Observed Signal · Aug 20, 2026 · Thought Leadership · Source: https://martechseries.com/feed/ · Impact: 2/5 · Sentiment: Positive
AI Measurement & Organisational Maturity Market: Measure AI Decisions, Not Just Adoption
Opinion piece by Amy Crowther (President, Americas at Incubeta) published August 20, 2026, arguing that marketing organisations should shift from counting AI tool adoption to measuring AI-driven decisions and AI maturity. The article contends that true transformation occurs when AI changes how important business decisions are made (not merely speeding or reducing cost), and that sustainable competitive advantage requires data foundations, governance, new skills, and connected decision-making systems rather than isolated AI experiments.
Thought leadership on shifting measurement from AI adoption to decision-level impact is relevant to MarTech/AdTech practitioners and encourages organisational changes (data foundations, governance, measurement), but it is not a major platform policy or industry-changing announcement.
Key Takeaways & Evidence Grounding
- Article authored by Amy Crowther, President, Americas at Incubeta.
- Published on August 20, 2026.
- Main thesis: organisations should track AI maturity and AI-driven decisions rather than metrics of tool adoption or usage.
- Incubeta is described in the article as a global marketing agency empowering ambitious brands.
- The article emphasizes that connected data, measurement frameworks, redesigned workflows, and governance are prerequisites for AI to change organisational decisions.
Connected Companies & Entities
8 Entities mappedAmazon Ads
Amazon’s advertising platform spanning retail media, DSP, and measurement tools.
Calendly
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Pendulum
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Incubeta
Digital marketing consultancy with proprietary media, measurement and creative tools.
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Salesforce
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Brave
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MarTech Series
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Ontology Mapping & Concepts
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