Predictive Analytics

See What’s Coming, Act Before It Happens

Predict demand, churn, and operational risk with up to 80% accuracy. Turn reactive guesswork into proactive strategy.

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Challenges

When You Can’t See Ahead, Planning and Growth Slow Down

Businesses rely on past data instead of forward-looking signals

Churn and revenue risks go unnoticed until it’s too late

Teams react after disruptions instead of preventing them

Forecasts are slow, manual, or often based on gut feel

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Solution

Predictive Analytics that Turns Data Into Foresight

We help businesses anticipate demand, churn, and risk with predictive analytics, so they act before problems hit.

Identifies key metrics: churn, revenue, inventory, risk

Detects trends, seasonality, and behavior shifts

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Forecasts outcomes with advanced ML models

Turn predictions into alerts, dashboards, workflows

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Impact

What Predictive Analytics Delivers

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Use Cases

Common Scenarios We Solve

Forecasting Sales for Better Planning

Before
Sales targets from last quarter keep teams reactive.
After
Category forecasts give leaders confidence to plan.

Anticipating Inventory Shortfalls

Before
Teams reorder on static thresholds, causing overstocks or stockouts.
After
Future gaps are predicted, letting you act before shortages hit.
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Think of it this way
A crystal ball that actually works, powered by your own data.
Your GPS for business, showing what’s ahead and how to get there faster.
Impact

What Happens After You Deploy

Teams stop reacting to surprises and start steering with foresight.

What our clients see:

Critical risks flagged early
Demand drops, late payments, or slowdowns identified before they escalate.
15–20% decrease in costs and missed opportunities
Forecast-powered planning
Budgets, staffing, and inventory moves informed by predictive models.
Up to 80% forecast accuracy on key metrics
Execution speeds up faster
Real-time alerts and recommendations keep workflows moving.
+ 60–70% faster and more consistent decision cycles
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Why Choose Crata AI

Tailored to your key metrics and use cases

Transparent models that balance accuracy with clarity

Integrated into dashboards, alerts, and ops tools

Fast rollout with minimal effort from your team

Ongoing support as your business evolves

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You get foresight — not just hindsight
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Technology

The Tech Behind Our Predictive Analytics

Data Pipelines & Orchestration

Collect, clean, and sync data so models run on accurate, up-to-date information

Time Series & ML models

Forecast future values with models like Prophet, ARIMA, XGBoost, LSTM

Feature Engineering Pipelines

Boost accuracy with trends, seasonality, lag features, and rolling windows

Real-time Dashboards & Alerts

Deliver predictions through dashboards or instant alerts via Slack, Teams, or BI tools
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Ready to stop guessing and start knowing what's next for your business, so you can act on it?

Join over 30+ companies scaling faster with Crata AI.
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