Mason McCumber on AI Agents, Agentic Workflows & Building Smarter Business Systems
Mason McCumber on AI Agents, Agentic Workflows & Building Smarter Business Systems
Guest: Mason McCumber, SEO and AI expert — buildwithmm.com Host: Jeremy Rivera
About Mason McCumber
Mason McCumber is an SEO and AI expert based in Houston, Texas. He has built hundreds of tools and resources to help business owners and individuals learn and apply AI and SEO strategies. He consults with startups and private equity-backed companies and runs buildwithmm.com, where he publishes guides, tools, and training content.
What We Cover
→ The shift from manual AI prompting to agentic workflows — and why most business owners are stuck being the driver instead of the dispatcher → How to reduce AI hallucination and drift using persistent memory, feedback loops, and Obsidian markdown logging → Why all major AI models produce similar output and what that means for content differentiation → Using automation (Zapier, Make) alongside AI for genuinely repeatable business tasks → Practical wins with AI-powered PowerPoint, Excel formulas, and project management — plus Mason's upcoming ZapTime.ai
Episode Highlights
Mason opens with a memorable analogy: the AI engine has always been powerful, but most business owners have been driving the car themselves. Agentic tools like OpenClaw, Copilot, and Codex mean the AI can now drive — users only need to act as dispatchers, defining the destination and correcting the route when needed.
On AI reliability, Mason is refreshingly candid: he personally does not use AI to write most of his own content. He observes that mass-produced AI content increasingly lacks soul, and predicts Google will penalize it more aggressively. His recommendation is to pair human insight with AI execution — not replace one with the other.
For long-term AI memory, Mason relies on Obsidian — a markdown-based note system that creates a searchable, persistent database of transcripts, meetings, and working documents. He pairs this with a critical rule: always instruct AI to leave a clear trace of its steps. Repeatability, he argues, is scalability.
Mason closes with concrete wins for any business: using AI to generate HTML-based slide presentations instead of PowerPoint, automating Excel formulas, and his upcoming ZapTime.ai for AI-assisted time and task tracking. His single best recommendation for business owners with teams is to use AI for project management first.
Connect with Mason McCumber
Website: buildwithmm.com LinkedIn: linkedin.com/in/masonmccumber Upcoming: ZapTime.ai — AI-assisted time tracking and task management