01
AI agents & automation
Agents, workflows and integrations that research, sort, prepare and document — you review and decide.
Agency·Process automation with smart tools
we automate what holds you back.
Agents, automations and tools that take real work off your plate — built to fit your workflows, transparent, and if you want it, running on your own hardware — for more time in real life!
get in touch
Leipzig studio · agents at work
AGENT_LOG[WORKING]
agent-operations.log
LIVE
10:42:01[RECV]Job from Telegram: build_weekly_report(q3_sales)
10:42:02[PLAN]Planning three steps: pull the numbers, condense, build the report.
10:42:04[TOOL]db.query('SELECT SUM(total), region FROM orders WHERE quarter=3')
Still running: sorting the inbox, tidying up the docs.
What we build
From the first idea to the finished tool
We step in where manual work slows you down, knowledge and files are scattered, or a new digital service needs to take shape. We help you work out what you can hand over to the machine!
02
Product development
From the problem and the pain through a prototype to a robust application: strategy, UX and development in one team.
03
Workshops & empowerment
We turn possibilities into concrete use cases, build the first workflows together and make your team more efficient, smarter and better informed.
State of the art
Tools with a finger on the pulse
We work with the same tools, the same mindset and the same care we use to build dreammachine and kulturradar — and point them at your needs.
Autonomous agents
Need an OpenClaw or Hermes agent that researches, decides and gets things done on its own? We build those.
Business automation
Want to automate your workflows — from quotes to accounting to customer requests? We find the spots where it actually pays off.
Local AI on your own hardware
Curious about AI models that run entirely on your own hardware — so your data never leaves the building? We make that happen.
From our workshop
Agent Operations Wall
A look at agents while they work — and at the chat you brief them in.
Claude Code over Telegram
working
n8n automation as a service
working
Hermes — the research agent
working
OpenClaw — task automator
working
Social media engine
working
Claude Code Bot
working right now
Today
0:14
Build me a weekly report from the Q3 sales numbers.
10:42
Claude Code Bot
On it: pulling the Q3 numbers, summarising them by region and building the report.
10:42
Claude Code Bot
✅ Report built — revenue summarised by region, outliers flagged, sources linked.
PDF
weekly_report_q3_2026.pdf
1.2 MB · PDF document
10:43
Carrying straight on with tidying up the invoice folder — I'll ping you when that one's through.
10:43
agent-operations.log
LIVE
10:42:01[RECV]Job from Telegram: build_weekly_report(q3_sales)
10:42:02[PLAN]Planning three steps: pull the numbers, condense, build the report.
10:42:04[TOOL]db.query('SELECT SUM(total), region FROM orders WHERE quarter=3')
10:42:07[DATA]1,420 rows in — summarising by region.
10:42:10[BUILD]pdf.render('report_q3.html', data)
10:42:12[DONE]Report built: weekly_report_q3_2026.pdf
10:42:13[NEXT]Sent to Telegram. Next job running: sorting the invoice inbox.
Still running: sorting the inbox, tidying up the docs.
our philosophy
Start small, build cleanly, transfer knowledge
We first test whether automation genuinely helps and make both impact and limits visible, start with small prototypes and keep checking back with you. That way you steer exactly what you get — for every use case and every budget.
01Step 1
Understand
We look at people, data, systems and friction in the real workflow.
02Step 2
Test
A small, testable prototype shows early whether an idea holds up.
03Step 3
Build
We implement transparently, modularly and around your infrastructure.
04Step 4
Embed
Documentation, training and clear ownership keep you independent.
The team
different perspectives — one direction
Strategy, architecture and design work together from day one — from the first concept to the running product.
Design & UI/UX
Sascha Geddert
VFX artist and game designer. Translates complex systems into clear, visual experiences.
Architecture & Business Operations
Simon Johanning
Computer scientist through and through. Builds the stable modules that products and automations grow on — and keeps the shop running.
Concept & business strategy
Alex Herrmann
Game producer and entrepreneur. He knows how to design complex software projects from scratch and how to lead the teams that carry them to success. He has also built several companies and knows their structural and communication pain points.
Extended team
Stefan Wetzig
Senior developer
Sven Laschinski
Engineering & infrastructure
Stefanie Haubold-Duchow
Junior developer
A few of our happy customers
- URwaldkiez
Next steps
Tell us what's holding you back — together we'll clear it out of the way
We listen, ask the uncomfortable questions and show what is realistically possible with your budget and systems.