AI automation & chatbots
Let the robots do the boring bits.
Automations in n8n or custom code that connect the tools you already use, with AI where it genuinely helps: sorting the inbox, drafting replies, pulling data out of documents and answering customer questions. Every run is logged and checked, so you can leave it working overnight.
Live demo
Result
Press run: the result appears here as the model writes it.
A live inbox-triage workflow: paste an email and run it on a real model.
Approach
How wewould work
- 01
Find the chore
Pick the task that costs the most hours and goes wrong most often.
- 02
Design the flow
Trigger, steps, AI where it adds value, and a human check where it matters.
- 03
Build and test
Run it on real examples, measure how often it is right, handle the failures.
- 04
Run and watch
Deployed with logs and alerts, so you know it is working without checking.
Problems it solves
Soundsfamiliar?
- 01Hours every week copying data from one tool into another
- 02An inbox nobody can keep up with
- 03Customers waiting for answers that already sit in your documents
- 04AI experiments that never became something you rely on
What you get
Deliverables
- n8n workflows or custom automation code
- AI steps with structured, validated output
- Chatbots grounded in your own content
- Error handling, logging and retries
- Documentation and a handover call
Scope, timeline and cost are agreed per project after we talk, never before.
A good fit for
- Small teams buried in admin
- Shops and agencies answering the same questions daily
- Founders who want AI in the product, done carefully
Tools I use for this
- n8n
- OpenRouter
- Claude and other LLMs
- Webhooks
- REST APIs
- Python
- Next.js
Related work is linked from the projects as each case study is published.
Let's plan your automation.
Start the brief