Building RalOS for UAE teams
I’m building an AI workspace where a team’s conversations, company knowledge and daily work connect, with an assistant for every person and room to grow.
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How I build AI that does real work, and what I learned building it.
HarsOS explained
The AI operating system I built for myself, the data system underneath it, and the reasoning behind every piece.
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Why my AI system kept failing
My first rule for HarsOS was simple: my context belongs to me, not to any one AI app.
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What I’m building: RalvetoOS
One AI operating system for your business and your own life. Your agents, your models, your tools, all in one place.
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How I work out what AI a business needs
Before anyone talks about tools, I work out which of three jobs a business needs, what level each part of it is at, and what the owner wants AI for.
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The dashboard is the easy part of finance automation
I automated monthly reporting for 100+ restaurants. The dashboard took days. Making sure every number in it was right took everything else.
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A CV screener that shows its evidence
Harsift asks every CV small questions and lets fixed rules decide, and on 1,000 synthetic CVs with my own answer key it made the right call 96.9% of the time.
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