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 First Marketing Hire Kit — Role scorecard, paid take-home with rubric, interview questions tied to each competency, a first-90-days plan and an offer checklist.
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 AI Trust Notices Kit — A model change notice and an AI trust FAQ with bracketed fields, a fictional worked example and four data-use sentences. Templates, not legal advice.
The Marketing Compliance Checklist — Nine rule sets with the regulator's own page for each, a keep-on-file list and 23 dated sources. Orientation, not legal advice.
The Lifecycle Email Audit — Every automated sequence in one list, the weekly marketing load per audience, unsubscribe and consent checks, and the next lifecycle sequence to build. (from Retention, Expansion & Advocacy)
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 Crisis Plan One-Pager — A fill-in Word page for the decisions to make before a crisis: owner, decision rights, spokesperson, status page, approval limits and contacts. Planning template, not legal advice. (from PR, Partnerships & Events)
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.
First Marketing Hire — Scores the panel's evidence against the role's must-haves and calls hire, no-hire or more evidence.
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.
Do You Need a Prompt Engineer? — Which AI jobs a startup marketing team really has, who should own each, how to test and hire for them and whether the hire pays off.
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.
The Legal Basics of a Startup Marketing Site — Accessibility, sign-up terms and AI-generated content on a marketing site: what the rules say and what to do this week.
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)
Accessible Marketing for Startups — What WCAG 2.2 asks of a startup's website, content and campaigns, and how to test, fix and report on it honestly. (from Website & Conversion)
Employer Branding for Startups — Build an employer brand for engineers from facts: candidate research, an employee value proposition, pay and process, and five hiring numbers. (from Brand & Voice)
Practical Ways to Use AI in Your Marketing Without Losing Your Voice (from Brand & Voice)
Price an AI Product When Costs Move — Price on the value of the work, check it against a cost floor at next quarter's model prices, keep an allowance with overage, size the free tier at the higher cost, and bank a price cut as margin. (from Pricing & Monetization)
Why Your Brand's Voice Matters More in the Age of AI — Pick a human or AI voice for video, audio and learning content: a voice brief, listener tests and trust checks. (from Brand & Voice)

Work with AAJ

Fractional Marketing Leadership