A framework and lab built from 26 years inside global pharma commercial technology — turned into working concepts for AI adoption, governance, and growth.
Each concept is built from a real problem inside pharma commercial technology or Medical Affairs — then turned into a working demonstration of what AI-enabled solutions can actually do.
Predictive growth modeling, Next Best Action, and competitive displacement signals — converged into one decision-ready view for a pharma launch.
Launch Demo → MarAITech Original · ConceptField briefs, trial summaries, and congress materials — drafted in minutes with full source traceability. Built for Medical Affairs in regulated environments.
Request Demo → MarAITech Original · ConceptLiterature monitoring and evidence synthesis, unifying internal and external sources into one governed, decision-ready intelligence view.
Request Demo → In the PipelineThe lab is always building. Have a problem in pharma AI, Medical Affairs, commercial technology, or AI governance that needs a solution? Bring it to the lab.
Bring a problem →A weekly series on where pharma AI is actually heading — grounded in practitioner experience, not theory.
Four layers: functional ownership, signal classification rule, accountable measurement — and the traceability that connects them all.
Read on LinkedIn → Week 7 · July 2026The same HCP exists across completely separate systems. Two disconnected engagements. The compounding value of both is lost.
Read on LinkedIn → Week 6 · July 2026McKinsey estimates $3 to $5 billion in annual Medical Affairs efficiency gains from GenAI. The IT partnership is what makes it possible.
Read on LinkedIn → Week 5 · June 2026Six named deals. Three tiers. The commercial execution layer nobody is talking about. 6,800 impressions.
Read on LinkedIn →Commercial Intelligence applied to a fictional heart failure launch — illustrative data, real framework.
Predictive modeling, competitive signals, and Next Best Action — converged into one view for a launch.
The same framework applied to Medical Affairs — a 5-hour literature review, done in under a minute.
CardioVance Commercial Intelligence — illustrative data, real framework
Bring an idea, a problem, or a challenge. Some conversations turn into frameworks. Some just need a second opinion from someone who's done this before.
26 years in global pharma commercial technology — from regional operations across the Middle East, Turkey, and Europe to commercial technology leadership spanning 54 countries.
Creator of the MarAITech framework — Marketing, AI, and Technology as one converged capability, developed from running these functions, not advising on them from the outside.
Demo Notice: All product demonstrations on this site, including CardioVance, use illustrative fictional data for concept purposes only. They do not represent real clients, real products, real financial projections, or investment advice. MarAITech LLC — NJ Entity 0451475333.