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Cognitive infrastructure for the AI transition.

Superforecasting, governance, private AI, and strategic advisory. Built on WhiteMagic — 877 tools, 14-galaxy memory, Dharma governance, 52 validated predictions. Every engagement starts with a 30-minute conversation. If the fit is not right, we'll say so.

2026 field map · updated May 24, 2026

What changed in the market

WhiteMagic is strongest as governance and observability infrastructure.

Recent protocols are standardizing transport, discovery, and payments. WhiteMagic's defensible surface is the layer that asks what an agent is allowed to do, records what it actually did, and turns that trace into usable evidence.

Memory is substrate, not the product headline.

Persistent memory remains important, but major platforms are absorbing basic memory features. WhiteMagic's public positioning should keep 6D memory as a foundation for governance, continuity, and audit rather than sell memory alone.

Payments belong behind voluntary contribution and readiness assessment.

The agent-commerce stack is maturing, but direct agent-transaction revenue is still speculative. The practical near-term offer is readiness: identity, policy, rate limits, audit, and payment-layer safety before teams expose agents to money movement.

The right posture is reference implementation plus research lab.

The market is moving too quickly for a solo lab to win every protocol race. WhiteMagic should publish rigorous artifacts, stay compatible with emerging standards, and use consulting to fund the work without forcing a premature SaaS shape.

Not sure which one fits?

That's what the discovery call is for. Tell me what you're trying to build, what constraints you're under, and we'll figure it out together. No deck, no sales pitch — just an honest conversation.

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