Marketing · Whitepaper
A first-party data operating model for AI-led marketing
AI-led marketing depends on permissioned customer context that teams can explain, maintain and use consistently across activation tools.
Software Insights Research Desk
Frameworks, signals and maturity models for serious technology decisions.
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Featured: A first-party data operating model for AI-led marketingA disciplined view of the signals leaders should monitor.
Browse →Insight Reports
Signal-based reports that organise market themes without inventing survey findings or statistics.
Featured: What multimodal content operations change for marketing teamsA transparent maturity model without invented traffic or performance data.
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Qualitative maturity frameworks for assessing capability, governance and operating readiness.
Featured: Marketing AI maturity: from isolated tools to governed workflowsSelected research assets
Built for planning and executive review.
Marketing · Insight report
What multimodal content operations change for marketing teams
The content question is shifting from producing more assets to controlling how text, video, audio and images are repurposed without losing the brand point of view.
Marketing · Maturity benchmark
Marketing AI maturity: from isolated tools to governed workflows
A qualitative benchmark for assessing whether marketing AI is experimental, repeatable, managed or embedded in the operating model.
Sales · Whitepaper
Revenue intelligence after the dashboard era
Revenue teams are moving from passive dashboards toward systems that interpret signals and recommend actions inside the flow of work.
Sales · Insight report
Why AI-informed buyers change the sales conversation
Buyers increasingly arrive with summaries, comparisons and questions produced by AI, changing the seller role from educator to evaluator and guide.
Sales · Maturity benchmark
Sales agent readiness: a maturity benchmark
A qualitative model for assessing whether sales operations can govern agent access, recommendations, actions and exceptions.
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Signal reports organise qualitative evidence and questions. They never pretend to contain a survey that was not conducted.
Composite cases are labelled
Illustrative scenarios are clearly identified so they cannot be mistaken for named customer claims.
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Every asset should help a team evaluate, plan, govern or improve a technology workflow.
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