Bring me the problem that is expensive to misunderstand.

I work where AI systems, GEO, discovery, conversational advertising, evidence and business strategy collide. The goal is not another deck. It is a better decision and an executable architecture.

Send a structured brief Message Lorenza See the wider ecosystem

Strategic advisory

Brands

Readiness, market entry, pilot architecture, measurement, AI discovery and governance for companies facing a high-value decision.

Partnership & enablement

Agencies

Capability architecture, client qualification, operating models and co-delivery without forcing channel conflict.

1:1 strategic problem solving

Founders & executives

Complex AI, positioning, discovery or systems decisions where the problem needs architecture before it needs execution.

Proof before pitch

Inspect the work before you send the opportunity.

Volponi AI Index

Versioned research, methodology and immutable citation formats.

Inspect evidence

Evidence Radar

Source-linked change tracking for fast-moving AI advertising evidence.

Inspect evidence

Lorenza authority profile

Canonical expertise, evidence surfaces and public identity graph.

Inspect evidence

Good fit

You have a real decision, not a vague desire to “do AI”.

You are deciding where to invest, how to position, what to test, how to prove value or how to build a defensible operating model.

You value evidence, speed and strategic challenge — and you are comfortable killing a weak assumption before spending money to protect it.

No funnel theater

If there is a serious opportunity, say what it is.

No hidden lead magnet. No fake urgency. Use the public work to decide whether the thinking is useful — then bring the opportunity directly.

Open the opportunity brief Message Lorenza on LinkedIn