AI Automation
Research, content and workflows that run themselves — built with n8n and LLMs, owned by you.
Capabilities
The tools, wired together properly.
Automation Platforms
AI & LLMs
Content & Research
Integrations
Chat & Support
Flows
A few of the automations I build.
Simplified pipelines — the real ones have more error handling and edge cases than fit in a diagram. Five of these, written up for MENA SaaS teams →
Project Deep Research
Give it a topic and get back a structured, source-backed report instead of a scattered pile of open tabs.
Marketing Campaign Research, Creation & Review
Research, drafts and a human review step built into one pipeline, so campaigns move fast without skipping the check that actually matters.
UGC Content Automation (TikTok / Instagram)
Turns a content idea into a scheduled, on-brand post — script, captions and hashtags included.
Skilled Chatbot
A chatbot that actually knows your product, not a generic assistant bolted onto a website.
Newsletter Without Mailchimp
A self-hosted newsletter pipeline running in n8n — no per-subscriber fees, no vendor lock-in.
Why
Automation that stays yours.
Built on tools you actually own.
n8n and self-hosted workflows instead of a stack of SaaS subscriptions that charge per contact and lock your data in.
A human checkpoint where it matters.
Content and campaigns get a review step before they go out — not a blind auto-publish button.
Grounded in your own data.
Chatbots and research pipelines pull from your actual docs and sources, not just a model's general knowledge.
One person, the whole pipeline.
The person who designs the flow also builds, connects and maintains it — no hand-off between "the AI person" and "the dev."
Process
From "wouldn't it be nice if this ran itself" to a working automation.
- Discovery & Use Case
Understand what you're trying to automate, and whether AI actually helps here or a simpler workflow is the better answer.
- Flow Design
Map out the pipeline — triggers, data sources, decision points, and where a human needs to stay in the loop.
- Tool Selection
Pick the right mix of n8n, LLM APIs and integrations for the job, not just the trendiest stack.
- Build & Connect
Wire up the actual automation — triggers, API calls, prompts, and the glue between them.
- Testing & Guardrails
Run it against real inputs and edge cases before it touches live data or a live audience.
- Launch & Handoff
Ship it with documentation so you can see how it works and adjust it without needing me for every tweak.
- Monitoring & Iteration
Automations drift as sources and APIs change — I keep an eye on it and improve it over time.
Need the product these automations plug into, built as well?