Our Work - Production systems, measurable outcomes.

Selected case studies from data and AI platforms we've built — billion-event streaming pipelines, zero-downtime migrations, fraud detection, multi-cloud governance, and self-service BI. Each one is in production today, with numbers we can defend.

Data Modernization Success Stories

Financial Services

Multi-Cloud Governance, Infrastructure Automation, Compliance

Multi-Cloud Governance with Luce

We implemented a multi-cloud governance solution for a financial services organization managing complex AWS/GCP hybrid infrastructure.

The solution leveraged Terraform, OpenTofu, and automated governance tools to achieve a meaningful cost reduction and 100% compliance automation.

The project established a scalable, multi-cloud governance framework supporting automated compliance, cost optimization, and security enforcement across hybrid environments.

Retail Chain

MLOps, Feature Engineering, Anomaly Detection

Anomaly Detection and MLOps with Luce

We implemented a MLOps solution for a major retail chain, enabling automated anomaly detection across sales, inventory, and customer behavior.

The solution leveraged DBT for feature engineering and Airflow for orchestration, achieving materially faster ML deployment and 95% accuracy in anomaly detection.

The project established a scalable, automated ML pipeline supporting real-time anomaly detection across 500+ retail locations with continuous model improvement.

Conglomerate

Self-Service BI, Data Democratization, Business Intelligence

Self-Service BI for a Conglomerate with Luce

We implemented a self-service BI solution for a large conglomerate, eliminating IT bottlenecks and empowering business users with direct data access.

The solution leveraged modern data stack technologies to achieve materially faster report generation and a meaningful reduction in IT support requests.

The project established a scalable, user-friendly BI platform supporting 500+ business users with real-time analytics and operational reporting.

E-commerce Platform

Real-Time Streaming, Event Processing, Cost Optimization

Cost-Optimized Real-Time Streaming for 300M Events/Day with Luce

Luce designed and implemented a cost-optimized real-time streaming architecture processing 300M events per day for a major e-commerce platform.

The solution leveraged Kafka, Airbyte, DBT, and Cube.js to achieve 1-second latency and a meaningful cost reduction.

The project established a scalable, high-performance streaming platform supporting real-time analytics and operational monitoring with optimized costs.

Betting Platform

Data Migration, Cloud Architecture, Legacy Modernization

Legacy to Cloud: 5TB Migration for a Betting Platform with Luce

We migrated a betting platform's 5TB MySQL database to cloud-native architecture with minimal downtime.

The solution leveraged Terraform, Airbyte, DBT, and BigQuery to achieve zero data loss and production-grade uptime during migration.

The project established a scalable, cloud-native data platform supporting real-time analytics and operational reporting with improved performance.

Luxury Brand

Data Governance, GDPR Compliance, Analytics

GDPR-Compliant Analytics for a Luxury Brand with Luce

We implemented a GDPR-compliant analytics solution for a luxury brand handling sensitive client data across multiple jurisdictions.

The solution leveraged policy tags, OpenMetadata for data lineage, and DBT anonymization techniques to achieve Full auditability in just 2 weeks.

The project established data governance with automated compliance monitoring, data anonymization, and audit trails for regulatory requirements.

Fintech Platform

Real-Time Fraud Detection, Transaction Monitoring, Risk Management

Real-Time Fraud Detection for a Fintech Platform

We implemented a real-time fraud detection solution for a fintech platform processing 10M transactions per day.

The solution leveraged Terraform, Kafka, Airbyte, DBT, and Cube.js to achieve 1-second latency and 15% fraud reduction.

The project established a scalable, high-performance fraud detection platform supporting real-time transaction monitoring with automated alerting and response capabilities.

Retail Conglomerate

Data Mesh Architecture, Domain-Driven Design, Retail Analytics

Retail Data Mesh with Luce: Unifying 200 Sources

We implemented a data mesh architecture to unify 200+ data sources for retail enterprises.

The solution leveraged domain-driven design and modern data stack technologies to achieve materially faster data access and a meaningful reduction in data silos.

The project established a scalable, decentralized data architecture supporting real-time analytics and operational reporting across retail domains.

Sectors we serve

Client engagements are confidential. The case studies below are anonymized; we can share specifics under NDA on request.

  • Financial services

  • Luxury maisons

  • Crypto platforms

  • Family offices

  • Industrial operators

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