tagmac.dev
TREN
tagmac.dev is the home of working AI modules built for specific professions. Each module is a system that does a profession's real work — customs brokerage, real estate — with free services open to everyone alongside. We build, run, and keep improving them; everything runs live in our own operation first.
Each module does a profession's real work — it doesn't end at setup; it's a service that's run and improved continuously. Each runs live in our own operation first, then opens to that profession.
For customs brokers. Prepares a GOS-ready declaration from an invoice and packing list — independent total verification, invoice↔packing reconciliation, HS-code assignment. The broker always has the final say. Beta since 21 July with the first external broker.
gumsoft.tagmac.dev →For North Cyprus real estate — a working layer that reads the market's pulse and grounds price/data comparisons with multi-source, verified analysis. Not live yet, in early development.
Should there be a module for your profession? Let's talk →
Tools we built for North Cyprus, free to use. Easy to start, genuinely useful; real working systems behind them.
Official Gazette, state auctions, and public-sector job postings — emails you when something new is published. No more checking each official site every day.
tagmac.dev/gov-watch →When your customer asks ChatGPT or Google about your field, do they find you or your competitor? We wrote up how to show up — in our free guide.
Free guide →More free services on the way — the work we leave open lives at github.com/tagmac-dev.
Not a blind "let us add AI" — value first (analysis + opportunity), then build. We build the system that does your work and hand it over; control stays with you.
We map your workflow: which repetitive task, bottleneck, or document/data flow speeds up with AI.
→Concrete AI opportunities — where you save time, errors, cost. You decide.
→We build the solution that does your work — tailored to your work, flow, and data.
→We hand the system to you: teach you to run it, control is yours — you don't stay dependent on us.
// what we can build
Not a chatbot — an expert that knows your work, loaded with your context, doing the work in your flow. It reads, decides, does, delivers to you. Like GSG — processing real customs documents every day. We build yours; navigation stays with you.
A pile of invoices/receipts/forms turns from photos and PDFs into clean data flowing into your app. gsgumrukleme.com
Competitor price, a new listing, an official publication, is your site down — we watch the signals worth watching every day and alert you the moment they change. The Government Publication Alert is the free example.
We map your market from live web data — price bands, supply-demand gaps. It turns into an open, AI-citable index. North Cyprus Property Index is the live example.
// engines running underneath
Some of the best projects come with no budget — we keep room especially for young and social entrepreneurs. If you're touching a real need, we'll build it with you for a reasonable fee or a small share. Let's talk →
Real, published, live. Most "AI" pitches are slides — these are working systems you can open right now.
Automation that reads and processes real customs documents end to end — built for a customs broker, live every day.
gsgumrukleme.com →A breathing app that reads your calm and shows the before-after change.
tagmacwellness.app →Beat-reactive motion + ambient + voiced promo videos — distinctive, with you. Our creative-AI side.
peal.tagmac.dev →An open, honest price index — median £/m² by region, for AI to cite. The first composed module, a template for any sector.
north-cyprus-property-index →Each leaves behind a reusable capability — the system grows by accumulating. The same hands build yours.
Modules are working AI systems built for specific professions. The first module, Gumsoft, prepares a GOS-ready customs declaration from an invoice and packing list for customs brokers (beta: 21 July 2026). A real-estate module is in development. Each module does that profession's real work; it doesn't end at setup — it's run and improved continuously.
Two free services are live: Government Publication Alert — emails you when a new Official Gazette issue, state auction, or public-sector job posting appears; and an AI-visibility check — instantly measures whether your site shows up in ChatGPT and AI search. Both are built for North Cyprus and free to use.
It's when a business's repetitive work — document processing, data entry, reporting — is carried out for you by AI inside your actual workflow. The goal isn't to add a chatbot; it's to build a working system around how the work really runs. tagmac.dev analyzes, builds, and hands this over for businesses in North Cyprus and Cyprus.
tagmac.dev — based in Nicosia. It builds working AI systems tailored to businesses in North Cyprus and Cyprus: analyzes your workflow, finds concrete AI opportunities, builds the system, and hands it over to you.
No fixed list — every job is different. We start with a workflow analysis (where time, errors, and cost are saved); price becomes clear once scope is clear. On selected projects, especially with young and social entrepreneurs, we work for a reasonable fee or a small share.
You can open it. GSG processes real customs documents live every day; the North Cyprus Property Index openly indexes 8,500+ listings; the Government Publication Alert runs live. Every system runs live in our own operation first.
A chatbot answers questions; an AI agent does the work. An agent is loaded with your context (data, rules, workflow) and decides and carries out work in its domain — it reads, does, and delivers to you. GSG is the live example: it processes real customs documents every day.
Let's analyze your work first and talk through the opportunities. In person if you're local, or right here.