Monitorizare continuă fără alarme false
Monitorizarea vizibilității AI trebuie să separe fluctuația, lipsa datelor și deriva persistentă înainte să trimită o alertă acționabilă.
Entrepreneur. Operator. Builder.
I build systems that turn complexity into growth.
I am Marius Dosinescu. For over 25 years I have been building and developing companies, digital products and technologies starting from real business problems.
25+years between ideas
operations and reality
operations and reality
25+ yearsof entrepreneurship
FlorideLuxbuilt and exit in 2022
Direct experienceecommerce, software, AI and SEO
Only one criterionproduced from real problems
Blog · Idei recente
From experience, not from the sidelines
Note despre ce construiesc, ce funcționează și ce merită privit mai atent.
The /.well-known/ucp file: are you building for the internet or just for Google?
Documented analysis of the /.well-known/ucp profile: risks, responsibilities, and practical steps for an ecommerce operation that is connected, but independent.
Corelație sau cauzalitate în optimizarea pentru AI
O creștere după publicare nu dovedește că intervenția a produs-o. Definim contrafactualul, graful cauzal, confounderii și designul care susține concluzia.
mission
Technology should bridge the gap between a good idea and its execution.
Many SMEs have good products and services, but lack access to the technology, processes and expertise needed to turn them into growth.
I build systems that make execution clearer and more accessible. I believe AI needs to produce real work and verifiable results, not just impressive answers.
"Complexity doesn't go away. A good system makes it manageable."
Portfolio on the move
What I'm building and supporting now
Own products, services and a family project that I support. The role is displayed directly, without mixing projects with consulting work.
AYSA.RO
SEO, AEO and GEO agency for measurable organic growth in Google and AI search.
AYSA.AI
SEO Automation SaaS for WordPress.
AdverLink.net
Marketplace dedicated to link building collaborations.
Oxalis
Agent AI conversațional care ajută clienții Flowers Market să găsească produse și să pregătească o comandă controlată pe WhatsApp.
Nokidu.ro
Platform for exchanging toys and clothes.
ProFlorist App
Management and distribution application for florists.
consultant
I work with teams that already have a business in motion.
Operating system
How to turn a problem into a business
Clarity
I understand the real problem, the economics of it and who is affected.
System
I turn repetitive activities into an explainable and measurable process.
Execution
I build, test and put the solution into real operations.
Result
I measure the effect, eliminate what doesn't work and improve the system.
Clarity → System → Execution → Result
The story
25 years between ideas, operations and real-world execution
I built FlorideLux from the ground up and went through everything a business has to deliver every day: marketing, technology, inventory, logistics, teams, customers and decisions made under pressure.
The 2022 exit ended a stage, not the construction process. Today I turn that experience into software products and AI systems.
The road was not a perfect sequence of victories. It included wrong choices, regressions, reconstruction and assumption.
Read the full story ↗Work beliefs
What I think about business
An idea is worth little without execution.
↗If the process cannot be explained, it cannot be scaled.
↗Technology should simplify work, not displace complexity.
↗Numbers take precedence over impressions.
↗Unsustainable growth is just a delayed problem.
↗AI should be judged by the work it produces, not how smart it sounds.
↗Trust is built through transparency, including when things go wrong.
↗Acum · Actualizat 11 septembrie 2026
What I’m working on now
I build AYSA.RO, AYSA.AI, Web-Development.ro, AdverLink.net, ProFlorist App and CanUHelp APP. I support Nokidu.ro, Richard's project, and offer consultancy to a selected group of companies.
See the Now page ↗The focus of the period
From "AI that responds" to "AI that gets the job done".A good conversation starts with context
Are you building something worth talking about?
I am interested in strategic partnerships, products, distribution, investments and public conversations about AI, SEO, ecommerce and the floral industry.
Tell me about the project →