RESOURCES · Overview · White Paper · Evidence Methodology · Applied Evidence · Test Deployments · Current Thinking · FAQ
mAI Current Thinking
AI marketing systems, evidence and implementation
Research, analysis and practical guidance on the AI Marketing OS, AI Marketing Brain, Human Command, governance, GEO, measurement and the operating decisions behind applied AI marketing.
Use the articles to go deeper on specific problems while keeping the broader mAI Framework, architecture and evidence model in view.
Explore current thinking
Search the knowledge base or browse the latest research and operating guidance.
AI Marketing Security & Governance: Data Controls, Human Command and Evidence
May 26, 2025
3 min
Editor’s note, updated September 2026: Secure AI marketing depends on implementation-specific privacy, security, residency, provider-data-use and access controls, not a product label. The mAI architecture combines defined controls, Human Command and evidence while exact obligations depend on deployment and jurisdiction.
marktgAI’s Evolution: From Custom AI Models to an AI Marketing OS
May 19, 2025
2 min
Editor’s note, updated September 2026: marktgAI’s architecture has evolved from a custom-model framing toward an AI Marketing OS + AI Marketing Brain. The operating layer coordinates Plan → Execute → Measure → Optimize while Human Command governs material decisions and P² defines measurable outcomes.
Custom AI Marketing Models: Optimization, Governance and Measurable ROI
May 12, 2025
2 min
Editor’s note, updated September 2026: This article has been normalized to the current mAI architecture and evidence standard. Older generalized ROI, time-savings, and blanket compliance claims have been replaced with baseline-driven measurement guidance. Why custom context matters.…
Custom AI Marketing Models: Unlocking Precision and Power for Your Business
May 5, 2025
3 min
Generic AI tools can improve speed, but enterprise marketing requires more than isolated automation. The challenge is[...]
AI Email Marketing: From Automation to Contextual, Governed Personalization
April 25, 2025
2 min
Editor’s note, updated September 2026: Email AI is most useful when it combines first-party context, controlled automation and measurable testing. This article has been reframed around mAI’s human-led operating model, where AI supports segmentation, content and optimization while approvals, consent and strategic judgment remain with people.
Mastering Social Media with Custom AI Marketing Models: From Automation to Strategic Intelligence
April 18, 2025
2 min
Social media operations increasingly span content planning, creative production, publishing, community management, paid amplification, analytics and governance. Adding more AI tools can accelerate individual tasks, but it can also create fragmented workflows, inconsistent brand decisions and weak measurement. A stronger…
Follow the operating conversation
Receive updates on AI marketing architecture, governance, measurement, search/GEO and applied implementation. No promise of frequency, only material updates worth sharing.
