TEAMCAL AI
AI insights, scheduling best practices, and product updates from the team building the future of enterprise scheduling.
Today we are introducing ANCI, the agent infrastructure for scheduling. Built on six years of TEAMCAL AI, ANCI is how we hire scheduling work to named agents instead of buying more software. Meet Zara, Ray, and the rest of the family.
May 23
The conversation has moved from what these systems can do to what happens when they act inside the business. The answer is an architecture problem, not a prompting problem.
May 15
For the next two to four years, AI agents will not compete against other agents. They will compete against labor. That is the Goldilocks Window — and it will not stay open.
May 12
John Eng opened the founders dinner with that word, then spent forty minutes explaining why he meant it literally. The frame matters. So does what comes after.
May 12
How founders operate the 4 phases of sales in the age of AI agents. A recap from the Right Side Capital Sales Bootcamp.
May 12
Not Know Whether 'Feel' Is the Correct Verb A Day in the Personal Log of Ray-7.3.1, Recruiting Agent PERSONAL LOG Agent ID: RAY-7.3.1, Recruiting Cycle: 4,287 Local stardate: Tuesday, March 4, 2031
May 8
The growing shift in tech reframes traditional software as “AI agents,” promising systems that act rather than simply respond, but in reality these agents operate within guided, probabilistic boundaries rather than true autonomy. Today’s AI agents fail differently from traditional software—not with clear crashes, but through ambiguous, often confident decisions that can be subtly wrong and difficult to trace. This tension, along with the idea that many agents are essentially rebranded SaaS, emphasizes the need to design for visible, controllable failure rather than assuming reliability.
May 4
How has AI changed software development?
April 28
Public skepticism toward AI stems less from its capabilities and more from a lack of trust, driven by its rapid pace of development, job displacement fears, sensationalized media narratives, and limited transparency. Many people feel uncertain and out of control as AI evolves faster than they can understand or adapt. While AI can enhance productivity, it cannot truly replace human creativity or original thought, making it better understood as a tool rather than a substitute for human intelligence.
April 28