Applied AI work

Built for real use.

A growing set of decision tools, briefing workflows, research systems, and assessment frameworks. Each case study shows the problem, how AI supports the work, where human review belongs, and the current status of the solution.

Featured projects

Examples of applied AI work.

These projects span live tools, working frameworks, and prototypes. Each case study explains the problem, the role of AI, the current status, and where synthetic data is used. Open a project to explore the full case study.

Live tool

AI-enriched M&A target screening

A live screening dashboard that structures evidence across a long list of M&A candidates and helps a team compare priorities.

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Live product

Sovereign AI Vector

A live knowledge product tracking how countries approach AI, with 130+ programs across 50+ countries.

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Working framework

Pre-event briefing for relevance & networking

A working framework that combines an attendee profile with structured event data to produce a one-page relevance and networking brief.

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Working framework

Team LinkedIn presence assessment

A working framework that uses publicly available profile data to create a ranked team view and identify one priority action per person.

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Concept framework

AI for reseller commercial operations

A reseller-owned working layer for coordinating one opportunity across customer requirements, vendor programs, distributor sourcing, quote economics and approval.

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Live tool

Next-Best Motion

A live tool that turns customer context into a ranked, explainable shortlist of portfolio motions for specialist review.

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