INSIGHTS

Research and operating perspective on Revenue Flow Architecture™.

Methodology essays, vertical research, platform and technology pieces, firm and market perspective. One email per month with the substantive pieces from each issue.

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
FEATURED
RECENT PIECES
Methodology

Why Your Pipeline Stages Are Lying to You

There is a version of your pipeline that lives in your CRM. And there is the actual state of your commercial opportunities. In most industrial, construction, and B2B services companies, these two things are not the same.

Read the full insight →
Methodology

The Hidden Cost of Pipeline Chaos: What Broken Revenue Flow Is Actually Costing You

Revenue leakage is not a metaphor. It is a calculable number. It lives inside your pipeline, your close rate, your proposal conversion ratio, your deal velocity, and the invisible deals that never made it to your pipeline at all because no system was designed to capture them.

Read the full insight →
Methodology

Why RevOps Was Built for SaaS; and Why That’s a Problem for Everyone Else

The entire RevOps methodology; the vocabulary, the tooling, the benchmarks, the default CRM configurations; was developed inside SaaS companies managing subscription revenue. MQL to SQL conversion. Churn rates. Net revenue retention. Product-led growth. Average contract value in ARR. If your business is an industrial manufacturer, a commercial construction firm, or a professional services company, that language was not written for you.

Read the full insight →
BROWSE BY CATEGORY
Methodology

Essays on the Revenue Flow Architecture™ methodology — the four phases, the operating-model design discipline, the principles that anchor every engagement.

Browse all Insights →
VERTICALS

Industry-specific research on industrial, construction, and B2B services revenue functions. Architectural patterns, segment-level dynamics, vertical-specific findings.

Browse all Insights →
PLATFORM & TECHNOLOGY

The technical position pieces. Deterministic versus generative AI, the algorithmic lineage, integration architecture, the cases where AI is not the answer.

Browse all Insights →
FIRM & MARKET

The firm's perspective on the revenue operations market. Why we built what we built, where the category is going, the strategic logic behind the firm's structural choices.

Browse all Insights →
SUBSCRIBE

One email per month

The substantive pieces from each issue, sent on the first business day of every month. No nurture campaigns, no sales sequences, no retargeting. Unsubscribe link at the bottom of every issue and one click is all it takes.

Subscribe to Insights
BROWSE ALL ARTICLES
Methodology

What a Revenue Flow Snapshot Tells You in 48 Hours: and What to Do With It

There is a version of the commercial diagnostic that most organizations have experienced: a consulting firm sends a team, they spend three weeks interviewing people and reviewing data, they produce a report with extensive findings and recommendations, and the fee is significant enough that the organization has committed to the engagement before it knows whether the findings will justify it.

Read the full insight →
Methodology

Why Your Pipeline Stages Are Lying to You

There is a version of your pipeline that lives in your CRM. And there is the actual state of your commercial opportunities. In most industrial, construction, and B2B services companies, these two things are not the same.

Read the full insight →
Methodology

The Hidden Cost of Pipeline Chaos: What Broken Revenue Flow Is Actually Costing You

Revenue leakage is not a metaphor. It is a calculable number. It lives inside your pipeline, your close rate, your proposal conversion ratio, your deal velocity, and the invisible deals that never made it to your pipeline at all because no system was designed to capture them.

Read the full insight →
Platform & Technology

AI Is Not a Revenue Strategy. It Is an Amplifier: for Better or Worse.

The AI-for-revenue category has produced a remarkable amount of vendor enthusiasm and a more modest amount of actual commercial performance improvement. Every week brings a new platform claiming to transform pipeline visibility, forecast accuracy, or sales productivity through artificial intelligence. Every CRO in every industry is being pitched, and a significant number are buying.

Read the full insight →
Verticals

Utilization Is a Sales Problem Before It Is an Operations Problem

In professional and B2B services firms, utilization is the metric that drives everything. Billable hours, deployed capacity, bench time: these measures translate directly into margin. When utilization is high, the business performs well. When utilization drops, the conversation turns immediately to operations: are we over-staffed? Do we have the wrong skills on the bench?

Read the full insight →
Verticals

You Build Everything to Spec. Except Your Sales Process.

There is an asymmetry at the center of most commercial construction firms that nobody talks about directly, but that everyone in the business can feel. The operations side of the firm runs with extraordinary discipline. The commercial side of the same firm runs on a different logic entirely. The pursuit list is managed in a spreadsheet, or in someone's head.

Read the full insight →
Methodology

Your Revenue Engine Is the One System in Your Business You Never Engineered

You manage projects with precision. You hit delivery schedules. You hold your operations team accountable to documented processes and measurable standards. Now tell me about your sales process. For most industrial, construction, and B2B services companies, the honest answer is uncomfortable: The commercial function was never engineered.

Read the full insight →
Methodology

Why RevOps Was Built for SaaS; and Why That’s a Problem for Everyone Else

The entire RevOps methodology; the vocabulary, the tooling, the benchmarks, the default CRM configurations; was developed inside SaaS companies managing subscription revenue. MQL to SQL conversion. Churn rates. Net revenue retention. Product-led growth. Average contract value in ARR. If your business is an industrial manufacturer, a commercial construction firm, or a professional services company, that language was not written for you.

Read the full insight →
Methodology

Architecture Before Automation: The First Principle Every Commercial Leader Needs to Hear

There is a question worth asking before any revenue leader buys another piece of technology, hires another sales trainer, or deploys another AI tool: What is the commercial system actually doing right now; and is it built well enough to deserve automation?

Read the full insight →