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The Economics of Agentic AI: Rethinking Value of Data in a Non-Linear World
For a decade, the data industry monetized a mistake: we sold the haystack. Customers paid for volume because they couldn't easily find the needle. Agentic AI changes the math. By replacing linear workflows with non-linear intent, AI drives transaction costs to zero—and destroys volume-based revenue models. This series uses econometrics, calculus, and microeconomic theory to engineer a new pricing framework. The assembly line is closing. It is time to price for outcomes.
Gandhinath Swaminathan
1 day ago4 min read


Exploring Minimalist Innovation LLC's Approach
Minimalist Innovation LLC shows how growth-minded businesses can cut through complexity by focusing on what truly drives sustainable results. Their method centers on refining existing systems—leveraging data, purposeful AI, and minimalist principles to create lasting, streamlined solutions. The approach enables founders and executives to replace clutter and inefficiencies with simple, effective practices, fostering clarity and resilience in scaling organizations.
Gandhinath Swaminathan
Nov 244 min read


How Early Adopters Are Driving 6-10% Revenue Growth With Agentic AI
Early adopters of Agentic AI are driving 6-10% revenue growth. This isn't yesterday's automation (RPA). It's a new class of AI that makes decisions and achieves goals, not just completes tasks. A recent Google Cloud study confirms 88% of early adopters are already seeing ROI. This is how you move from efficiency to profit.
Gandhinath Swaminathan
Nov 173 min read


Forget Change Management. It's Time for Change Engineering.
Persuading teams to change is inefficient. Real adoption occurs when the new way of working is simply better. Instead of fighting resistance, build a new model that makes the old one obsolete. Our SHIFT methodology engineers change by designing superior tools and processes that your teams willingly adopt. This is change by design, not by force.
Gandhinath Swaminathan
Nov 95 min read
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