The Enterprise Marketo Audit: A Systematic Framework
A systematic methodology for auditing enterprise Marketo instances — covering program inventory, workflow failure mode analysis, CRM sync documentation, scoring model assessment, and remediation roadmap construction. Written for Marketing Operations practitioners who need to inherit, assess, or rebuild a Marketo instance.
The Enterprise Marketo Audit: A Systematic Framework
A systematic methodology for auditing enterprise Marketo instances — covering program inventory, workflow failure mode analysis, CRM sync documentation, scoring model assessment, and remediation roadmap construction. Written for Marketing Operations practitioners who need to inherit, assess, or rebuild a Marketo instance.
Lead Lifecycle Architecture for Enterprise RevOps Teams
How to design a lead lifecycle that holds up under quarterly board scrutiny — covering stage definitions, transition criteria, SLA enforcement, handoff governance, and the common failure modes that cause RevOps reporting to break down.
Salesforce-Marketo Sync: Architecture That Doesn't Break
A field-level guide to designing bi-directional Salesforce-Marketo sync — covering field mapping strategy, conflict resolution logic, error handling, retry behaviour, silent failure modes, and the monitoring infrastructure needed to know when something goes wrong before your data does.
Why Enterprise Marketing Infrastructure Fails at 3am
The failure modes that surface at 3am are almost never the ones the platform vendor warned you about. They are the undocumented edge cases, the silent automation failures, and the sync errors that only manifest under specific data conditions. A practitioner's guide to building for operational resilience.
Attribution Models That Survive the CFO's Questions
Most enterprise attribution models break the first time a CFO asks a question they weren't designed for. A practical guide to attribution architecture — covering model selection, data pipeline design, Salesforce integration, and how to build reporting that holds up under scrutiny.
Executive Engagement Operations: From Spreadsheet to System
Most enterprise executive engagement programs — EBCs, CABs, VIP event series — are still managed on spreadsheets and email threads. The operational infrastructure required to run these programs at scale without operational risk: nomination systems, approval governance, and post-event ROI measurement.
Building a Marketo Scoring Model That Sales Actually Trusts
Most Marketo scoring models are distrusted by sales within six months of launch — because they were designed to measure marketing activity, not buying intent. A framework for scoring model design that starts with sales behaviour data and works backwards to what marketing should be measuring.
Multi-Provider Enrichment Orchestration Architecture
Single-provider enrichment produces mediocre data quality at high cost. Multi-provider orchestration — routing across ZoomInfo, Clearbit, 6sense, Lusha, and Apollo with confidence scoring and conflict resolution — consistently produces 75-90% field completeness on key firmographic fields. A technical guide to building the orchestration layer.
GDPR Compliance for Enterprise Marketing Operations Teams
GDPR compliance for marketing operations is not a legal problem — it is an operational infrastructure problem. Consent management, data residency, right-to-erasure workflows, audit logging, and the specific MAP configurations required to run a compliant marketing operation at enterprise scale.
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