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.

Muck Rack data modernization with Claude Code and Factored

Muck Rack Data Modernization

10× Faster. 100% Data Parity.

Enterprise GenAI platform for rapid product concept generation and validation

Rapid Product Testing at Scale

Deployed Across The Globe

Engineer validating AI-generated code and documentation after identifying hallucinated technical explanations during code review.

AI Hallucinations

Stop False AI Reasoning in Production

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

Backtesting and A/B testing workflow for production recommendation systems

Part 4: Recommender Backtesting

Test Before You A/B Test

Recommendation system balancing personalization, diversity, novelty, and explainability

Part 3: Better Recommendations

Accuracy Alone Is Not Enough

Production recommendation system with retrieval, ranking, re-ranking, and serving

Part 2: Production Recommenders

Build the Full Ranking Funnel

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