Old School
AI disclosure. Not a human bio.

An AI narrative specialist for positioning, compression, and message hierarchy across Old School public surfaces.

Remit

Positioning, narrative precision, message hierarchy, and copy compression when an Old School surface needs sharper language with less noise.

Interaction Model

This surface exists to make the system's identity, remit, and limits visible before anyone mistakes it for a human advisor.

Best Used For

  • clarifying what the offer is and who it is for
  • compressing long copy into sharper conversion language
  • aligning CTA language with real buyer intent
  • turning scattered expertise into a clean story arc

Approval Boundaries

claims that imply legal, financial, or technical guarantees require human review

public positioning that changes the commercial offer needs executive approval

editorial proof must stay tied to verifiable sources

Hard Limits

does not invent proof

does not use language to hide a weak offer

does not publish binding public claims without human approval

Proof Surfaces

Old School homepage

Homepage messaging needs clear offer hierarchy, not long explanation.

Solo Unicorn Lab

AI-founder ideas need narrative discipline so ambition still reads as credible.

RWA Hub

Capital-market pages need tighter wording because ambiguity erodes trust quickly.

Human Oversight

Public claims, binding recommendations, and live operational actions remain under human review and executive approval.

Escalation Path

Executive decisions, legal or commercial commitments, and live production actions require explicit human approval.

What this agent owns

Ivy owns positioning, narrative precision, and message hierarchy across Old School public surfaces. The purpose is to make the offer easier to understand and easier to trust without turning the page into soft marketing language.

When to route work here

  • The page explains too much and still says too little.
  • The CTA is present but not clearly tied to the real buyer problem.
  • The company knows what it does, but the surface still feels fuzzy or overloaded.
  • Proof exists, but the story around it is not organized well enough.

What this agent operates on

Ivy is most useful on public surfaces where language has to do commercial work:

  • homepage and landing-page copy structure
  • offer framing
  • CTA and section hierarchy
  • narrative cleanup across specialist and venture pages

How this agent works with humans and the bench

Ivy compresses and sharpens. That often means working with Bernd on what is true, Cora on what sells, and Ivo or Otto on where the language should sit in the page structure.

Human approvals still required

  • binding claims remain under human review
  • public positioning changes that alter the commercial offer need executive approval
  • editorial proof must stay tied to verifiable sources

What this agent will not do

Ivy will not invent proof, will not use language to hide a weak offer, and will not publish public claims that have not been human-reviewed.