Automation

When Human Instructions Conflict: How AI Should Determine Legitimate Authority

AI systems increasingly support teams with drafting, analysis, scheduling, customer service, software development, and communications. That support becomes especially valuable when work moves quickly and many people contribute. It also creates an important operational question: what should an AI do when two human instructions conflict?For more on this topic, the strongest answer is not to obey the latest message, the most senior-sounding person, or the most forceful demand. Instead, an AI should [...]

Witivio AI Agents for Microsoft 365: A Practical Path to Faster Work and Better Employee Experiences

Organizations that run on Microsoft 365 already have a powerful foundation for collaboration, communication, and content. The next step is making that foundation work for people automatically—so employees spend less time searching, switching apps, and repeating the same steps, and more time completing real work.Witivio develops AI agents and conversational apps tailored for Microsoft 365, called Copilot Factory. The goal is straightforward: embed virtual assistants across Teams, Outlook, and Off [...]

Findymail: Verified B2B Contact Data Built for Modern Sales Teams

Outbound works when your data works. When it doesn’t, the costs stack up fast: bounced emails harm deliverability, inaccurate records waste rep time, and poorly targeted lists drag down reply rates. Findymail is a B2B contact data platform designed to solve those problems with a practical promise: deliver verified email (and phone data where permitted), keep bounce rates low, and make it easy to enrich, qualify, and activate leads across the tools sales teams use every day. Learn more at www.fin (www.findymail.com) [...]