SaaS founder · @mohammadmaani
Mohammad Maani
Founder background
Founder of QuickAIBuy and previously Top Pillars. I work at the intersection of commerce, technology and practical decision-making. QuickAIBuy is the truth layer between supplier signals and marketplace execution: supplier evidence, listing readiness, risk and guarded workflows before action. Our principle is simple: truth before action. Here to exchange practical lessons, learn from commerce operators, and connect with founders working on product data, sourcing, inventory and B2B tools. I share what is supported by evidence and distinguish current work from future plans.
Expertise
- Product
Achievements
- Founded QuickAIBuy and previously founded Top Pillars. Launched the External Product Review pilot: a human-reviewed Decision Brief for one agreed commercial opportunity.
Public profiles
Products
QuickAIBuy
Evidence before commerce decisions
Recent posts
A supplier quote can be complete and still leave the buying…
That is the problem I am working on with QuickAIBuy. Our starting point is an External Product Review: one commercial opportunity, one human-reviewed Decision Brief, and a clear distinction between supported findings, open questions and next verification steps. The bigger direction is a truth layer between supplier signals and marketplace execution. We are starting with a focused service and learning from actual decision needs. If you build for retailers, sourcing teams or marketplace sellers: where does information most often break down between the supplier quote and the decision to commit? You can explore the current pilot at https://www.quickaibuy.com/pilot. Applying is free; scope is confirmed before paid work. Truth before action.