Bucharest

Stop doing the work
a script could do. Let it.

I build practical AI automations for Romanian SMBs — n8n flows, MCP servers, and small ML models wired into the tools you already pay for. One engineer, working closely, shipping in days.

2 wk
From call to live workflow
1–1
You talk to the engineer, always
€0
If the pilot doesn’t save you time
workflow / invoice-automation.flow RUNNING · 24/7
TRIGGER
New Invoice
webhook · gmail
AI · GPT-4o
Extract Fields
OCR + LLM parse
LOGIC
Validate VAT
ANAF lookup
AGENT · MCP
Route Approver
rule engine
ACTION
Post to SAP
erp.invoice.create
NOTIFY
Slack + Email
finance channel
[14:02:11]✓ Webhook received: invoice_2847.pdf
Before AI

Hundreds of tasks.
All manual.

Scattered data, repetitive work, wasted hours — the same cycle, every day.

Processing

One layer of
intelligence.

AI reads your workflows, maps your logic, and finds every automation opportunity.

After AI

Everything
automated.

Connected. Running 24/7. Freeing you to do what only a human can.

n8nClaudeOpenAILangGraphSupabaseAWSCloudflareSmartBillSAPStripeHubSpotPineconeWhatsAppModaln8nClaudeOpenAILangGraphSupabaseAWSCloudflareSmartBillSAPStripeHubSpotPineconeWhatsAppModal
3.2s
Median end-to-end latency on production agents
94%
First-pass accuracy across all live workflows
€48k
Avg annual labor cost saved per pilot
14d
From signed contract to first deployed flow
Services / 01

What we build.

Four practice areas. We start with what hurts most — usually invoice processing, lead qualification, or customer support — and expand once the first system is paying for itself.

01 —

AI Workflow Automation

End-to-end n8n flows that connect your CRM, ERP, email, and bespoke tools. Triggered, monitored, version-controlled.

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02 —

Custom MCP Servers

Model Context Protocol servers that expose your business systems to Claude, ChatGPT, and Cursor as first-class tools.

MCPTypeScriptPythonOAuth
03 —

AI Agents & RAG

Production agents with retrieval-augmented context. Document ingestion, vector stores, eval pipelines, and guardrails.

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04 —

ML Models & Fine-tuning

Custom classifiers, forecasting, and domain-tuned LLMs deployed on your infrastructure or ours. SLAs included.

PyTorchHuggingFaceModalBedrock
Process / 02

From audit to production in 8 weeks.

Most engagements follow the same arc. We bias toward shipping a small, working system in week 5 — then iterating against real usage instead of a spec doc.

01

Audit

Two-week diagnostic. We map your processes, talk to your team, and identify the highest-ROI automations.

Week 1–2
02

Prototype

A working pilot in the tool that fits — n8n, custom code, or a hybrid. Always shipped to a real environment.

Week 3–5
03

Deploy

Production rollout with monitoring, alerts, and rollback. Your team is trained on every flow we ship.

Week 6–8
04

Operate

Monthly retainer or hand-off. We monitor usage, tune prompts, and add capabilities as your business grows.

Ongoing
Integrations / 03

Wired into the tools you already use.

We don't ask you to migrate. SmartBill, SAP, HubSpot, ANAF, Slack, WhatsApp — whatever runs your business, we plug into it.

// production-grade integrations18+ connectors
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n8n
C
Claude
OA
OpenAI
Lg
LangGraph
Sb
Supabase
Pg
Postgres
Pc
Pinecone
Mo
Modal
AW
AWS
Cf
Cloudflare
St
Stripe
Sl
Slack
Hs
HubSpot
Sp
SAP
Sb
SmartBill
Wa
WhatsApp
Tw
Twilio
Pd
Pipedrive
Pricing / 04

Three ways to work together.

Most clients start with an Audit, ship with Build, and stay on Operate. Prices in EUR, ex-VAT. Romanian RON billing available on request.

Discovery
Free
€060-min call
No obligation. Walk away with a written game plan.
  • We map the workflow that’s eating the most hours
  • Honest yes/no on whether AI actually helps here
  • Rough effort + cost estimate, in writing
  • You keep the notes either way
Book the call
Care
Optional retainer
€350per month
For when the bot needs a babysitter.
  • I keep your flows running and tuned
  • Small additions and tweaks each month
  • Direct WhatsApp line — no ticket queue
  • Cancel any time, no minimum
Add Care
Book / 05

Book a 60-min discovery call.

Pick a time that works for you. No back-and-forth — you’ll get a calendar invite with a video link.

  • We map the workflow that’s eating the most hours
  • Honest yes/no on whether AI actually helps here
  • Rough effort + cost estimate, in writing
  • You keep the notes either way
Free60 minutesVideo callNo obligation