... sided service marketplace with a third, often overlooked layer: admin control . Platform Structure A user app for individuals and families seeking care A provider app for verified allied health professionals A web-based admin panel for compliance, oversight, and rule enforcement From a product perspective, this mattered more than any single feature. Every workflow crossed at least two roles, and often all three. The Real Goal: Reduce Risk Without Slowing People Down The stated goal was not growth or engagement ... ... case. User-Side Features Guided booking flow Verified provider profiles Care notes and contact details Clear extension rules Provider Features Dual pricing setup Availability control Document verification tracking Booking history Admin Features Manual compliance checks Booking and refund oversight

... context that a map pin never can, building understanding. The "Family Feed" Concept: A private, positive log for the family not for monitoring, but for sharing. "Mom finished her big presentation!" "Dad landed safely." This shifts the paradigm from oversight to shared presence. We believe the healthiest safety net is woven with good communication. This philosophy guides features we're exploring at Number Tracker to connect families better. Would love this community's thoughts: Have you found or built features ... ... that successfully improve family communication, not just logistics? How can tech help transition parental oversight

... think, we did it really well. But there was one operational challenge we didn t have locked down, which ended up hurting us. Post-Covid, we were going to accelerate our revenue growth by acquiring a few smaller competitors, and we created systems to hire M&A professionals. The process was extensive, including interviews and validation exercises. But after the contract was signed, we took a step back, assuming the people we hired would get us there with little oversight

... calling it a "politically-motivated" investigation and refusing to cooperate. This is a fascinating and potentially game-changing development for social media platforms and their algorithms. It brings up huge questions about transparency, data privacy, free speech, and government oversight. What s your take? Do you think X should hand over its algorithm? Is this a necessary step for transparency, or an overreach by the government? What does this mean for the future of social media regulation? Would love ...

... prefer keeping an eye on things just in case? For example, would you let an AI handle customer support, process automation, or even financial decisions without constant supervision? Or do you feel there s always a need for human oversight, no matter how good AI gets? Three agents that stood out on PH to me: ChatGPT Operator (not globally available yet) Perplexity Assistant (Android Assistant) Proxy 1.0 (Apparently better than OpenAI's Operator for specific use cases) Have you tried ... ... Snippfy, an AI-powered automation tool for developers, I still firmly believe in the importance of a final review process. AI agents, while advanced, are not perfect they can still produce hallucinations or subtle errors that need human oversight

... Analytics: Planning your launch with foresight. Customer Segmentation: Targeting the right groups. Content Personalization: Making users feel special. Chatbots: Offering 24/7 support. Sentiment Analysis: Monitoring social media vibes. Keep that Human Touch Balance AI with genuine human interactions: Human Oversight: Review AI s work. Authentic Engagement: Combine AI efficiency with personal responses. Customer Feedback: Use feedback to improve AI. Check these metrics: Engagement Rates: Are people interacting more? Conversion Rates: Is AI driving sales? Customer Satisfaction: Are users happy ... ... worth the investment? Reality Check: Ofcourse, AI isn t a magic bullet: Cost vs