Where Insight Meets Execution

Proven impact through our case studies and research showcasing the enterprise AI systems we design, deploy, and scale.

Case Studies | Accelerating data maturity and AI across industries.

Turning Webpage Placements Into Personalized Revenue

Turning Banner Personalization Into Revenue

Scaling Conversions with Data and ML

Developer infrastructure modernization illustrating the transition from cloud virtual machines to standardized local development environments.

Developer Infrastructure Savings

70% Lower Costs. 80% Fewer VMs

AI onboarding assistant architecture connecting developer support, identity-aware guidance, and data engineering standards.

AI-Powered Developer Support

350 Conversations in Three Months

Research | Our team has published at NeurIPS, ICML, NASA and more.

Factored research introducing MEASURE, an award-winning framework for evaluating structured understanding in resume extraction.

Beyond OCR Accuracy

CVPR 2026 Best Short Paper

Research using language-family structure to improve self-supervised speech learning for low-resource languages.

Structure Beats Random Scale

Language families improve transfer

Research measuring content and speaker trade-offs when adapting multilingual self-supervised speech models.

The Cost of Speech Adaptation

Content gains can erase speaker signal

Our POV | Sharing our best practices

Metadata flowing through data pipelines to support automated governance, data ownership, lineage, column masking, and access controls.

Metadata-Driven Governance

Automate Fine-Grained Governance

Databricks data and AI platform illustrating unified data engineering, AI workloads, and enterprise security and governance.

Databricks and the AI Boom

A Decade of Data Engineering Pays Off

Governed semantic layer connecting AI analytics agents to certified metrics, business definitions, and authoritative data sources.

AI Analytics Semantic Layers

Governed Metrics. Reliable Answers.

Forward Deployed Engineering.
In Your Environment.
In Your Time Zone.

Inside your standups, architecture decisions, workflows, and production environments

We build on your stack, for your business

1,000’s of AI & Data engagements across complex production environments

Discuss Your Challenge