john mark lowry
§ lab · 2026

synthetic c-suite

Upload the strategy, configure the executives, and watch AI personas argue about it before the real ones do.

the short version

A multi-agent panel simulator for B2B strategy validation: upload strategic context documents, configure executive personas — six prompt layers deep, from identity and vertical context down to emotional triggers — and watch the panel debate, with objections, coalitions, and consensus surfaced into eight report types. Every claim a persona makes carries a provenance block parsed into confidence-scored source cards, and personas abstain rather than answer outside their lane.

Full case study in progress — artifacts pending clearance or writing time. The insight below is already earned.

Personas need permission to shut up. Abstention guardrails — an executive who won't answer outside their authority — are what make a synthetic panel credible instead of a parlor trick.

the insight
ran onNext.js + TypeScript · PostgreSQL + Prisma · LLM personas (6-layer prompts) · SSE streaming

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