Category: Artificial Intelligence
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Inside the AI Coding Boom: What Emergent’s Unicorn Run Signals for Enterprise Software Delivery in 2026
In July 2026, Emergent, an Indian AI coding startup founded barely a year earlier, closed a $130 million Series C led by Creaegis, pushing its valuation to $1.5 billion — roughly five times what it was worth four months prior. The company now reports a $120 million annualized revenue run rate and more than 200,000…
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The first agent you should hire may be the one that controls your advertising budget
Most companies still treat advertising as a marketing activity. In economic terms, however, advertising is a continuous capital-allocation process. Every decision to invest in Google, Meta, LinkedIn, TikTok, YouTube, WhatsApp, marketplaces, influencers, websites, or digital publications assigns capital to a particular audience, message, product, geography, moment, and expected return. Despite the financial importance of these…
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56% of Companies Get Zero Return From AI — The Operating Model Gap Behind the Number
Most enterprises have stopped asking whether to deploy AI. PwC’s 2026 Global CEO Survey, based on 4,454 CEOs across 95 countries, found a much less comfortable number: 56% of companies report zero financial benefit from AI over the prior year — neither higher revenue nor lower cost. Only 12% report gains on both fronts. Deployment…
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OpenAI’s Codex 2.0: Sites and Plugins Redefine Enterprise Software
On June 2, 2026, OpenAI rolled out the biggest update to Codex since its desktop launch, and it wasn’t another benchmark win. The release added a hosting layer called Sites, a selective-editing tool called Annotations, and six role-specific enterprise plugins covering everything from investment banking to creative production, according to TechCrunch. Codex now counts more…
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Why Intuit Replaced Multi-Agent AI With a Skill-Based Architecture
For most of 2025 and into 2026, the default answer to “how do we scale enterprise AI” was: add more agents. Spin up a planner agent, a research agent, a writer agent, a reviewer agent, wire them into a multi-agent system, and call it orchestration. Intuit tried that too. Then it tore the design apart…