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Take Control of Your Future with AI-Powered Demand Forecasts

Explainable AI forecasts for the whole enterprise: sales & promotions planning, revenue and inventory, plus propensity lists that uncover who will buy, what, and when.
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Don’t Let Forecasting Gaps Hold Your Organization Back

Let’s face it: traditional forecasting can feel like a black box. You get a result, but you’re left wondering, how did they even come up with that?
  • Data and models in silos: Scattered info and department-level forecasts create blind spots, leading to risky decisions.
  • Costly inaccuracies: Missed forecasts can mean stockouts or surpluses, hitting profits and customer trust.
  • Constantly shifting markets: Consumer habits and trends change fast, and static models can’t keep up.
  • Rigid forecasting methods: Many models lack predictive capabilities, making quick pivots hard.
  • Need for smarter tools: Comprehensive forecasting demands tools that unify data, leverage predictive analytics, and adapt to trends in real-time.
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Bring in AI for Precise, Agile, and Impactful Forecasting

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Enhanced Accuracy and Speed

AI analyzes vast amounts of data quickly and accurately, delivering real-time insights that help enterprises make precise forecasts and avoid costly errors.
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Adaptability to Market Shifts

Advanced AI methods continuously adapt to new data and evolving market trends, keeping forecasts relevant and responsive to changes.
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Unifying Data Across Silos

AI seamlessly integrates data from multiple sources, breaking down silos and providing a “one version of truth” that enables more informed and strategic decision-making.
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How We Do It: AI-Powered Insights for an Empowered Fleet

1
Connect multi-modal data sources into one view.
2
Complex data takes shape, uncovers meaningful relationships.
3
Organize insights to enable accurate, enterprise-level predictions.
4
XAI into analytics & insights
Mined XAI's four-step AI process: complex data input, transformation, machine learning processing, generating enterprise fore
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Think It’s Time to Upgrade Your Forecasting Game?

If you're ready to make better, faster decisions with the help of AI, why not chat with us? We’ll show you how this solution can be tailored your organization.
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Step 1

RAPID DISCOVERY

We collaborate with your organization to uncover critical challenges and map out a strategic path forward.
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Step 2

DESIGN, BUILD & VALIDATE

We partner with you to create dynamic AI models and custom dashboards tailored to your organization's needs.
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Step 3

DEPLOY

We deploy the system, train your team, make refinements, and provide ongoing support and upgrades.
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Real Results from Real Enterprises

Unlocking Precision with Lowest-Level Forecasting

Traditional forecasting often overlooks the details that matter most. Mined XAI’s lowest-level forecasting fixes that by delivering insights at the SKU, seller, and customer interaction level, providing a complete view of your organization.

With this level of precision, you can predict demand more accurately, source more effectively, and ensure every marketing dollar hits its target.

Our clients have seen sharper 30-, 60-, 90-day forecasts, allowing them to make smarter, real-time decisions that drive better results.
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Graph comparing Client Legacy Forecasting Model accuracy (85% at 30-day, 37% at 90-day) with MINEDXAI Explainable AI model (>

Demand Planning FAQs

Demand planning gets complex when sales cycles run long and suppliers’ lead times move. In this FAQ, we outline how far ahead we can forecast, how we adapt procurement plans as vendor lead times shift, how forecasts can be operationalized to drive sales, and which external indicators we incorporate, alongside your sales and inventory history, to sharpen accuracy across horizons.

We have been successfully forecasting demand out 90 days, achieving accuracy rates above 95%. For context, published industry averages for AI-driven demand forecasting typically range from 85-87%. Although accuracy naturally declines the further out you go, we can create compelling forecasts that go out to as far as 180 days.

We incorporate vendors’ lead times into our forecasts, and examine historical data for patterns in delivery behavior and trends. Our platform uses proprietary AI techniques to constantly uncover trends and update predictions in real-time. This ensures that you can order with confidence.

Yes! Since we forecast at the lowest level, we can tell you with a high degree of confidence which of your customers will buy which products and when. This information can be provided on our dashboards or in Propensity Lists that can be added to sales software solutions. One customer has seen that upwards of 70% of the customers on our lists do purchase in that quarter at the levels we forecasted or more.

We are using various external data sets, such as weather and new construction permits, in our models. Since our platform is data agnostic, we can integrate any internal or external data streams that might help add accuracy to your forecasts. We will analyze these streams to ensure they are providing value.
Mined XAI logo, symbolizing advanced AI insights for trusted financial planning and robust retirement solutions.
At Mined XAI, we make AI simple and accessible. With decades of experience, we swiftly deploy our explainable AI solutions to solve complex data issues. Our client’s AI journeys enhance their market leadership, visualize opportunities, boost efficiency, and align enterprise goals for a robust bottom line.
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About
Resources
Contact Info
601 E Third Street, Floor 2,
Dayton, OH 45402
+1 (937) 550-6518
Mined XAI logo, symbolizing advanced AI insights for trusted financial planning and robust retirement solutions.
At Mined XAI, we make AI simple and accessible. With decades of experience, we swiftly deploy our explainable AI solutions to solve complex data issues. Our client’s AI journeys enhance their market leadership, visualize opportunities, boost efficiency, and align enterprise goals for a robust bottom line.
Follow us:
About
Resources
Contact Info
601 E Third Street, Floor 2,
Dayton, OH 45402
+1 (937) 550-6518
Mined XAI logo, symbolizing advanced AI insights for trusted financial planning and robust retirement solutions.
At Mined XAI, we make AI simple and accessible. With decades of experience, we swiftly deploy our explainable AI solutions to solve complex data issues. Our client’s AI journeys enhance their market leadership, visualize opportunities, boost efficiency, and align enterprise goals for a robust bottom line.
Follow us:
About
Resources
Contact Info
601 E Third Street, Floor 2,
Dayton, OH 45402
+1 (937) 550-6518
Copyright ©2025 Mined XAI, LLC | All Rights Reserved
Copyright ©2025 Mined XAI, LLC
All Rights Reserved