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Insights on AI communication, voice agents, WhatsApp automation, and the future of customer engagement.

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TCS Sharpens AI Focus: Inside the Plan to Become the World’s Largest AI-Led Tech Services Company20 min read
ArticleMay 16, 2026

TCS Sharpens AI Focus: Inside the Plan to Become the World’s Largest AI-Led Tech Services Company

TCS Sharpens AI Focus: Inside the Plan to Become the World’s Largest AI-Led Tech Services Company What happens when India's largest IT company decides it no longer wants to be just an IT company—but the world's largest AI-led technology services company? TCS sharpens its AI focus at precisely the mo…

AI Copilots vs. AI Agents: The Real Difference in 20265 min read
ArticleMay 9, 2026

AI Copilots vs. AI Agents: The Real Difference in 2026

The terms copilot and agent are used interchangeably in marketing, but they describe fundamentally different interaction models. In 2026, knowing which one you are building determines your architecture, UI, safety surface, and user's mental model. What Is a Copilot A copilot assists a human who rema…

Automating Customer Support with Voice AI in 20264 min read
GuideMay 9, 2026

Automating Customer Support with Voice AI in 2026

Customer support is moving from chat-first to voice-first. In 2026, voice AI agents handle first-line support for airlines, banks, insurers, and retailers. The business case is straightforward: a voice agent costs less per interaction than a human agent, scales instantly during spikes, and operates …

6 min read
ArticleMay 8, 2026

The AGI Debate in 2026: Definitions, Disagreements, Stakes

"AGI" is a four-letter word that means different things to different people. In 2026 the term is invoked by the leadership of every frontier AI lab, by regulators, by VCs, and by builders — and most invocations talk past each other because the underlying definitions don't match. Here is the debate a…

5 min read
ArticleMay 8, 2026

AI Startup GTM in 2026: What's Actually Working

The classic SaaS playbook — outbound SDR teams, MEDDIC qualification, 12-month enterprise sales cycles — is breaking against AI-native buying behavior. In 2026, the AI startups crossing $10M ARR fastest are the ones that have abandoned most of that motion. Here is what the live data shows is working…

6 min read
ArticleMay 8, 2026

AI Product Pricing: Per-Token, Per-Seat, Per-Outcome

Pricing AI products is harder than pricing SaaS for one structural reason: unlike a database row, an AI inference has a real, variable cost. That single fact reshapes every pricing decision. Here are the four pricing models actually deployed in 2026, what each is good for, and where each breaks. Why…

6 min read
ArticleMay 8, 2026

Measuring AI ROI: Beyond 'Productivity Gains'

"AI saved us 30% on engineering productivity" is the most common claim in 2026 board decks and the least defensible one. The number is rarely measured and almost never attributed cleanly. If you are spending real money on AI tools, you owe yourself a real ROI framework. Here is one that holds up to …