Models, margins and the business decisions behind applied AI. Reporting and analysis from Fathom Tech.
Copado is expanding its Agentia AI-powered platform with a new Headless capability that embeds agentic automation directly into developer tools and terminals, allowing engineers to automate tasks without leaving their code editors.
As AI tools become commoditized and widely available, the companies that will dominate are those that can integrate AI into their core business operations and workflows. The next phase of competition is about execution, not tool availability.
Research from Deloitte and Teradata reveals a massive gap between AI agent pilots and production deployments. While 78% of enterprises run agent pilots, only 14% have scaled them across the organization—a failure rooted not in model capability but in operational readiness.
Video and audio files contain valuable information, but extracting it requires more than just sophisticated models. The real challenge lies in building workflows that prepare multimedia for AI processing.