Smart Retail Forecasting

Smart Retail Forecasting

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A predictive AI engine built to optimize inventory levels, boost shelf availability, and reduce operational waste through accurate real-time forecasting.

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Case detail

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Case detail

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Case detail

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Project challenges

Building a forecasting engine for fast-moving retail environments required handling fluctuating demand patterns and integrating multiple data channels. Ensuring model accuracy across seasonal shifts and regional variations was essential.

  • Managing large, unstructured retail data sources.

  • Predicting demand spikes influenced by unpredictable trends.

  • Ensuring rapid system performance at store scale.

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The solution

We deployed an adaptive AI model that continuously improves with sales behavior and external market signals. The system enabled retailers to anticipate demand, optimize stock distribution, and respond instantly to market changes. Full system compatibility ensured rollout without operational delays.

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The result

Retail teams experienced increased product availability and reduced purchase gaps. The AI system empowered supply planners to act confidently with accurate forecasts.

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Reduction in out-of-stock situations

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Reduction in out-of-stock situations

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Reduction in out-of-stock situations

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Lower inventory carrying cost

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Lower inventory carrying cost

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Lower inventory carrying cost

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Faster decision-making across supply chain

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Faster decision-making across supply chain

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Faster decision-making across supply chain

Project information

Date:

May 29, 2025

Date:

May 29, 2025

Date:

May 29, 2025

Client:

TrendMart Retail Group

Client:

TrendMart Retail Group

Client:

TrendMart Retail Group

Industry:

Retail & consumer goods

Industry:

Retail & consumer goods

Industry:

Retail & consumer goods

Services:

Data Engineering, AI Forecasting, Dashboard Development

Services:

Data Engineering, AI Forecasting, Dashboard Development

Services:

Data Engineering, AI Forecasting, Dashboard Development

Technology stack:

Angular, Python, TensorFlow, PostgreSQL

Technology stack:

Angular, Python, TensorFlow, PostgreSQL

Technology stack:

Angular, Python, TensorFlow, PostgreSQL

“Our forecasting accuracy improved dramatically, helping us maintain efficiency even during peak seasons.”

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Harper Collins

Operations Head, TrendMart

“Our forecasting accuracy improved dramatically, helping us maintain efficiency even during peak seasons.”

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Harper Collins

Operations Head, TrendMart

“Our forecasting accuracy improved dramatically, helping us maintain efficiency even during peak seasons.”

Avatar

Harper Collins

Operations Head, TrendMart

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We’re here to help

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Let’s talk about your next AI project

How do we connect?

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Smart process automation

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Direct access to our team — no bots.

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We ask smart questions fast.

Start your AI journey

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Vector

We’re here to help

Vector

Let’s talk about your next AI project

How do we connect?

Icon

Smart process automation

Icon

Direct access to our team — no bots.

Icon

We ask smart questions fast.

Start your AI journey

BG Image
Vector

We’re here to help

Vector

Let’s talk about your next AI project

How do we connect?

Icon

Smart process automation

Icon

Direct access to our team — no bots.

Icon

We ask smart questions fast.

Start your AI journey

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