AI agents and business automation
Agents that do real work for your business: they answer, research, draft and act inside your tools, while a person approves what matters.
What you get
- Use-case discovery: which tasks are worth automating first
- AI agents on Telegram, WhatsApp, Instagram or your website
- n8n workflows connected to Shopify, Notion, Gmail, Google Sheets and CRMs
- Content pipelines for video, voice and copy, with review queues
- Instagram automation with the official API
- Guardrails, logs and cost control for every model call
- Deployment on your own accounts, with monitoring
Ideal for
Brands and shops
Sales and marketing assistants with live data from Shopify, Instagram and your CRM.
Creators
Video editing, captions and comment replies on autopilot, with you in control.
Small teams
An assistant on Telegram that keeps the calendar, the leads and the follow-ups.
Process
How we work
01
Find the time sinks
We list repetitive tasks and estimate the hours each one costs.
02
Pilot one agent
One task, real data, measurable result in a few weeks.
03
Connect your tools
APIs and n8n workflows with logging and approval steps.
04
Scale carefully
More tasks once the first one works, with costs under control.
Technology
Related work
Bot & automation · AI agent
ReelCreator AI
Private beta · built with creator Katrin
Telegram bot and Mini App: send a raw talking-head video and get an Instagram-ready Reel back, with cuts, captions, hook, music and cover. Payments with Telegram Stars.
AI agent
Madre Kunst Growth Agent
Client: Madre Kunst Jewellery
AI agent on Telegram that works as a fractional CMO for a jewellery brand: live data from Shopify, Instagram and a Notion CRM, stockist research, outreach drafts and content calendars.
AI agent · Website
Sandro Bianchi
Client: DJ with 30+ years on stage
Personal assistant on Telegram (text or voice notes) that keeps the DJ’s gig calendar, plus a new fast website that publishes the confirmed dates automatically with event structured data for Google.
Bot & automation
FamDev Comment Reply
In production
Instagram automation: when someone comments a keyword on a Reel, they get the link by private message in seconds, plus a public reply to the comment.
AI agent · Bot & automation
InstaBOT
Internal project
AI content pipeline for a humour account: detects new clips, analyses them with Claude, writes and voices a commentary with a cloned voice, renders the reaction Reel and publishes it after human approval.
Frequently asked questions
What can an AI agent actually do for my business?
Answer customer messages, qualify leads, draft emails and posts, research prospects, summarise data from your tools, edit content and keep records up to date, with a person approving anything public or important.
Is my data safe?
Agents run on your own accounts and only access the tools they need. We log every action, avoid storing personal data we do not need and use providers that do not train on your data by default.
How much does it cost to run?
Besides development, you pay for model usage and hosting. For most small businesses that is a modest monthly cost; we estimate it before building and add limits so it never surprises you.
Will it publish or send things without my approval?
Only if you want it to. By default, anything public (posts, emails, replies) goes to a review queue where you approve it with one tap.