This page may contain stale information. Last updated: 2026-07-02

Overview

Scaled Cognition is a Mountain View AI model lab building “Super-Reliable Intelligence” for enterprise — focused on eliminating hallucinations in high-stakes agent workflows across financial services, healthcare, telecom, and insurance.

Flagship Product

APT (Agentic Pretrained Transformer) — conversational model architecture where actions and information are first-class objects, enabling policy-compliant agents with verifiable audit trails (not post-hoc explanations).

Platform includes agentic tooling, simulation/evaluation frameworks, and live agent monitoring.

Founders

  • Dan Klein — Co-founder/CTO; UC Berkeley AI professor; co-founded Semantic Machines (acquired by Microsoft 2018)
  • Dan Roth — Co-founder/CEO; former Microsoft Corporate VP Conversational AI

Recent Developments

Fortune 500 deployment claims are company-reported; independent customer verification pending.

Sources