Free · 15 minutes
Learn AI so the capability stays with you.
Practical learning, hands-on building and one-workflow business implementation. You understand the system, verify it and keep the capability.
Diagnostic session $120 · 60 minutes · Credited toward a package purchased within 14 days.
Discuss diagnostic →
Robert Dumanyan
Founder / instructorWorks with AI systems, research workflows, agents, automation, decision workflows and digital products. Sessions follow the same discipline: goal → specification → build → verification → output.
AI Prompt Auditor
Paste a working LLM request — AI scores it on a 10-point scale and returns an improved version with an explanation.
/10
This is an automated assessment, not a universal quality standard. Review the improved prompt before using it.
Different buyers. One standard: a result you can explain.
Build a working AI process
Research, writing, code and automation around real work.
Open track →TEENSTurn curiosity into portfolio
Research, code and product thinking with a finished artifact.
Open track →KIDSCreate without outsourcing the thinking
Project work with adult contact and privacy by default.
Open track →BUSINESSChange one repeatable workflow
Map, test, verify and hand off one bounded implementation.
Open track →Not AI theatre. One bounded system with ownership.
AI Studio for an assistant, automation or product — built with explicit scope, verification and handoff.
Personal packages stay transparent.
A practical AI workflow and a first useful result.
A tailored route, reusable templates and a final project.
Automation, an AI agent, product or portfolio project.
Learning plus a practical family AI-safety framework.
Sources, tests, human gates and fallback remain visible.
Proof stays — after the offer, not instead of it.
Open Proof Lab →