Sparks & Signals: An AI-Powered Audio TLDR

Over the past year, I have spent a great deal of time with retailers and consumer brands across different markets. There is real progress being made with AI, data, and new ways of operating, but there is also a sense that these capabilities are still developing in separate layers. What many teams are looking for is a way to connect how the business understands the market, how it responds to custom...

Au cours de l’année écoulée, j’ai passé beaucoup de temps avec des enseignes de retail et des marques de grande consommation sur différents marchés. Des avancées concrètes sont réalisées autour de l’IA, de la donnée et de nouvelles façons d’opérer, mais ces capacités continuent souvent d’évoluer de manière cloisonnée. De nombreuses équipes cherchent aujourd’hui à mieux relier la compréhension du m...

Retail complexity is often described in terms of scale. In practice, it is about keeping pricing, inventory, and product data aligned across systems. After a conversation with Maria J Marti (CEO & Founder of ZeroError.ai), I spent some time reflecting on how data consistency is becoming foundational, especially as we move toward agentic workflows.

A few weeks ago, I was in a conversation with a brand that has been investing steadily in digital transformation. Their question was simple and familiar: Which startups would you recommend for a company that still carries legacy systems but wants to move into Agentic AI? It is a question that often gets framed as a tooling decision, though it tends to unfold differently in practice. The answer sit...

Retail operations break down at the moment you don’t know what’s happening at the store. Power status is one of the most fundamental signals, yet it has been one of the hardest to access in real time. I’ve been looking at how Gisual is changing that. From instant power visibility to triggering the right workflows and even accelerating insurance recovery, this is about turning a simple signal into...

Marketing teams are not short on data. They are short on systems that act on it. I have been spending time thinking about how we move from insight to execution, and what it takes to compress that cycle from days to hours. Sharing a perspective on how agentic ecosystems, enabled through Microsoft for Startups and Pegasus partners like A.Team, are starting to reshape how marketing actually operates.

Spent some time thinking about where agentic systems actually slow down in retail. It is not intelligence. It is trust. Most teams are still in human-in-the-loop mode. That works until scale forces a shift to policy-driven execution. This is where things get interesting. Sharing some thoughts on how blockchain, smartcontracts, and identity could play a role as a trust layer for autonomous systems.

NVIDIA GTC was a different kind of experience for me. Coming from Retail and CPG events, this was a chance to step into AI-first conversations. What stood out was not just what AI can do, but what it takes to make it work in real environments. A few thoughts from the week, including conversations with startups and enterprise teams.

I kept hearing the same terms used interchangeably. Agent. Orchestrator. Claw. So, I spent some time digging in to better articulate what each one actually means and how they fit together in real systems (& in the retail world). A big takeaway for me is that it is a shift from coordination to continuous operation. Agents execute. Orchestrators coordinate. Claws run the system. Sharing my take....

Annual reports contain far more than financial results. They reveal the strategic priorities and operational challenges enterprises are working to solve. In this article, I share the approach I use to analyze annual reports, break down those priorities into specific capabilities, and map them to innovative startups using the Business Model Canvas. It is a simple framework that helps connect enterp...

After a few days at MWC 2026 in Barcelona, one observation stood out. 𝑹𝒐𝒃𝒐𝒕𝒊𝒄𝒔 𝒊𝒔 𝒃𝒆𝒄𝒐𝒎𝒊𝒏𝒈 𝒂𝒏 𝒆𝒏𝒅𝒑𝒐𝒊𝒏𝒕 𝒇𝒐𝒓 𝑨𝑰. For years AI lived behind screens. Chat windows and dashboards. Now sensors, edge compute, and connectivity allow AI to interact directly with the physical world. Autonomous inspection. Robotic logistics. Infrastructure maintenance. Intelligent machines operating across cities and network...

The telecom industry stands at an inflection point. Networks are evolving into intelligent platforms. Edge compute is moving closer to the source of data. AI is becoming embedded into infrastructure. At the same time, a parallel shift is underway in the physical world. Robots are leaving controlled factory floors and entering dynamic environments across logistics hubs, retail spaces, smart cities,...

At Mobile World Congress 2026, connectivity will be everywhere. The real question is what rides on top of it. Helfie. AI offers one such opportunity. Helfie transforms a standard smartphone into an AI powered health screening tool. Using video, image, and signal analysis, it enables users to conduct rapid, accessible health assessments from their own devices. The experience is simple. The implicat...

Telecom leaders spend billions building networks for a future they must predict before it arrives. Fiber rollouts. 5G expansion. Edge infrastructure. Device subsidies. Content partnerships. Every major investment depends on one question: Where is digital demand moving next? At Mobile World Congress 2026, Microsoft for Startups is bringing a company that approaches this question from an unexpected...

Modern telecommunications operators face constant operational and customer experience challenges. Growing data volumes create opportunities, but many teams struggle to turn insights into action. Networks are resilient, but customer experience often falters when real-world disruptions occur, especially power outages. A single outage can drive tens of thousands of support inquiries and distress call...

Microsoft for Startups comes to Mobile World Commerce with a clear purpose: t o help enterprises turn innovation into execution. Every organization is under pressure to move faster and deliver more with less. Yet many ideas stall between proof of concept and real deployment. Our role is to close that gap. Startups bring speed and bold thinking. Microsoft brings a trusted, global cloud and enterpri...

Specialty retail was built on expertise. But what happens when the expert is not on shift? From plumbing and flooring to wine and beauty, in-store specialized knowledge is becoming one of retail’s scarcest resources. High turnover, complex assortments, and long onboarding cycles make it difficult to scale true category depth across every location. In this blog post, I explore how domain-trained Pe...

We often ask customers what they want. But as the classic milkshake story taught us, customers do not buy products. They hire solutions to make progress in their lives. I first encountered the 𝑱𝒐𝒃𝒔 𝒕𝒐 𝑩𝒆 𝑫𝒐𝒏𝒆 𝑭𝒓𝒂𝒎𝒆𝒘𝒐𝒓𝒌 when we were shaping Microsoft for Startups . It changed how I think about founders , enterprises , and innovation . The real question is not what features people prefer. It is what...

I have been tracking a few key technology themes across #CES, #NRF, and #WEF this year. One topic stood out clearly: #AgenticCommerce. This post reflects on the signals from all three events and what they reveal about how autonomous systems are beginning to reshape digital markets.

A few weeks ago, I shared a blog post ( https://lnkd.in/gwmg3PbH ) exploring what #retail could look like when multiple #AI agents work together rather than in silos. The response was overwhelming and quickly turned into action. The founders of the #startups Uriel Knorovich ( Nimble ), Wendy Chen ( Omnistream ), and Mario Megela ( YDISTRI ) decided to collaborate, alongside Krutika Kamdar from Mic...

As AI agents take on more execution, people move up the stack, from tasks to outcomes. I wrote this to explore what that shift really means in practice. Also hear about how Microsoft for Startups is using AI Agents.

Retail Store IQ is not about more dashboards. It’s about turning signals into action at the edge of the store. In this piece, I build on my earlier Retail Store IQ article and explore how sentiment, behavior, context, competition, assortment, inventory, and execution come together to shape better in-store experiences.

Over the past year I have been looking for a startup that can help brands make sense of the fast-moving signals that shape consumer interest. Not by looking at last year’s data, but by reading what customers are paying attention to right now across search, social, creators and other public sources. i-Genie.ai has built one of the most compelling approaches I have seen, turning these external signa...

My 2026 outlook on the technologies I will be watching closely in retail. From Agentic Commerce and Spatial Models to RetailStoreIQ and intention understanding, these are the parts of the intelligence stack that I believe will have a meaningful impact on how the industry operates.

There’s a quiet shift happening in grocery. Protein aisles are expanding, meals are shrinking, and shopper intent is changing faster than most realize. In my latest post, I explore how CueZen, a Microsoft for Startups Pegasus partner, is helping retailers understand this new shopper and deliver healthier, more personalized journeys.