AI SYSTEMATIZATION · DIAGNOSIS TO RUNNING SYSTEM · v2026.08

Manual chaos — one running system.

I find where a business leaks time and money, then build the system to fix it — research, analytics, automation, cataloguing, decision support. AI goes in only where it genuinely speeds things up, not for its own sake. One operator, diagnosis to a running, supported system.

bash — ihor.work
3
PRODUCTS SHIPPED
399
ITEMS IN THE eRENTAL CATALOG
5
COUNTRIES IN AUTO-IMPORT CALCULATIONS
10 SEC
CONNECTION IN VOLYA
Dashboards◆Booking◆Automation◆Hotels◆Auto business◆Finance◆Logistics◆
WHAT I SYSTEMATIZE & BUILD
From the bottleneck to a tool used every day
Below is the real range I build to fit the task.
+Bottleneck diagnostics+Research & analytics+Sites & landing pages+Web apps+Calculators+Booking · catalog · checkout+Process automation+Dashboards+Bots & integrations+AI features (where they fit)+Rollout & support
If an off-the-shelf tool is the right call, I'll say so. AI and custom go in only where they earn their place.
Any task — real systems in production.
01 · ~/PROOF — REAL SYSTEMS, DIFFERENT INDUSTRIES
ERENTAL.APPEQUIPMENT RENTAL · BUDAPEST · HU/EN/RULIVE
ERENTAL.APP
01
eRENTAL
A film-and-photo rental was losing hours tracking 399 items on someone else's SaaS. We built the platform to fit: date-first booking with real availability, an AI assistant adding gear in three clicks.
git diff — BEFORE / AFTER
− New item: photos and descriptions by hand
+ 3 clicks — AI assembles the draft
− Descriptions in three languages by hand
+ Generated — staff approves
− Availability — from a bookings spreadsheet
+ Calculated automatically from dates
− A third-party SaaS dictates how you trade
+ Your own platform — your own rules
DREAMCARS.COMPANYUS AUTO IMPORT · TG+WEB · UA/PL/LT/GE/MDLIVE
DREAMCARS.COMPANY
02
Shipping and import-duty calculator for US cars
An importer priced US cars across five countries by hand; one slip ate the margin. We built an engine: duty, excise, VAT and shipping in one calculation, Telegram bot and web app.
git diff — BEFORE / AFTER
− Five countries — five Excel spreadsheets
+ One calculator for all five
− A slip in a quote ate the margin
+ Rules are hard-wired — the math adds up
− Manual recalculation for every client
+ A branded PDF in one tap
− The manager is tied to a desk
+ The quote goes out from Telegram
VOLYA.SYSVPN · TELEGRAM · RU/EN/UA/KZ/中文DEMO
VOLYA.SYS
03
VOLYA
Open-internet access meant blocks and a clunky sign-up. We built the VPN end to end: message the bot, connect in ten seconds, no registration, email or cards, on DPI-resistant VLESS + Reality.
git diff — BEFORE / AFTER
− Registration, email, payment details
+ A key in Telegram in 10 seconds
− VPN traffic is visible to DPI and gets blocked
+ Indistinguishable from ordinary HTTPS
− One abuser ruins the service for everyone
+ A ladder of warnings and an appeal
− Outages surface through complaints
+ Monitoring, backups, rollback with one command
Six stages — enter at any one
THE VALUE LADDER
01
[1/6]  DIAGNOSTICS.STEPFixed-scope entry — sold on its own
Diagnostics & Consulting
We find the leaks, decide what's worth systematizing, and where a spreadsheet is the honest answer.
✓A bottleneck map of your operation✓One defined business task, scoped to build
02
[2/6]  RESEARCH.STEPSold as a standalone deliverable
Research & Analytics
Deep research — market, competitors, your own data — turned into analysis you can act on.
✓A research dossier with sources and findings✓Analysis and a recommendation you can decide on
03
[3/6]  DESIGN.STEP
Solution Design
How the system is shaped and where AI sits, every decision on paper before any code.
✓System architecture and data model✓A build plan with milestones and sequence
04
[4/6]  BUILD.STEP
Build & Deliver
Built and shipped, from a landing page to a full platform, end to end, one operator.
✓A running system or tool, deployed✓Private repo, migrations, handover docs
05
[5/6]  ROLLOUT.STEP
Rollout & Adoption
Moving the system into the business: integration, data migrated, team walked through until it's simply normal.
✓The system live inside your operation✓Team trained, integrations connected
06
[6/6]  SUPPORT.STEPONGOING
Support & Evolution
The system keeps running and growing: monitoring, backups, one-command rollback, new features. This stage never closes.
✓Monitoring, backups, one-command rollback✓New features as the business evolves
NOT AI FOR ITS OWN SAKE
AI only where it genuinely speeds things up — research, cataloguing, search. Everywhere else a plain tool wins, and I will say so.
ENTER ANYWHERE
Every stage is a package you can buy on its own. Start with diagnostics, or arrive with the task already defined.
ONE OPERATOR, END TO END
From diagnosis to a running, supported system — delivered by one person, not handed down a chain of a team.
What's always included in a project
AI SYSTEMATIZATION STUDIO
A baseline engineering standard — not an add-on, part of every build.
01
SEO/GEO out of the box
✓clients find you on their own
02
A modern stack
✓fast, reliable, easy to grow
03
Security & stability
✓it stays up and protected
04
Speed
✓you see results fast
READY TO REVIEW YOUR PROJECT
Which task eats your time and money?
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