Client Success Stories
Building an AI Roadmap for a High-Growth SaaS Platform
Aurelin evaluated 30+ potential AI features and built a clear, phased roadmap aligned to customer value and competitive advantage.
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Predictive Patient Volume Forecasting for Surgical & ED Units
Aurelin delivered machine learning forecasts of daily patient volumes, enabling smarter staffing and capacity allocation.
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AI-Enhanced Fraud Detection & Transaction Scoring
Aurelin built anomaly detection models to identify high-risk transactions in real time, reducing false positives by 27%.
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Personalized Product Recommendations Using Behavioral Data
Aurelin designed a recommendation engine to personalize product suggestions, boosting repeat purchases by 14%.
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AI-Driven Outage Prediction & Grid Reliability Modeling
Aurelin built an AI model to predict feeder-level outages, giving operations teams 24-48 hour visibility into grid risks.
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Demand Forecasting Model for National Consumer Brand
Aurelin built a forecasting model that improved demand prediction accuracy by 22% across channels.
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Unified Customer Insights to Improve Retention for a Subscription-Based Retailer
Aurelin consolidated customer, order, and behavior data to identify churn drivers, resulting in a targeted strategy projected to reduce churn by 8–12%.
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Drive-Thru Optimization With AI-Powered Throughput Analytics
Aurelin analyzed drive-thru sensor and POS data to uncover operational bottlenecks and reduce average wait time by 17%.
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Data-Driven Portfolio Risk Framework for an Asset Manager
Aurelin developed a dynamic portfolio risk model and reporting suite, allowing leadership to identify exposures 3x faster and improve investment decision-making.
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ABOUT US
Aurelin specializes in translating executive priorities into clear, actionable data and AI strategies that unlock value and accelerate business outcomes.
We bring deep industry experience and modern expertise across cloud architecture, data transformation, and AI-driven decision intelligence to help organizations build the capabilities they need to compete and scale.
Aurelin partners with leadership teams to design data strategies that are practical, value-focused, and aligned to enterprise vision supported by best-in-class approaches in multi-cloud modernization, data architecture, analytics enablement, and AI opportunity roadmapping. Contact us today to learn how we can help you turn data into a strategic asset.
Our Core Services
Below are the five flagship service lines that express exactly what Aurelin does: modern, strategic, AI-first, and outcome-driven.
Data &
AI Strategy
Executive-level guidance without full-time commitment.
What We Deliver
• Interim Chief Data/AI Officer support
• Vendor evaluation & RFP advisory
• Steering committee presentations
• Roadmap governance & value tracking
• Strategic oversight of analytics, AI, and data programs
Outcome
Leadership continuity and confidence while scaling capabilities.
Modern Data Architecture &
Cloud Enablement
We design practical, scalable data architectures that empower analytics and AI at scale.
What We Deliver
• Modern data platform architecture (Azure, AWS, GCP)
• Multi-cloud strategy & integration patterns
• Data modeling, ETL/ELT frameworks, and data quality design
• Data governance & compliance foundations
• Measurement frameworks & metadata strategy
• Migration roadmaps for legacy to modern stack
Outcome
A future-ready data foundation that accelerates analytics, AI adoption, and operational performance.
Advanced Analytics & AI Solutions
We build intelligent analytics, ML models, and decision tools that improve speed and accuracy.
What We Deliver
• Predictive & prescriptive modeling
• Customer intelligence (segmentation, LTV, churn)
• Operational forecasting (demand, supply, staffing, volume)
• Pricing, optimization, and scenario modeling
• ML-driven personalization & recommendation engines
• Anomaly detection & risk scoring models
Outcome
Smarter, faster, more confident decision-making across the enterprise.
Data Product Development & Activation
We turn data into usable products that teams rely on every day.
What We Deliver
• Dashboard design & KPI frameworks
• Data product visioning & governance
• AI-assisted workflows & automation
• User-centric prototypes & rapid iterations
• Adoption playbooks & user enablement
• Integration with business processes and systems
Outcome
Insights operationalized- not just built, but adopted and used.
Fractional Data & AI Leadership
Executive-level guidance without full-time commitment.
What We Deliver
• Interim Chief Data/AI Officer support
• Vendor evaluation & RFP advisory
• Steering committee presentations
• Roadmap governance & value tracking
• Strategic oversight of analytics, AI, and data programs
Outcome
Leadership continuity and confidence while scaling capabilities.
Industries we Serve
Energy & Utilities
Healthcare
Higher Education
Financial Services
Consumer Products
Technology
Retail & E-Commerce
Food & Hospitality
Airlines & Aviation
Insurance
Automotive
Manufacturing
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Logistics & Transportation
Legal Services
Public Sector & Government
Real Estate & PropTech
Telecommunications
Media & Entertainment