Autonomous Agents
LLM agents that take real actions inside your stack — tool calling, guardrails, human approval gates, and an audit trail for every decision.
Bilkent Cyberpark · Ankara · Türkiye
We build the AI that
actually runs your business.
Soft Pro is an applied AI engineering company in Bilkent Cyberpark. We design, train and operate production systems — autonomous agents, computer vision, forecasting, document intelligence — for teams that need working software, not demos.
◆ LLM agents in production
◆ On-prem & sovereign deployments
agent.plan() → 3 tools
vision.detect() → ok
forecast.fit() → daily
Autonomous Agents ◆ Computer Vision ◆ Forecasting ◆ RAG Platforms ◆ Process Automation ◆ MLOps ◆ Edge AI ◆
Autonomous Agents ◆ Computer Vision ◆ Forecasting ◆ RAG Platforms ◆ Process Automation ◆ MLOps ◆ Edge AI ◆
Capabilities
Six things we do deeply — and nothing we don't.
Every engagement ends with a system your team owns: source, weights, runbooks and monitoring.
Computer Vision
Detection, segmentation and OCR trained on your own data — quality control on the line, counting, safety monitoring, edge inference on modest hardware.
Forecasting & Optimization
Demand, pricing, inventory and routing models that move a number you care about — with a backtest you can argue with before anything ships.
Knowledge & RAG Platforms
Turn contracts, tickets, manuals and ERP records into an answer engine your staff trusts — with citations, access control and measurable retrieval quality.
Process Automation
The unglamorous win: invoices, orders, compliance checks and back-office queues handled end to end, with exceptions routed to a human instead of a spreadsheet.
MLOps & Sovereign Deployment
Your models on your infrastructure — Turkish data-residency, air-gapped options, GPU sizing, CI for prompts and weights, drift alarms that page someone.
How we work
Four phases. No six-month discovery.
01
Diagnose
Two weeks inside your process and your data. We leave with a written problem statement and the metric we intend to move.
02
Prototype
A working slice on real data in four to six weeks — good enough to kill the idea cheaply if the numbers say so.
03
Harden
Evaluation suites, failure modes, security review, load and cost budgets. This is the phase most AI projects skip and most AI projects die in.
04
Operate
We run it with you until your team can run it without us — then we hand over the keys, the docs and the on-call rota.
Current projects
What we're building right now.
Products we build and operate ourselves — not demos. Each one runs applied AI in production.
dShipper
A Soft Pro company
AI-run international commerce: machine-learning market coverage, wholesale supply worldwide, multistore selling and our own forwarding centres, run as one operation.
AI / ML inside
- Thousands of commerce-specialised AI agents find what is missing in each marketplace — and possible to sell.
- Dynamic pricing against live competition, FX and landed cost, inside a fixed margin floor.
- Operations across the USA, Canada, UK, EU, Türkiye and China.
Majig
AI Business OS
Your AI-powered business operating system — agents, knowledge and operations working in one workspace.
AI / ML inside
- LLM agents that act inside your systems — tool calls, guardrails, a human approval step and an audit trail on every decision.
- Retrieval over your own documents and history, so answers cite the source they came from.
- Per-task model routing — heavy reasoning only where it changes the answer.
MedicAir
Health travel platform
A platform connecting international patients with accredited Turkish healthcare — transparent pricing and coordinated travel.
AI / ML inside
- An AI concierge carries the patient from the first question to a decision-ready case file.
- Each case is matched to accredited hospitals on verified credentials and capability.
- Records and replies are AI-translated both ways — patient and clinic read the same file in their own language.
BotRealtor
North American realty intelligence
An AI-driven data pool of North American realty — precise valuation of new listings, and AI consultancy for buyers and sellers, connecting both to brokerages.
AI / ML inside
- A continuously updated data pool of North American listings, sales and property attributes — one normalised layer to value against.
- Precise valuation of a new listing as soon as it appears, measured against comparable sales rather than asking prices.
- AI consultancy for both sides — what a buyer should offer, what a seller should list at — then a connection to the right brokerage.
About Soft Pro
Bilkent Cyberpark, Ankara.
Headquarters
Ankara Technology Development Zone (Cyberpark) — Üniversiteler Mah. 1606. Cad. 4C Blok No:17, 06800 Çankaya / Ankara, Türkiye
Working hours
GMT+3 — overlapping the full European day and the North American morning.
Enquiries
info@softpro.tr
Languages
Türkçe · English — proposals, documentation and standups in either.
Leadership
The people behind the systems.
Lina Iltir
Founder & Director
Yıldırım Cihangiroğlu
Chief Executive
Mustafa Iltir
Finance & Administration
Sagar Gohel
Solutions Architect
Andressa Arantes
Big Data
Edin Golubovic
Robotics
Nuri Usta
Apps & Gaming
Duygu Yilmaz
User Experience
Andy Malik
B2B Sales
Nadeem Anwar
B2B Sales
Next step
Bring us the process that hurts.
Send a two-paragraph description of the problem. You'll get a written opinion within three working days — including whether we think AI is the wrong tool for it.