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Case Studies

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Boosting Retail Sales with Fractal’s Trial Run

Boosting Retail Sales with Fractal’s Trial Run

Boosting Retail Sales with Fractal’s Trial Run

Fractal and a large retailer drive measurable sales lift through data-driven experimentation using Trial Run on AWS.

Fractal and a large retailer drive measurable sales lift through data-driven experimentation using Trial Run on AWS.

Demonstrated a consistent uplift in sales across a large store network

Demonstrated a consistent uplift in sales across a large store network

Delivered incremental revenue gains at the store level

Delivered incremental revenue gains at the store level

Achieved a meaningful cumulative impact on overall revenue

Achieved a meaningful cumulative impact on overall revenue

Seamless deployment via AWS Marketplace

The challenge

The challenge

Driving Office SKU sales through targeted incentives

Driving Office SKU sales through targeted incentives

Key challenges

A leading national retailer sought to increase unit sales of office SKUs by launching a targeted incentive program for store employees, rewarding them based on sales performance. To ensure the program’s effectiveness before scaling, they needed a robust and scalable experimentation framework. Traditional methods lacked the precision and agility required to evaluate such initiatives across multiple locations.

  • Quantifying the real-world impact of incentive programs

  • Quantifying the real-world impact of incentive programs

  • Absence of scalable tools for in-market experimentation

  • Absence of scalable tools for in-market experimentation

  • Need for rapid, data-driven decision-making

The solution

Trial Run by Fractal

Fractal deployed Trial Run, a cloud-based test management and measurement platform, a broad store footprint over several months. The platform enabled in-market experimentation and evaluation of the incentive program over a 6-month period.

Intelligent user interaction

Trial Run leveraged OpenAI to recommend features during experiment design and used AWS-native services for data processing and analytics.

Implementation approach

Implementation approach

1

AWS Integration

  • AWS Lambda for serverless orchestration

  • Amazon RDS for database management

  • AWS Marketplace for seamless procurement

  • Enabled frictionless onboarding via AWS Marketplace.

2

Experiment Design

  • Monitored performance across a large store footprint

  • Evaluated impact over a full-year baseline

  • Enabled real-time tracking of sales metrics

The impact

The impact

Business Outcomes

  • Consistent sales uplift observed across participating stores

  • Noticeable revenue improvements at the store level

  • Cumulative gains validated the effectiveness of the incentive program

Technical Gains

  • Scalable experimentation framework

  • Real-time analytics and insights

  • Streamlined deployment via AWS

User Experience

  • Easy-to-use interface for business users

  • Rapid feedback loop for program optimization

  • Minimal IT overhead

Looking ahead

Looking ahead

Next Steps

  • Expand Trial Run to additional product categories

  • Integrate with broader promotional strategies

  • Enable predictive modeling for future campaigns

Future Capabilities

  • Automated experiment recommendations

  • Deeper integration with POS systems

  • Continuous learning from historical data

Transform your enterprise with AI that delivers

All rights reserved © 2026 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,
Off W. E. Highway Goregaon (E), Mumbai - 400063, Maharashtra, India.

CIN : L72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2026 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park,
Oberoi Garden City, Off W. E. Highway Goregaon (E),
Mumbai - 400063, Maharashtra, India.

CIN : L72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8