DevRev has introduced autonomous self-service capabilities for enterprise customers, using the GPT-6.1 Sol model to run its Computer and Operator tools. The system is designed to balance reasoning quality, response speed, and operational cost.
What enterprise tasks would you trust an autonomous AI to handle without human oversight?
Cisco is combining its network intelligence with OpenAI models to strengthen enterprise security. The company is building more adaptive defenses by integrating these AI capabilities into its security approach. This reflects a move toward using AI to enhance network protection for businesses.
Would you trust an AI to autonomously block network threats in real time?
A new argument from MIT Technology Review suggests that the real competitive advantage in enterprise AI is shifting away from model choice and toward the system built around it. For years, the focus was on raw model capability—bigger models, better reasoning, larger context windows, higher benchmark scores. Now the emphasis is turning to the serving harness, the infrastructure that supports and de…
Enterprise AI can already generate recommendations and automate tasks, but it often misses the real-world constraints that determine whether a decision actually works. Without understanding how a business operates, even powerful models can suggest solutions that ignore key relationships or limits. As companies move AI from experiments into daily operations, the gap between raw predictions and prac…