Workflow Engineering
Marketing operations broken into modular, reusable components. Content pipelines. Lead scoring. The unsexy infrastructure that compounds.
AI Workshop / Marketing Operations
Operationalizing Artificial Intelligence for the Marketing Enterprise.
We are not a research lab. We are not a management consultancy. We are an AI Workshop building the practical infrastructure, SOPs, and products that power modern marketing organizations.
The Workshop
Theory Ends Where Building Begins.
"Workshop" is a deliberate word. It means sawdust on the floor. Half-finished prototypes on the bench. Problems solved by building, not by theorizing.
We operate at the intersection of AI's bleeding edge and the messy reality of business operations. Our work translates research papers, new model capabilities, and emerging platforms into things teams can actually use.
Executive Enablement
Equipping marketing executives with the decision frameworks needed to navigate the AI transition, from leadership to team upskilling.
Micro-Product Development
Rapid prototyping of specialized tools to solve niche marketing bottlenecks. Our solutions quietly and reliably save dozens of hours per week at multiple companies.
Ventures
What we're working on
Strategic Leadership & Advisory
Strategic Leadership & Advisory
Interim leadership and high-level advisory for global technology firms. Merah AI provides fractional executive services to guide marketing transformation, communication analysis, and workforce strategies.
Media: The AI Ready CMO
Media: The AI Ready CMO
A leading publication and intelligence stream for marketing executives. We curate, analyze, and distribute actionable insights on the intersection of AI, leadership, operations, and marketing strategy. Subscribe here.
Product Incubation
Product Incubation
An internal lab for developing and launching specialized AI micro-services and automation wrappers designed to streamline creative and analytical workflows.
Methodology
From Research to ROI.
From theoretical to practical
Our "workshop" approach comes from a simple observation: most AI advice is theoretical. The people giving it aren't building production systems. They're commenting from the sidelines.
From ad-hoc to systemic adoption
We do not sell "hours." We sell outputs and operational maturity. By applying an engineering mindset to creative problems, Merah AI helps organizations move from ad-hoc prompting to systemic AI adoption.
Productive skepticism
We approach AI with productive skepticism. Excited about capability, realistic about limitations. More interested in what you can ship this quarter than what might be possible in five years.
Contact
Let's get operational.
Tell us where theory is getting in the way of progress. We'll bring the sawdust.