Blog = field notes
Practical notes on AI strategy, agents, CRM automation, attribution, conversion repair, and the revenue gaps we look for before a sprint.
Articles
Each article should make the audit sharper or the sprint plan clearer.
industry-guides
Cannabis companies can't run Google Ads. Facebook shuts down their pages. Traditional marketing treats legal businesses like contraband. Here's the AI-powered marketing playbook that generated $27M+ in revenue for cannabis companies — without a single paid ad.
AI Guides
A Conversion System guide to building email automation around qualified calls, response time, proposal velocity, retention, and CRM visibility instead of generic open-rate benchmarks.
AI Guides
The global chatbot market reached $7.76 billion in 2024 and is surging toward $27 billion by 2030 at 23.3% CAGR. Businesses deploying AI chatbots correctly see 148% to 200% revenue movement within the first year. This guide covers the revenue movement math, platform selection, implementation framework, and operational best practices that separate high-performing chatbot deployments from expensive experiments.
How-To Guides
Anthropic released Claude Opus 4.6 on February 5, 2026. It leads every major benchmark in agentic coding, knowledge work, and long-context retrieval. This guide covers every feature, benchmark result, pricing detail, and strategic takeaway businesses need to evaluate this model.
AI & Automation
Anthropic's Claude Opus 4.6 leads GPT-5.2 by 144 Elo points on knowledge work, doubles its predecessor on abstract reasoning, and crushes every model on agentic search. Here is what actually matters for your marketing, operations, and product teams.
Industry Insights
McKinsey projects agentic commerce at $3T to $5T by 2030. The midpoint is $4.6T, driven by personalization that lifts conversion, average order value, and retention. Learn where the upside comes from and how to capture it.
How-To Guides
Sales reps spend only 28% of their time selling. AI lead scoring fixes that, but only if the CRM stays clean. This guide shows how to implement AI lead scoring with data audits, score design, and phased rollout that sales teams trust.
How-To Guides
The AI consulting market is projected to reach $11.07 billion in 2026. With thousands of agencies claiming AI expertise, how do you separate capability from hype? This guide provides systematic frameworks for evaluating consultants, red flags to avoid, and questions that reveal true expertise.
How-To Guides
By 2026, AI will be involved in 100% of customer service interactions. This comprehensive guide covers platform selection, implementation frameworks, revenue movement analysis, and real-world case studies from Intercom, Zendesk, and leading AI support solutions.
How-To Guides
Amazon generates 35% of revenue from AI recommendations. Companies using AI personalization see 40% more revenue than average players. This comprehensive guide covers recommendation engine types, implementation roadmaps, platform selection, cost analysis, and revenue movement timelines for e-commerce businesses.
Field Notes
76% of enterprise AI is now purchased rather than built, a complete reversal from 2024. MIT research shows vendor partnerships succeed 67% of the time versus 33% for internal builds. Here is the data-driven framework to make the right choice.
How-To Guides
With 22% of enterprise employees installing agentic AI tools without IT approval and security researchers finding hundreds of exposed control panels, securing OpenClaw deployments is critical. This comprehensive guide covers OWASP Top 10 risks, configuration hardening, prompt injection defense, and incident response.
AI & Automation
In just seven days, the most viral AI project of 2026 changed its name three times. Along the way: a trademark dispute with Anthropic, a $16 million crypto scam, exposed security vulnerabilities, and 106,000 GitHub stars. Here is my analysis of what actually happened and why it matters.
AI & Automation
Enterprise AI adoption has surged to 72% with CIOs anticipating up to 179% revenue movement. Yet 95% of pilots still fail. This comprehensive analysis reveals what separates the companies achieving 2.84x returns from those burning budgets with nothing to show.
How-To Guides
A beginner-friendly Conversion System guide to marketing automation that starts with one measurable gap: response time, qualified calls, proposal velocity, retention, or revenue visibility.
AI & Automation
The viral AI agent Clawdbot has rebranded to Moltbot following a trademark request. Discover why this "spicy" local agent represents the future of autonomous workflows.
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Next step
If there is a measurable revenue problem worth fixing, the Revenue Audit shows whether a Revenue System Sprint is the right next move.
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