n8n Automations · Python + AI

Every repetitive task
can run by itself

Lead follow-up, collections, reports, syncing between systems. We build the processes on n8n, drop in Python and AI at the critical junctions, and give you back hours of work every week.

AI-powered business automation is a process that replaces repetitive manual work with a process that runs by itself, with AI inside that makes decisions, not just moves data from place to place. We build the processes on n8n, the open workflow platform, and at the critical junctions we drop in Python code and an AI engine that connect directly to your systems' APIs, handle exceptions, summarize documents and decide based on context. Unlike closed tools like Zapier or Make, n8n is hosted on your own server, your data stays with you and there's no per-operation fee. For example: a lead that comes in on WhatsApp gets a tailored reply within seconds, is qualified, enriched and fed into the CRM, with no human touch. It fits any business that wastes weekly hours on repetitive tasks, collections, reports, syncing between systems. Orel AI builds these automations with built-in monitoring and alerts, applies them first to our own businesses, CodeSculpt and FinderFixer, and then implements them for you. Implementation time: one to two weeks for a first automation, depending on the number of connected systems.

n8n + code · open platform

Built on n8n,
extended with Python & AI

n8n is the open workflow platform we host on your own server. You see every step in the process and your data stays with you. At the junctions that need real logic, we drop in Python code and an AI engine that decides by context, without the ceiling of closed tools.

Visual workflow in n8n, you see every step that runs, easy to maintain and extend
Python and AI inside the nodes, decisions by context rather than just moving data
Self-hosted on your own server, no per-operation fee like Zapier and Make
n8n
running now
New lead comes in
Form · WhatsApp · Instagram
n8n + AI process it
Classify · enrich · route
Saved to CRM
WhatsApp reply
Team alert
Handling time: 8 secondsManual: 0
How it works

A live workflow, running on your n8n

Every process is built as a visual workflow: a trigger that fires, an n8n and AI node that decides, and actions that go out to your systems. You watch every run in real time, no black box.

Recipes from the field

Automations we deploy again and again

Four real examples, each one runs today in businesses we support (and in our own).

Lead comes in → meeting on the calendar

1Form / WhatsApp / Instagram
2AI classifies intent and urgency
3CRM entry + detail enrichment
4Immediate reply and meeting scheduling
A reply within 8 seconds instead of hours

Automatic morning report

1Data collected overnight from all systems
2AI summarizes: what closed, what's stuck
3Anomaly and trend detection
4A daily summary to WhatsApp at 8:00
An hour of data gathering, every morning

Collections & invoice tracking

1Tracking open invoices
2A personally phrased reminder at the right time
3Automatic status update on payment
4An alert to you only when intervention is needed
Collection days shorten significantly

New client onboarding

1A deal closes in the CRM
2Folders, documents and permissions created
3Welcome email + a scheduled message series
4Team tasks with due dates
A day-long process, in minutes
How we build

Automation that holds up, not a script that breaks

AI inside the process

Not just passing data between apps, classification, phrasing and decisions at every junction. That's what turns ordinary automation into a smart one.

Built for failures

Every process includes automatic retries, error handling and a fallback path, because a system that fails silently is worse than no system.

Monitoring & alerts

If something gets stuck, we know before you do. A full control panel and real-time signals on every run.

Start small

A first automation within a week. See the ROI, then expand. No giant projects that never end.

Integrations

We connect to everything you already have

No need to replace systems. n8n connects to hundreds of apps out of the box, and if there's no ready-made integration, we write it in Python.

n8n
Python
FastAPI
WhatsApp API
REST API
Airtable
Google Sheets
Gmail
Slack
Monday
iCount
Green Invoice
Webhooks
10+
Hours of manual work saved per week, on average
8 seconds
Time to handle an incoming lead, instead of hours
0
Leads falling through the cracks
A week
From spec to the first automation live
FAQ

Everything you wanted to know about business automations

Zapier and Make are closed tools that charge per operation, and your data passes through their servers. n8n is open, hosted on your own server, and you can drop real Python code and AI into it. For simple connections any tool works, but once you have complex logic and scale, n8n comes out far more economical and flexible.

A first simple process (like incoming lead → automatic reply + CRM), one week. A complex process with multiple systems, AI logic and full monitoring, 2-4 weeks.

Every process we build includes automatic retries, detailed logs, and an alert to you on WhatsApp or Slack if something fails, before your customer notices.

No. We connect via API to what you already have, CRM, Google Workspace, WhatsApp, invoicing system, store, and integrate between them. No need to throw out what works.

Services that complement this

Let's find the 3 processes most worth automating

A short mapping call, we go over your work routine and mark where the most wasted hours are hiding.