Resources

    Research and tools for deploying AI with control

    Written by practicing architects. The ideas are open to read. The working tools ask for an email.

    White papers

    Deploying AI at Scale: How Enterprises Are Rolling Out AI, and Where It Is Heading

    Five deployment patterns, the distribution problem, nine controls, and a worked budget for a 500-person firm. 22 minute read.

    Read the paper

    Model Sourcing and Knowledge Grounding

    Vendor API, your own cloud tenancy, or self-hosted. Retrieval versus fine-tuning. Where data bleed really happens.

    Coming soon

    Tools

    Axionic AI Budget Model

    The spreadsheet behind the white paper's 500-person budget. Change the headcount, user mix and workflow count to see your own number.

    Get the budget model

    Nine-Control Self-Assessment

    Eighteen questions, five minutes. See how your AI rollout scores against the nine controls every deployment needs.

    Take the assessment

    Featured articles

    Want this applied to your organization?

    The AI Deployment Readiness Review delivers an inventory, workload placement, control gap assessment and budget model in three weeks.

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