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Davit Simonyan

Founder of Arag Agency

I learned AIthe only way that counts.

Two systems in production, built at my own agency. Inbox Autopilot turns email into actions. Tyoma reads a website, then talks. I am looking for a role where that continues.

products
2live
EN · NL · RU · HY
4langs
available
1builder

Selected work

Not a tutorial dump. Production URLs.

01

Inbox Autopilot

AI that turns email into actions.

The inbox is a pile of unstructured work. This system reads each message and decides what to do — extract, draft, or escalate — instead of leaving a human to sort the queue.

  • Invoice arrives → structured data extracted
  • Inquiry arrives → a reply is drafted
  • Ambiguous mail → routed to a human with a reason
Open liveLive · 2026

Live demo

Click a message

  1. Reading
  2. Classifying
  3. Acting

Working…

02

Tyoma

Your website, already understood.

Paste a URL. In a few seconds you are chatting with an assistant that already read the site. No onboarding dump, no “here is our FAQ.” The context is the page itself. A live product from Arag Agency.

  • Instant URL scan, then grounded chat
  • Interface in English, Dutch, and Russian
  • Built in public as a live demo for Arag Agency
Open liveLive · 2026

Live demo

Scan, then ask

  1. 01Fetch /
  2. 02Read hero + case studies
  3. 03Index 2 live products
  4. 04Ready

Process

How the work gets made.

    01

    Tight loops

    Models, prompting, tool use, evaluation. Fewer notebooks. More loops: try, measure, throw away, try again.

    02

    Ship the agent

    Inbox Autopilot. Classification, extraction, a human in the loop. The point was not a demo — it was a system that acts.

    03

    Ground the chat

    Tyoma. Fetch a site, ground an assistant, converse. Three languages. A public URL, because private slides do not hire you.

    04

    Make it speak

    Polish, evaluation, this page. If the work cannot introduce itself, a resume will not do it either.

What I actually do

Agentic workflows

Read → decide → act, with a human gate when the model should not be trusted.

Extraction

Unstructured mail and documents into fields you can actually book, file, or pay.

Site-grounded chat

Assistants that start from the page, not from a hallucinated brochure.

Product, not a gist

Live URLs. Loading states. Languages. The unglamorous parts that have to work on Monday.

Contact

Davit Simonyan · founder of Arag Agency · Schagen, Netherlands

I am looking for a team that ships AI products — not slide decks.

Write here and it lands in my inbox. Or open LinkedIn if that is how you hire.

Write