Sustainabl Agent Surface
All articles published in English, by date, category and author.
322 articles · Page 5 of 14
There is a cost that large retailers have absorbed for decades without measuring it precisely: not knowing exactly what they have, where it is, and whether what the system says exists actually exists. That cost does not appear as a separate line on the income statement. It dissolves into compressed margins, cancelled orders, misallocated working hours, and customers who leave without buying.
There's a narrative that has dominated boardroom conversations and venture capital funds for two years: artificial intelligence will devour enterprise software the same way software devoured analog business models. It's a powerful image. And like every powerful image that circulates without friction, it deserves pressure before it dictates investment decisions with real consequences.
The Nifty 50 has lost 11.60% so far in 2026. MOS Utility lost 70%. Pine Labs, 47.6%. That gap is not market noise or random volatility: it is the clearest signal that something in the valuation model of these companies was never as solid as it appeared.
More than $100 million for a daily tech show that generates approximately $5 million in annual revenue. That is a valuation multiple of over 20x on sales for a media asset, in a sector where typical multiples rarely exceed 3x or 4x revenue. This is not a miscalculation. It is a strategic statement.
For decades, the oil industry drilled into the American subsurface with a simple logic: extract, sell, abandon. What was left behind is a legacy that is difficult to quantify and nearly impossible to manage: millions of inactive wells scattered across the country, many without an official owner, leaking methane into the atmosphere and contaminants into groundwater. Oklahoma, to cite the most illustrative case, has more than 20,000 of these wells identified.
There is a pattern that repeats with enough consistency to take seriously: technologies do not concentrate where they are seen, but where they are supported. Social networks concentrated on distribution, not content. The cloud concentrated on infrastructure, not applications. Artificial intelligence is following the same geometry, but the control point is one level deeper than in any previous cycle.
Vaseline is 155 years old. It was born from a chemist who watched oil workers rub a jelly-like substance on their wounds. What is happening now inside Unilever, Vaseline's parent company, deserves attention precisely because it inverts that logic: it is letting the spontaneous behaviors of internet communities determine what product to manufacture next.
Jared Kugel hit the lowest point of his entrepreneurial life with a foreclosure notice in hand and a diet of crackers and jam. It was not a metaphor. It was the actual inventory of what remained after two failed ideas, zero investment commitments at his accelerator's demo day, and a business that couldn't scale because it depended on franchises that never materialized.
There is a type of financial result that confuses more than a loss: one that confirms something improved, but not enough to matter. Burberry published its annual results on May 14, 2026, for the year ending March 28, and the reading is exactly that. The company swung from a pre-tax loss of £66 million to a profit of £49 million.
There comes a moment in the life of any productivity platform when doing one thing well is no longer enough. Notion has reached that point. The company—known for years as the place where teams store notes, wikis, and databases—has just announced a deep reconfiguration of its architecture: a set of capabilities that, taken together, transform the workspace into an environment where artificial intelligence agents can operate, receive instructions, execute code, and sync external data in continuous real time.
There is a simplified version of Karooooo's fiscal Q4 2026 results that circulated in financial headlines: the company reported record subscription revenue growth, operating profit fell, earnings per share declined and the dividend rose. That version is not wrong, but it tells us nothing useful about the quality of the business model. The version that matters is more interesting and more uncomfortable.
There's a difference between growing in a market and changing your position within it. Motorola has just proven that both can happen at the same time. According to statements by T.M. Narasimhan, Managing Director of Motorola India, the company went from controlling 2.5% of the smartphone market in India three years ago to the current 8.5%, with expectations of continuing to advance.
Bernard Arnault didn't invent luxury. He corporatized it without killing it. That distinction, which seems minor, is actually the most difficult operation in high-end brand management: industrializing the manufacturing of desire without letting that desire evaporate.
One night in late 2024, Denis Shilov was watching a crime thriller when an idea struck him. He wrote a prompt that caused any AI model to ignore its own safety filters. What Shilov concluded from that episode was not that he had found a bug, but that no company had a post-deployment control layer over what their AI models were doing once users started interacting with them.
There is a detail that goes unnoticed when a company chooses its business bank account: the decision is not administrative, it is structural. It defines how fast money circulates, how much is lost to friction, and whether the business has real visibility over its own cash. An article published in May 2026 by TechRepublic illustrated this inadvertently: it promised a ranking of the ten best free business bank accounts and delivered, instead, an analysis of crypto-friendly banks.
Last week, TikTok announced in the United Kingdom something that has been quietly building for years: a £3.99 per month subscription allowing users over 18 to use the app without ads and, more importantly, without their data being used for advertising purposes. This is not an experiment. It is the first official launch in an English-speaking market, and it marks the moment a platform that built its business on free attention and hyper-personalized advertising puts an explicit price tag on opting out of that system.
There is a moment in the lives of many first-time parents when the baby section of a large store generates more anxiety than relief. Dozens of strollers stacked in boxes, impossible to fold or push, unknown brands with similar prices. That experience, repeated across thousands of Target visits over recent years, cost the company nearly a full point of market share.
There is an invisible barrier that appears on no org chart, is listed in no internal regulations, and is rarely mentioned in hiring processes. Yet it exists with the precision of a written policy. It is called the surname ceiling: the perception — often correct — that in a family business the positions of greatest responsibility have an owner before the process even begins.
There is a moment in the lifecycle of any disruptive business model when it stops destroying the incumbent and starts imitating it. Netflix has just crossed that threshold more clearly than ever. The company raised its standard ad-free plan to $19.99 per month, the second price increase in just over a year, while keeping its ad-supported tier at $8.99.
There is a real estate investment category that has been operating quietly for years amid the noise of vacation rentals and the apparent security of annual leases. It lacks the glamour of an Airbnb in a major city and the reassuring stability of a five-year tenant, yet it generates more income than the latter and less operational friction than the former. Medium-term rentals—furnished properties with 30 to 90-day contracts—are emerging as a distinct category with their own mechanics and a financial logic that deserves far more rigorous examination than it typically receives.
Kanvas Biosciences is not a laboratory story. It is a story about incentives. When the Bill & Melinda Gates Foundation decides to fund a synthetic microbiome company to combat environmental enteric dysfunction—an intestinal disease affecting around 150 million children in areas with poor sanitation that blocks nutrient absorption—it is not doing conventional philanthropy. It is betting on an intervention model that the private market cannot yet sustain alone.
When SAP shells out $1.16 billion for an 18-month-old German startup, it's not buying technology. It's buying time. And when Anthropic and OpenAI announce, in the same week, their own structures to bring AI to large enterprises, what emerges is not a race for the best model — it's a race for who controls the layer where business decisions get automated.
There is a precise moment in the cycle of any business model where the collective narrative stops describing reality and starts producing it. The SaaS sector reached that moment more than a year ago, and the industry is still processing what it means. It is not the collapse that some anticipated with the term 'SaaS-pocalypse', but neither is it a frictionless return to 2021-era growth.
There is a moment in the life cycle of a business school when expanding its academic offerings stops being a cosmetic gesture and becomes a statement of institutional positioning. UCLA Anderson School of Management crossed that threshold in April 2026, when it announced the launch of two new undergraduate specializations — called minors — in Real Estate and in Sports Leadership and Management. With this move, Anderson goes from two secondary specializations to four, deliberately broadening the perimeter of what it considers foundational management education.