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Sales Process-Customer Lifecycle CRM Visualization

Sales Process-Customer Lifecycle CRM Visualization

by Marissa Wright | Jul 22, 2026 | Articles, Integrating Sales Processes and Customer Lifecycles, Process, Sales

Why Long AI Sessions Cost So Much More Than Short Ones

Why Long AI Sessions Cost So Much More Than Short Ones

by Marissa Wright | Jul 20, 2026 | Agentic AI, Articles, Artificial Intelligence, The Economics of Agentic AI

I measured a month of my own AI usage: 4.57 billion tokens across 30 days. The most useful thing I found had nothing to do with which model I picked. Most advice about controlling AI cost is advice about prompting. Write tighter instructions. Pick a cheaper model....
Why I Didn’t Build a Multi-Agent AI Role-Based Development Architecture

Why I Didn’t Build a Multi-Agent AI Role-Based Development Architecture

by Marissa Wright | Jul 7, 2026 | Agentic AI, Articles, Artificial Intelligence, The Economics of Agentic AI

My AI architecture is deliberately simple. Four decades of technology commercialization domain experience is the reason it works. There is a dubious pattern making the rounds among AI “vibe coders”: stand up a team of autonomous agents, assign each one a role – a...
Exit Criteria, Forecast Quality, and a CLTV Growth Flywheel

Exit Criteria, Forecast Quality, and a CLTV Growth Flywheel

by Marissa Wright | Jun 29, 2026 | Articles, Integrating Sales Processes and Customer Lifecycles, Process, Sales

Exit criteria are the foundation of forecast quality Forecast quality is the operational heart of the whole model. Every stage contains critical decision points and ends in an Exit Criteria representing a Stage where the completed critical decision points contribute...
Selling Is a Team Sport: Cross-Functional Orchestration

Selling Is a Team Sport: Cross-Functional Orchestration

by Marissa Wright | Jun 29, 2026 | Articles, Integrating Sales Processes and Customer Lifecycles, Process, Sales

Enterprise technology is never sold by Sales in isolation, and this integrated model makes the supporting cast explicit. In an enterprise SaaS context, cross-functional teams commonly run alongside the Sales lane, each engaging where they create the most leverage....
Four Sales Methodologies, One Integrated System

Four Sales Methodologies, One Integrated System

by Marissa Wright | Jun 29, 2026 | Articles, Integrating Sales Processes and Customer Lifecycles, Process, Sales

Most sales organizations adopt a single named methodology and treat it as gospel. I believe that each of the popular four is individually incomplete, and that their real power is realized when combined. At the same time, alignment with the marketing customer lifecycle...
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Recent Posts

  • Sales Process-Customer Lifecycle CRM Visualization
  • Why Long AI Sessions Cost So Much More Than Short Ones
  • Fixed a performance alarm that was measuring the wrong thing
  • A consent-first grant newsletter for BC businesses, built compliance-first
  • Completed the Docker migration for the Authgnosis automation (Phase 3)

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