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Explore perspectives that challenge the usual, connect the dots, and bring fresh thinking to complex problems within AI, data and health.

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From Market Signal to Portfolio Decision

In this article, we map out the system behind a live opportunity assessment engine, and how it learns which signals matter to a decision and which are just noise.

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Early Pipeline Opportunity Assessment
From Market Signal to Portfolio Decision
The application behind a live market opportunity assessment engine
Market & Competitive Intelligence
Why Data & AI Portfolios Stall in Regulated Environments

A portfolio governance model for regulated environments: intake funnel, decision rights, benefit ownership, and the move into business-as-usual

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Portfolio Governance
Why Data & AI Portfolios Stall in Regulated Environments
Four failure patterns, and how to design them out
AI Transformation
Portfolio Governance
Assessing Market Opportunity at the Speed the Market Actually Moves

In the full article, we break down the two-level framework for assessing market opportunity, and how agentic AI fits into the process.

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Early Pipeline Opportunity Assessment
Assessing Market Opportunity at the Speed the Market Actually Moves
How agentic AI turns market signals into a portfolio bet you can defend
Market & Competitive Intelligence
Rethinking Data Governance as a Business-Led Discipline

In this article, we outline why effective data governance starts with ownership, not tools - and how organizations can build the structures that make data trustworthy and scalable.

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Data Governance
Rethinking Data Governance as a Business-Led Discipline
Rethinking Data Governance as a Business-Led Discipline
AI Transformation