Jun 12, 2026
How to Score Your Marketing Team on AI Maturity in 12 Minutes
15 weighted questions, 10 dimensions, 12 minutes. Score 0-100, find your tier, and name the buyer-path gap worth inspecting first.
- 11 min read
- How-To Guides
Field notes
Operations agent notes
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Articles
Notes for the operations agent.
Jun 10, 2026 · Updated Aug 21, 2026
AI Productivity vs ROI: Why Hours Saved Is Not a Business Metric
66% report AI productivity gains; 1 in 5 see actual ROI (IBM, n=3,500). Hours saved becomes ROI only when the freed time is redirected.
- 12 min read
- How-To Guides
Jun 10, 2026 · Updated Sep 2, 2026
How to Prompt Claude Fable 5: A Plain-English Guide
Fable 5 follows brief, plain instructions better than any prior Claude. The 7-step recipe from Anthropic's own prompting guide, the same one our agents run on.
- 14 min read
- How-To Guides
Jun 9, 2026
Choosing Your First AI Workflow: A Scored Decision Tree
AI leaders run 3.5 use cases; laggards run 6.1 and earn less (BCG). A scored decision tree picks the workflow to orchestrate first.
- 12 min read
- AI Guides
Jun 8, 2026
The AI Budget Cut Warning Signal
AI spend that looks like a tool list gets cut first. A one-page measurement brief ties each tool to a buyer path a CFO can inspect.
- 5 min read
- How-To Guides
Jun 6, 2026
CAC Payback For AI Marketing: Measure One Path
Blended CAC hides the AI effect. Split one AI-assisted path from the old path and inspect cost, margin, owner, and the decision.
- 4 min read
- How-To Guides
Jun 5, 2026
Why AI Tool Integration in Marketing Fails (and the Fix)
AI tools fail quietly outside the workflow. The four-layer audit finds the broken handoff and names the pipe to build first.
- 2 min read
- AI Guides
Jun 4, 2026
AI System Maturity: From Tools To Owned Workflows
Maturity is not tool count. The jump from Level 1 to Level 4 is one buyer path with a trigger, owner, stop rule, and proof review.
- 3 min read
- How-To Guides
Jun 1, 2026
Dispensary Menu Sync: Dutchie, Jane, Leafly on Autopilot
Overselling sold-out products costs retailers about 4.1% of revenue (IHL Group). One POS source of truth keeps Dutchie, Jane, and Leafly honest.
- 9 min read
- Industry Insights
Jun 1, 2026 · Updated Aug 24, 2026
The 5 Marketing Automation Failure Patterns
Gartner predicts 60% of AI projects fail on data. Five named failure patterns explain how chains break, each with a detection signal and fix.
- 12 min read
- How-To Guides
May 31, 2026 · Updated Aug 23, 2026
The 10 AI System Maturity Dimensions
Only 29% of data leaders can measure business-outcome value (IBM, n=1,700). Ten dimensions locate the gap before more AI gets funded.
- 12 min read
- How-To Guides
May 30, 2026
AI Customer Service for Cannabis Dispensaries (Compliant Setup)
One wrong text can cost $500 under the TCPA, per violation. The compliant setup: age-gate first, route dosing to a human, read prices from the POS.
- 11 min read
- Industry Insights
May 28, 2026
Measure Revenue Movement
Hours saved is not a result. Measure one revenue path against an honest baseline, then make a keep, repair, expand, or stop call.
- 4 min read
- How-To Guides
May 28, 2026 · Updated Aug 20, 2026
Map One Marketing Workflow
Forrester found 46% of ops teams run mostly manual processes. Map one buyer path in 60 minutes and find the handoff worth fixing first.
- 12 min read
- How-To Guides
May 27, 2026
Workflow Orchestration: Own One Buyer Path
Orchestration is not tool count. One buyer path, real trigger, structured output, owner, stop rule; measured at the handoff buyers feel.
- 3 min read
- How-To Guides
Jan 31, 2026
Build vs Buy AI: Decide From The Workflow
Build vs buy is unanswerable in the abstract. Name the workflow, systems, owner, and stop rule first, and the answer usually names itself.
- 4 min read
- Field Notes
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