AI is only as good as the data feeding it. We build enterprise-grade data infrastructure — from real-time ingestion pipelines to lakehouse architectures — that ensures your AI systems have access to clean, reliable, and timely data at any scale.
Map your data landscape — sources, flows, quality, and gaps. We identify the critical data needs for your AI initiatives and prioritize accordingly.
Implement modern data infrastructure with reliability and scalability at the core. We optimize for both batch and real-time workloads as needed.
Establish governance, monitoring, and self-service capabilities so your data platform grows with your organization's ambitions.
A global retailer with $3B in annual GMV wanted to move beyond collaborative filtering to capture contextual, real-time purchase intent.
Challenge
Static recommendation model. 12% conversion rate plateau. Cold-start problem prevented personalization for new products.
Solution
Multi-modal transformer combining user behavior, product embeddings, temporal signals, and contextual features. A/B tested rollout.
Results
18% conversion rate lift
$87M incremental annual revenue
45% reduction in marketing spend per acquisition
Let's talk about where AI creates defensible competitive advantage for your organization. We'll help you understand the opportunity and path forward.