Practice
Discovery failure is usually a symptom of something larger.
When a diagnostic finds that AI systems cannot resolve, verify or cite you, the cause is rarely the copy. It is the website, the data, the analytics, or the absence of any machine-readable account of what your company does. Transformation is where that gets fixed.
Scope
Four domains.
Engagements are scoped from diagnostic findings. We do not propose a transformation before we have measured one.
Websites & product engineering
Rebuilds where structure, rendering or information architecture makes a company unreadable to both buyers and machines.
Data, analytics & CRM
Measurement infrastructure that can actually attribute machine-mediated discovery to pipeline and revenue.
AI agents & knowledge systems
Internal and customer-facing systems built on a knowledge base that is accurate, current and machine-resolvable.
Conversion infrastructure
The path from an AI-referred visitor to a qualified commercial conversation, engineered rather than assumed.
Typically $100K–$500K+ · scoped after measurement
The measurement comes first. Always.
A transformation without a diagnostic is an opinion with an invoice attached.
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