From the
desk of
Rohit
Every article here is built around a single conviction: that the intersection of AI, commercial instinct, and customer obsession is where the next era of growth gets decided. These are not opinions. They are patterns observed across $1.7B+ in outcomes.
All Writing
387 articles
AI Weekly MemoThe Price of Intelligence Just Collapsed: AI Cost Deflation and What Boards Must Do
The price of intelligence just collapsed, and most companies are still budgeting like it did not. This is AI cost deflation at software speed, in the line item CFOs planned as their fastest-growing cost. In the span of two weeks: OpenAI shipped a model that matches its previous flagship at half the cost, with a […]
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Artificial IntelligenceHow to Build AI Agents for Your Business: A Step-by-Step Guide for 2026
Quick Answer To build an AI agent for your business in 2026: identify a high-volume, repetitive workflow where failure is recoverable; choose your build path (no-code, framework, or custom); design a four-layer architecture covering the LLM, memory, tools, and orchestration; connect your data sources and business systems; define tiered autonomy rules; test against real failure […]
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Artificial Intelligence10 Real-World Agentic AI Examples That Are Actually Generating Revenue in 2026
Quick Answer The best real-world agentic AI examples generating revenue in 2026 include Klarna’s customer service agent ($60M saved, 853 FTE equivalent), JPMorgan’s 450+ live production agents, General Mills’ autonomous supply chain system ($20M+ saved), McKesson’s individual-level marketing agent ($900M new revenue), and Salesforce’s contract automation ($5M in legal costs cut). What separates these deployments […]
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Artificial IntelligenceWhat Is AI Transformation? The Enterprise Guide Every Leader Needs in 2026
Quick Answer AI transformation is the process of redesigning an organization’s operations, workflows, and commercial model around artificial intelligence, so that AI becomes a structural part of how value is created, not a tool sitting alongside how work was already done. It is fundamentally different from AI adoption, which measures tools deployed, and from digitization, […]
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Artificial IntelligenceWhat Is an AI Maturity Model? The 5-Level Scale Every Enterprise Needs to Know
Quick Answer An AI maturity model is a structured framework that measures how effectively an organization can develop, deploy, govern, and scale artificial intelligence, rather than simply whether it uses AI at all. It typically spans five levels, from fragmented, ad hoc experimentation at Level 1 to fully autonomous, self-improving systems at Level 5, assessed […]
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TrendsWhat Is Responsible AI? The Enterprise Framework Every Leader Needs in 2026
Quick Answer Responsible AI is the practice of designing, deploying, and governing AI systems in a way that is fair, transparent, accountable, and safe, while still delivering measurable business value. It is not a compliance checkbox. PwC research shows organizations at the most mature stage of Responsible AI are up to twice as likely to […]
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Artificial IntelligenceBest Open Source LLMs in 2026: Ranked for Business, Coding and Research
Quick Answer The best open source LLMs in 2026 are GLM-5.2 and Kimi K2.6 for coding and agentic work, Qwen3-235B-A22B for business and reasoning, Llama 4 Maverick for enterprise deployment, DeepSeek V3.2 for research and long-context analysis, Mistral Small 4 for budget-conscious production, and Phi-4-mini for edge and lightweight deployments. No single model wins every […]
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TrendsCustomer Singularity
I want to put the definition of customer singularity on the record. For thirty years, personalization had a cost curve. Serving one customer perfectly was expensive. Serving a million customers identically was cheap. Segmentation was the practice of managing the compromise in between. The segment, the cohort, the persona, the demographic: all of it was […]
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Artificial IntelligenceWhat Is Shadow AI? The Enterprise Risk No One Is Talking About (2026)
Quick Answer Shadow AI is the use of AI tools, models, browser extensions, or personal AI accounts inside an organization without formal approval, visibility, or governance from IT, security, or compliance teams. It now affects roughly 8 in 10 office workers, costs organizations an average of $670,000 more per data breach, and yet only 18% […]
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AI & The Growth EngineWhen the Ad Becomes the Agent: Agentic Advertising and the New AI Gatekeepers
THE GROWTH ARCHITECTURE | WEEKLY AI MEMO Week of June 28, 2026 | Signals from June 21-27, 2026 For leaders who need signal, not noise. The Thesis This was the week AI stopped being a tool you use and became an agent that acts for you. For two months the story was about power: who […]
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Artificial IntelligenceWhat Is Answer Engine Optimization (AEO)? The Complete Guide for 2026
Quick Answer Answer Engine Optimization (AEO) is the practice of structuring content so AI-powered platforms like ChatGPT, Perplexity, Google AI Overviews, and Gemini can extract it, trust it, and cite it as a direct answer to a user’s question. Where traditional SEO competes for a ranking position, AEO competes for the answer itself. The work […]
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Market-of-OneProduct and the Commercial AI Maturity Model: The Cohort Tax in Practice
Last week, after the Service in Practice essay published, George Ashkar pushed the framework one step further than I had taken it. He pointed out that the Customer Intelligence Layer I named at Level 5 needs a value layer on top of it, and he gave the canonical proof point that I want to open this essay with. A […]
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