The Workforce Ahead: Designing and Planning for…
Publications
Articles, research and insights.
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Article 7 minutes read
The Workforce Ahead: Designing and Planning for Agentic AI
Agentic AI is shifting cost from headcount to tokens, and jobs are too coarse a unit to plan around. Sia helps organizations redesign work around tasks and skills and govern AI spend with the same rigor as headcount, so the workforce can adapt before costs force the decision.
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Article 4 minutes read
The Model Is Rarely the Problem: Why Marketing Measurement Programs Fail to Scale
Many organizations invest heavily in sophisticated measurement models and still struggle to turn insights into lasting business impact. The difficult part comes later, when measurement has to be embedded in real decisions, governance and ways of working. Most of the value is created or lost there.
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Article 4 minutes read
Training the Tool Is Not Adopting the Technology
AI investment pays off when people change how they work, not just what they know. Explore why cohorts, real workflows, and visible leadership succeed where individual training stalls.
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Article 5 minutes read
Agents Are The New Interface. In Risk Modeling, The Guardrails Are The Design
Neuroine’s agent debugs models, launches runs and builds dashboards like a human modeler, inside a contained, isolated and traceable cage. The actuary still decides.
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Use Case
Cutting a global credit insurer’s internal model runtime from 2h30 to 11 minutes with Neuroine
Sia developed the internal model in open-source code and deployed it on Neuroine, replacing a legacy on-premise modelling stack. Four years on, 30+ users across three departments run it 6,000+ times a year.
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Research and Report 1 minute read
The Change Report
A Report on Attitudes, Perceptions, and Impact of Workplace Change