AI Agents Need Product Managers, Not Just Prompt Engineers
By: Hemang Upadhyay, Strategic Product & AI Leader, RTM Insider The easiest way to misunderstand an AI agent is to treat it as a better prompt. That framing survives the demo and falls apart in production. A production agent is not a model following an instruction. It is a product. It has users, permissions, data […]
The Next AI Reliability Metric is Reversibility
By: Hemang Upadhyay, Strategic Product & AI Leader, RTM Insider Most AI reliability conversations still fixate on accuracy. Accuracy matters, but for agents that act, it is incomplete. Once an AI system takes action, the sharper question is often whether the action can be reversed. Reversibility is the ability to explain, pause, undo, correct, or […]
Beyond Personalization Theater: Why Customer Trust, Organizational Agility, and Execution Are the Real Growth Engines
For more than a decade, enterprise brands have invested heavily in personalization. Customer data platforms, recommendation engines, audience segmentation tools, dynamic content systems, and AI-powered experiences have become standard components of the modern retail technology stack. Yet despite billions of dollars in investment, many organizations still struggle to demonstrate meaningful incremental revenue from these efforts. […]
In Retail, Trust Is the Scarcest Resource in the Stack
By: Jiaqi Qian, GP Singh The most expensive failure in retail analytics doesn’t look like a failure. Dashboards load. Reports ship on schedule. The AI assistant produces fluent summaries. On paper, the program works. Meanwhile the merchandising lead keeps a spreadsheet, the planner calls an analyst she trusts before signing a replenishment plan, and the […]
The Patience Shift: What Years in the C-Suite Taught Me About Guiding vs. Doing
Early in my executive career, I believed leadership was about speed and execution. When a problemarose, my instinct was simple: step in, take the wheel, and solve it. It was fast, effective, and got immediate results. Or so I thought. Over time, as I navigated senior leadership roles and spent years sitting in rooms with […]
July Mixer Recap: Merciv, Trasix, And A New Kind of Meetup
What a turnout for our July mixer. Thank you to everyone in the RTM Nexus community who came out, it made for a great night of conversation and connection. See the full set of pictures here: https://drive.google.com/drive/folders/1Rvlqi2KbZfdzEgXpbDlMiNp3hyKwWysO?usp=sharing We also want to spotlight our two sponsors from the evening, Merciv and Trasix, and share a bit […]
The Definitive Retail and E-Commerce Playbook: 19 Essential 2026 Titles
The retail and e-commerce spaces are moving faster than ever. Between the sudden collapse of organic search channels, the automation of the physical storefront, and shifting compliance rules around tracking consumer behavior, operators need practical battle plans rather than academic theories. To give our community a distinct operational advantage, we have cataloged the most critical […]
The Best Founders Don’t Avoid Failure. They Expect It.
One of the biggest misconceptions about entrepreneurship is that successful founders have a clear vision from day one. They don’t. In fact, some of the most successful companies began with the wrong idea entirely. Recently, I had a conversation with Jack Jia, Founder of Musely whose company spent nearly two years and more than $2 […]
The Efficiency Illusion: How Automated Friction Secretly Kills Brand Loyalty
In the race to optimize operational expenditures, modern retail has fallen in love with a dangerous metric: cost per ticket. Boardrooms are aggressively implementing artificial intelligence and generative chat interfaces to deflect customer interactions. While this reduces human headcount and shields spreadsheets, businesses are discovering a painful countertrend: they are not automating customer service, they […]
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