Enterprise #AI Fails Without This One Thing. #entrepreneur #technology #tech #startup #investing #vc

Scaling AI across the enterprise isn’t just about the intelligence of the models. AI agents also need the same company context a new employee would: access to internal systems, documents, knowledge, and workflows. From the NYSE, Gradial’s CEO Doug Tallmadge explains why unlocking that context is critical to making AI a meaningful contributor inside large organizations. Gradial is a 2026 IA40 winner, recognized as one of the top private companies building with and enabling the AI applications that will shape our future. Explore the full IA40 list out now at www.ia40.com/the-list @NYSEofficial @gradial