AI Demand Prediction Really Means for Your Business

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Use Cases

Demand Prediction Use Cases

Prepping for high-demand season

Before
Teams buffer with last year’s sales, but stockouts and leftover inventory still hurt margins.
After
Forecast accuracy improves by 25%, ensuring the right products are available when demand spikes.

Matching labor to real demand

Before
Planners rely on rough estimates, leading to wasted resources or costly overtime.
After
Real-time forecasts increase workforce efficiency by 70%, aligning staff with actual demand.
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Think of it this way
A weather radar for your business
Think of it as a smarter crystal ball that helps you see demand shifts before they happen
Impact

What Happens After You Deploy

Your teams plan faster. Forecasts get sharper. Inventory moves smarter.

What our clients see:

Forecasts improve immediately
AI demand prediction quickly outperforms legacy tools, even with messy or inconsistent data.
40% more accurate forecasts within weeks
Inventory becomes optimal
AI adjusts to demand shifts to keep stock balanced and margins protected.
10–25% reduction in excess stock volumes
Teams move faster and smarter
AI handles the boring work, so your team can focus on what matters.
80% reduction in manual planning time
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Why Choose Crata AI

Works with your data even if it's messy, siloed, or incomplete

Fully Customizable to your industry, seasonality, and planning

Flexible deployment: full pipeline, co-pilot mode, or model API

Trusted by ops, finance, and supply chain teams alike

Quick deployment, measurable gains in weeks

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You get sharper forecasts, leaner operations, and a calmer supply chain
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Technology

The Tech Behind Our Demand Prediction Engine

ML & time series forecasting models

Predict SKU/location-level demand using ARIMA, Prophet, XGBoost, LSTM

External signal enrichment

We gather and integrate signal data like holidays, weather, and foot traffic for sharper accuracy

Planning layer integration

Outputs structured forecasts to your S&OP tools and inventory systems

Scenario & override tooling

Allows planners to adjust, test, and simulate impact before committing
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Still forecasting like it’s 2015? Let's fix that.

Join over 30+ companies scaling faster with Crata AI.
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