Field notes from where lifecycle meets compliance.
Frameworks, white papers, and field notes from inside a real marketing operation — the systems that make marketing trustworthy, and where AI earns its place in the stack.
White papers
Longform, practical deep-dives — the field guides I wish existed when I was building these enterprise programs.
Buying Martech From the Inside
Every other party to a martech purchase gets paid at or near signature. The operator is the only one still there in year four, and the proof is public.
The UTM Naming Convention I'd Defend in Any Audit
A UTM naming convention every link passes before it ships: lowercase, closed vocabularies, one delimiter, a stamped campaign ID, enforced at the builder.
SMS Journeys That Won't Get You Filtered
A pre-send checklist for SMS journeys, every control tied to the carrier code, registry policy, or federal rule behind it. Lawful and delivered are different.
Signature Frameworks
The IP Behind the WorkProprietary operating models developed to solve repeatable bottlenecks in lifecycle automation, consent tracking, and channel attribution.
The Audit-Proof Funnel
The standard I hold a funnel to: for any contact, prove the consent basis, the acquisition source, and the measurement lineage from the same stored records.
The Consent Ledger
One register, one row per consent relationship per channel: the basis on which you message a contact, and the stored proof that you can produce it.
Attribution Governance
Treating multi-channel attribution as a governed operational discipline — standardized naming, taxonomy enforcement, and data auditing rather than a spreadsheet everyone quietly questions.
Essays & Field Notes
Bi-Weekly DispatchConcise, actionable observations from the front lines of marketing operations — one practical concept made useful every other week.