Marketing operations, AI adoption and team resources

Marketing operations is the plumbing behind every campaign: the stack, the data flow, the AI tools and the people who run them. For early-stage teams the priorities are a small stack that integrates, clear rules for AI use, and senior judgement at a cost that fits, whether hired, fractional or outsourced.

Covers: Martech stack, CRM selection, AI adoption and governance, marketing systems, hiring and fractional leadership.

Learn the method

Agentic AI in Marketing Playbook — Find high-impact AI use cases, run a pilot and build governance to scale.
Brand Voice Playbook — Eight steps that turn a brand voice into rules a sentence can fail, and put them where AI tools read them. (from Brand & Voice)

Run the numbers

Email Authentication Checker — Read your live SPF, DKIM and DMARC records and see whether someone can send email as you.
Marketing Leadership Cost Comparator — In-house, fractional or agency, costed on your own numbers including ramp and your hours.
Marketing Decision Guides — Which channel first, which marketing hire, which tools now: a few questions each, then a clear answer and where to go next. (from Go-to-Market & Growth Planning)
Brand Voice Checker — Check a draft against your own voice rules, block by block, with every finding quoted. (from Brand & Voice)

Build it

The AI Tool Policy for Marketing — Approved tools by task, what never goes into a prompt, and a named review gate before anything publishes.
The Brand Voice Guide — Voice rules specific enough to check against - plus the block your AI tools read, so the rules can actually be enforced. (from Brand & Voice)
The Board Marketing Slide Pack — Twelve board slides that lead with the answer: the number against plan, what it cost, what you learned and what you need. (from Analytics, Experiments & Budget)

Run it with your AI agent

Marketing Leadership Model — Prices in-house, fractional and agency with ramp, search time and your own hours, and says which shape fits.
Marketing Maturity Assessment — Scores marketing as a system across six dimensions, and names the weak links to fix first for your stage.
AI Marketing Governance — Approved tools, what never goes into a prompt, and the review gate before publish.

Read the research

Marketing Technology Stack Landscape — The architecture, cost and effectiveness of the modern martech stack by stage.
Fractional CMO Cost Guide 2026: Rates, Retainers & Benchmarks
Fractional CMO vs In-House Marketing Team: What Actually Works at Each Growth Stage?
How to Build a Marketing System That Runs Without You
How to Choose a CRM for Your Startup (Without Getting Overwhelmed)
How to Choose and Manage a Marketing Agency — Decide whether an agency fits, shortlist and run a paid trial, agree how to pay and keep the exit easy.
How to Hire a Marketing Consultant for Your Startup (A Founder's Buyer Guide)
Modern Marketing Tech Stack for Startups: What You Actually Need vs. What Is Overkill
Your First Marketing Hire — When to hire your first marketer, who to hire and what they should do in the first 90 days.
Privacy and Advertising Rules for Startup Marketers — Five checks before a campaign goes live: data map, patient data kept out of ads, cookie consent, email rules, honest claims.
Why AI-written content doesn't sound like you — AI drafts converge on the average of your category. Why adjectives in a prompt don't fix it, and the four rules a sentence can fail that do. (from Brand & Voice)
Why the Core Principles of Marketing Haven't Changed in the Age of AI (from Strategy & Positioning)
How to Align Sales and Marketing at a Startup — Four steps to align sales and marketing: one qualified-deal definition, buyer-based stages, a used library, loss review. (from Sales & Pipeline)
Practical Ways to Use AI in Your Marketing Without Losing Your Voice (from Brand & Voice)

Work with AAJ

Fractional Marketing Leadership