Our Thinking

The Catch-22 of Stepping Away From AI

Is refusing to participate in AI the ethical choice? This post explores the "Catch-22" of tech refusal: when marginalized communities step away, algorithms evolve without them, automating historical biases. Discover how to bridge the trust deficit and move beyond "tick-box" compliance to build truly responsible, people-positive AI.

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The New Smart Building

Smart buildings no longer just turn dials—they make choices about people. This post explores why swapping human intuition for predictive algorithms risks "fossilizing" our properties, automating old systemic bias, and creating a rigid ecosystem unable to adapt when crises strike.

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The Impact Edit: When Harm Looks Reasonable

Automated systems in buildings now make consequential decisions about people—from tenant screening to security—yet accountability is disappearing across the value chain. This post explores the concept of "diffuse causation" and the hidden risks of algorithmic decision-making in real estate.

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ESG Strategy, Data & Measurement, Social Sustainability Gayathri Unnikrishnan ESG Strategy, Data & Measurement, Social Sustainability Gayathri Unnikrishnan

The Impact Edit: Carbon has a number. People have a paragraph.

Carbon has a number. People have a paragraph. This post explores why the "S" in ESG reporting remains so thin compared to environmental metrics. From the historical lessons of the Triangle Shirtwaist Factory fire to the creation of the GHG Protocol, discover why fixing social sustainability reporting isn't a data problem—it’s a courage problem.

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Data & Measurement, ESG Strategy, Risk & Compliance Gayathri Unnikrishnan Data & Measurement, ESG Strategy, Risk & Compliance Gayathri Unnikrishnan

The Impact Edit: Stop Saying “Impact.” Start Showing Receipts.

Are your social sustainability claims just marketing, or can they survive an audit? As the market shifts from "tell me your values" to "show me your evidence," this post breaks down the three levels of proof needed to protect your organization from social washing and actually document your impact.

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Market Trends, ESG Strategy, The Built Environment Gayathri Unnikrishnan Market Trends, ESG Strategy, The Built Environment Gayathri Unnikrishnan

The Impact Edit: Davos 2026: What the "World's Most Powerful Summit" Actually Said About Buildings (And What It Didn't)

Davos 2026 signaled a critical shift: social sustainability is no longer a "nice-to-have" but a business necessity. This post filters the summit's headlines through the Liveable framework—People, Place, Product, Partners, and Philanthropy—to explain why the "brown discount" is the new reality for the built environment.

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The Impact Edit: Can Your Social Sustainability Claims Survive a Follow-Up Question?

Broad language helps teams agree, but specific language helps them deliver. This post explores why terms like "community-driven" often crumble under scrutiny and how to build a social impact strategy that is robust enough to survive outside the conference room.

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Social Sustainability, The Built Environment Gayathri Unnikrishnan Social Sustainability, The Built Environment Gayathri Unnikrishnan

The Impact Edit: How Buildings Changed the “S” in ESG

For years, the "S" in ESG has been the vague middle child—defined by intentions rather than outcomes. But buildings are changing that. This post explores how the built environment provides the physical proof needed to turn social sustainability from an abstraction into a measurement.

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