Strategies and Perspectives

Expert perspectives on data, leadership, and the future of intelligent automation. Relevant opinion and thinking on industry shifts, and the thinking behind our semantic revolution.

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Bala Murali • 12/17/2025

AI: Axe or Amplifier for Junior Talent?

AWS CEO Matt Garman calls replacing junior workers with AI “the dumbest thing.” AI must be amplifying, not being the "axe". Discover how 𝗦𝗽𝗼𝗻𝘁𝗮𝗶𝗻𝗲 𝗰𝗮𝗻 𝗯𝗲 𝘁𝗵𝗲 1000𝘅 𝗺𝘂𝗹𝘁𝗶𝗽𝗹𝗶𝗲𝗿 𝗼𝗳 𝗷𝘂𝗻𝗶𝗼𝗿 𝘁𝗮𝗹𝗲𝗻𝘁 𝗯𝘆 𝗱𝗲𝗺𝗼𝗰𝗿𝗮𝘁𝗶𝘇𝗶𝗻𝗴 𝘆𝗼𝘂𝗿 𝗽𝗼𝗰𝗸𝗲𝘁𝘀 𝗼𝗳 𝗯𝗿𝗶𝗹𝗹𝗶𝗮𝗻𝗰𝗲.

The C-Suite's Dirty Secret: Why Best Strategy Discussions Start With Data Reconciliation

Every Monday morning, executives face the same embarrassing ritual: spending the first half of their strategy meetings figuring out which numbers are actually right. While they're reconciling conflicting reports, their highest-performing competitors have already moved on to making decisions with data they actually trust.

Swarms of Automated Weather Stations to critical early warning systems

Kerala's Instritute for Climate Change studies is embarking on a pivotal project to create

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Bala Murali • 8/5/2025

The Great Acceleration: AI Will Change Your Business Environment Fundamentally.

The industrial revolution took 80 years to transform society. The AI revolution is doing it in eight.

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