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AI growth becomes defensible when customers create lasting advantages in scale, workflows, decisions, and switching consequences.
Strategy & Transformation

How AI companies can turn growth into defensible advantage

Sep 15, 2026

8 min

AI can alter buyer research and marketing decisions. Test whether familiar metrics and playbooks still reflect customer behavior.
Strategy & Transformation

AI can make familiar marketing metrics less reliable

Sep 15, 2026

6 min

Classify AI by capability, mechanism, supervision, ownership, and failure consequence to sharpen procurement, controls, and accountability.
Strategy & Transformation

AI procurement should start with business capabilities

Sep 14, 2026

6 min

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AI enablement needs two-way knowledge flow to surface, evaluate, refine, and share useful AI practices across teams.
Marketing & Growth

How AI enablement turns local practices into organizational capability

Sep 11, 2026

5 min

GEO requires more than AI visibility. Consistent product data, credible evidence, and transaction readiness shape customer selection.
Marketing & Growth

Why AI discovery requires more than brand visibility

Sep 11, 2026

7 min

Attribution tracks marketing interactions but cannot prove causation. Better evidence combines tracked activity, sales usage, and customer accounts.
Marketing & Growth

Why marketing attribution cannot prove what caused a purchase

Sep 11, 2026

4 min

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AI coding environments increasingly compete on agent control, context, workflow structure, isolation, and verification.
Product Design & Research

What to look for in AI development environments

Aug 31, 2026

12 min

Generative UI should express intent, not executable code, while applications retain control of components, actions, state, and authorization.
Product Design & Research

Building generative UI without generating code

Aug 31, 2026

9 min

AI improves customer experience when leaders align teams, define customer outcomes, track risk early, and build clear CX accountability.
Product Design & Research

Top CX leaders start with what customers feel

Aug 27, 2026

17 min

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AI can reshape marketing by connecting functions, speeding information flow, preserving expertise, and improving cross-functional decisions.
Leadership & Management

How AI is changing the connections between marketing teams

Sep 15, 2026

8 min

AI-first marketing depends on redesigned workflows, measurable gains, repeatable practices, and clear controls, not simply greater AI use.
Leadership & Management

How CMOs turn AI experiments into repeatable marketing workflows

Sep 15, 2026

9 min

AI can speed content creation while shifting work downstream. Measure the full marketing workflow to determine whether productivity improves.
Leadership & Management

Faster AI content generation may not reduce total labor

Sep 15, 2026

6 min

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IaC falls short for most teams. Rigid tools, skill gaps, and vendor drift are fueling a shift toward more flexible, human-centered solutions.
Technology & Innovation

Why so many teams are frustrated with IaC

Sep 14, 2026

12 min

Secure autonomous marketing workflows by governing data flows, identities, API scopes, retention, destinations, and sensitive workloads.
Technology & Innovation

Why autonomous marketing security must govern data handoffs

Sep 11, 2026

5 min

AI ROI depends on measuring full workflows, cross-functional costs, and attribution, not just task speed, features, or departmental gains.
Technology & Innovation

Why faster AI tasks do not always improve ROI

Sep 11, 2026

6 min

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Home Depot’s Magic Apron shows how connected retail AI makes unified commerce, reliable data and attribution critical to measurable returns.
Industry Insights

Why in-store AI depends on unified commerce data

Sep 9, 2026

7 min

Gartner forecasts AI-security spending will reach $4.8 billion in 2027 as enterprises adopt specialist tools for emerging AI risks.
Industry Insights

Why AI security spending is heading for $4.8 billion

Sep 8, 2026

5 min

Digital twin software is growing fast, but a fragmented vendor ecosystem puts interoperability, expertise and partnerships in focus.
Industry Insights

Why digital twin growth still depends on a fragmented market

Sep 8, 2026

7 min

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