Softmax Data

AI Engineering for Production Systems

150+ AI projects delivered since 2019. Document AI, AI Agents, LLM Fine-Tuning.

Trusted by teams at Deloitte, Capital One, Clio, Rocket Mortgage, and Meta

Resources for Engineering Leaders

AI Technical Debt: The Silent Tax on Every AI System

Discover the six types of AI technical debt that silently degrade system performance, inflate costs, and slow your team โ€” and how to fix them before they compound.

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The Incumbent's Advantage

A CTO's playbook for turning your existing data, systems, and domain expertise into an unbeatable AI moat.

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AI in Production

Engineering insights on deploying and scaling AI systems โ€” from model training to monitoring in production.

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What We Build

Document AI

Extract, classify, and process complex documents at scale. 4M+ documents processed monthly.

AI Agents

Autonomous agents that handle multi-step business workflows end-to-end.

LLM Fine-Tuning

Custom models trained on your proprietary data for domain-specific accuracy.

Data Foundations

Pipelines, infrastructure, and architecture that make AI possible.