About Portfolio Services Blog Contact
EN DE RU
Let's talk →
Services

Production AI systems.
Fixed price. No surprises.

I don't sell consulting hours. I build systems that work, deliver them on time, and stand behind them. Everything is fixed-price, scoped in advance.

🤖
Service 01

Autonomous AI Agent

A fully autonomous agent that handles a defined business process without human intervention. Processes tasks, makes decisions, calls external APIs, retries on failure, reports back. Built on LangGraph with structured tool-calling and state management.

What you get
Scoped agent with defined tool set
Retry logic + error recovery
Telegram or webhook notification
Monitoring dashboard (simple)
Deployment to your infra or mine
30 days post-launch support
LangGraphOpenAI / ClaudePythonDockerWebhooks
Starting at
€2,500
Delivery
2–3 weeks
🔍
Service 02

RAG Knowledge System

Search and retrieve answers from your private documents using LLM. PDFs, internal wikis, product manuals, legal documents — all queryable in natural language. Semantic + keyword hybrid search. Sub-second responses.

What you get
Document ingestion pipeline
Vector store setup (Qdrant/Pinecone)
Hybrid search (semantic + BM25)
API endpoint + optional chat UI
Source citation in responses
Re-indexing automation
QdrantLlamaIndexOpenAIFastAPILangChain
Starting at
€3,500
Delivery
3–4 weeks
👁️
Service 03

Computer Vision System

Custom-trained object detection, defect recognition, or gesture control for your specific use case. YOLOv8 fine-tuned on your dataset. Runs on edge hardware. Integrates with your existing systems via REST API.

What you get
Dataset preparation + annotation
YOLOv8 fine-tuning on your data
ONNX export for edge deployment
REST API wrapper
Real-time inference pipeline
Performance benchmarking report
YOLOv8PyTorchOpenCVONNXFastAPI
Starting at
€4,500
Delivery
4–6 weeks
Service 04

Agentic Workflow Automation

Replace manual business processes with LLM-driven automation. Email classification, document extraction, lead qualification, report generation, CRM updates. Whatever you do manually 50+ times per week.

What you get
Process audit + automation map
LLM-powered classification/extraction
Integration with existing tools
Error handling + human escalation
Dashboard / Telegram reporting
ROI measurement setup
PythonLangChainn8nREST APIsTelegram
Starting at
€1,800
Delivery
1–2 weeks

Architecture examples

Real system blueprints

Agentic AI Architecture v2
Multi-Agent Orchestration
Production architecture for autonomous AI agents
RAG Pipeline Architecture
RAG Pipeline Flow
Hybrid search with zero-hallucination design

How it works

From brief to production
in 5 steps

📞
01
Discovery call
30 min. Define the problem, validate scope, agree on output.
📋
02
Proposal
Fixed price + timeline. No hourly billing ever.
⚙️
03
Build
I build. You get weekly updates. No micromanagement needed.
🧪
04
Testing
UAT with your real data. I fix until it works.
🚀
05
Handover
Deployed + documented + 30-day support window.

FAQ

Common questions

Do you work with startups or only enterprise? +
Both. What matters is the problem quality, not company size. I've worked with 2-person startups and 200-person B2B firms. The scope changes, not the quality standard.
Can I see a demo before committing? +
For standard service types, I can show similar work from the portfolio. For custom projects, we do a paid scoping sprint (€300–500) that produces a spec + architecture diagram — your decision point before the main engagement.
What happens if the project goes over scope? +
Everything is scope-locked before we start. If requirements change on your side, we discuss a scope amendment. My side: I eat overruns. I've never missed a delivery date.
Do you use off-the-shelf no-code AI tools? +
When appropriate. But most clients need custom architecture — not Zapier + ChatGPT glue. I use no-code as scaffolding where it makes sense, custom code everywhere else.
What about ongoing maintenance? +
30 days post-launch support is included. After that, I offer monthly retainers (€500–1200/mo) covering monitoring, updates, and small feature additions.

Ready to talk scope?

30-minute call. No sales pitch. I'll tell you whether I can help, what it would cost, and how long it takes.

Book discovery call →