Scaled Cognition just raised $100M to kill the $600B outsourcing market with hallucination-free AI agents

Scaled Cognition raised $100M Series A led by Khosla Ventures on June 25.

They built a model called APT that eliminates hallucinations.

Not mitigates. Not reduces. Eliminates.

CEO Dan Roth says current AI fails 30% of the time in critical workflows.

Scaled Cognition says APT gets it right every single time.

Already live with Fortune 500 in financial services, healthcare, telecom, and insurance.

Genesys is both investor and customer running APT inside Genesys Cloud.

The real target: the $600 billion business process outsourcing market.

Customer service. IT support. HR. Finance.

Enterprises are beginning to insource what they outsourced — replacing third-party managed services with AI workforces they own and control.

CTO Dan Klein is a UC Berkeley professor who previously built and sold an agentic AI company to Microsoft.

He says the most dangerous errors aren't the ones that look wrong.

They're the ones that look completely correct.

APT is smaller, faster, cheaper than frontier models and supports VPC and self-hosted deployment.

On track to automate over one billion customer service interactions within 12 months.

If your customer service operation runs on outsourced agents, audit your vendor stack today.

The insourcing wave just got funded.