How-To Guides
Inbound Lead SMS Automation: A 30-Day Orchestration Play
Five-minute response yields 21x better qualification (HBR, n=2,241). The 30-day play wires form-to-SMS in 90 seconds.
- 12 min read
- Jun 17, 2026
Field notes
Field notes.
Use these notes when something in the buyer path feels off but the cause is still fuzzy. Pick the symptom, collect the facts, and decide whether it belongs in an audit.
Current notes
Pick the note closest to the stuck step.
The goal is not more reading. The useful article helps name the repeated work, the missing proof, and the system path that may deserve attention.
How-To Guides
Claude for Solopreneurs: 8 AI Skills That Save Time
30.4M one-person businesses in the US (Census). Eight Claude skill patterns cover the work owners keep dropping.
- 2 min read
- Jun 16, 2026
How-To Guides
The 30-Page AI System Benchmark Report: What Is in It
10 dimensions, 15 questions, a 0-100 score, and 3 verb-led next moves. What the benchmark report contains, page by page.
- 12 min read
- Jun 16, 2026
How-To Guides
CRM Attribution Properties: The Asset-Level Setup Guide
Channel-level attribution cannot name the asset. Seven CRM properties record which post produced the form fill; CRM/email platform and Salesforce setups included.
- 11 min read
- Jun 15, 2026
Field Notes
Claude as a Business Operating System: The Complete Guide
MIT found 95% of gen-AI investments showed no profit impact. The missing layer is persistent context; here is the Claude setup that keeps it.
- 4 min read
- Jun 15, 2026
How-To Guides
How to Run an SEO Audit With Claude (Copy-Paste Prompts)
Organic drives 53% of site traffic (BrightEdge). Six copy-paste Claude prompts grade your SEO issues and rank the fixes.
- 3 min read
- Jun 15, 2026
How-To Guides
Claude for Lead Generation: Automatic Prospect Scoring
Respond within an hour and a lead is 7x more likely to qualify (HBR). Teach Claude your profile once; let it score who gets that hour.
- 3 min read
- Jun 15, 2026
How-To Guides
How to Run a Free AI System Scan With Claude in 60 Seconds
The average site converts 2-3% of visitors (First Page Sage). One pasted prompt returns a graded snapshot of your costliest gaps.
- 6 min read
- Jun 15, 2026
How-To Guides
The 30-Day AI ROI Build Playbook
74% of AI gains flow to 20% of organizations (PwC, n=1,217). The 30-day build makes three artifacts your CFO can read.
- 13 min read
- Jun 14, 2026
AI Guides
AI Lead Enrichment: Orchestrate or Automate?
Poor data quality costs $12.9M a year on average (Gartner). One-ruleset enrichment is how you buy it; routing and fallbacks are the fix.
- 12 min read
- Jun 13, 2026
How-To Guides
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
- Jun 12, 2026
How-To Guides
UTM Form Submit Capture: The Wiring Guide
75% of B2B teams carry 10%+ inaccurate lead data (Integrate). Hidden-field UTM capture keeps source context on every submit.
- 11 min read
- Jun 11, 2026
How-To Guides
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
- Jun 10, 2026 · Updated Aug 21, 2026
How-To Guides
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
- Jun 10, 2026 · Updated Sep 2, 2026
AI Guides
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
- Jun 9, 2026
How-To Guides
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
- Jun 8, 2026
Download the AI Workflow Checklist
Get AI Systems Notes Delivered Weekly
Get practical notes on AI agents, workflow design, business memory, team routines, and the systems worth building.
No spam. Unsubscribe with one click.
For qualified teams
AI systems notes
Audit-first thinking
Use the next page
Turn reading into a system decision.
The blog is the research layer. These pages say what each agent does and how a build runs.
Sales Agent
Inbound follow-up, qualification, booking, and CRM notes, prepared before a person acts.
Marketing Agent
Content plans, drafts, SEO passes, and reports that name the page that produced a lead.
Operations Agent
Client updates, weekly briefs, handoffs, and the numbers behind them, drafted before Monday.
Plan the first build
Free. Tell us the work that repeats and we say which agent is the first build worth making.
Browse by agent
Every note serves one of the three agents: sales, marketing, or operations.
Browse by category
AI & Automation 8Marketing & Growth 1Industry Insights 7AI Guides 45How-To Guides 68Field Notes 5AI Marketing Maturity 2Workflow Orchestration 2Attribution 1Strategy 1
Checking a number before a build decision? AI Market Signals collects the sourced market figures we cite across these notes.
Next step
Find the gap first.
Start with the repeated work, the source material, and the business result. Then choose strategy, an agent, or a custom AI system.
See the services