Automation that carries the daily work
Most automation projects do not fail on technology but on sequence: tools are bought first, workflows patched afterwards. We turn that around: process first, then wiring, then intelligence. Classic automation handles standard cases reliably, agentic AI takes over where if-then chains reach their limits.
Process inventory
Where time disappears: we map repetitive tasks, system switches and exceptions and quantify the effort per case.
Automation design
Connect tools, build flows, handle errors: we design flows that keep running when something goes off plan.
Waves instead of big bang
One process at a time, with the saved hours measured, instead of wiring everything at once.
Why manual work stays expensive
About 60% of activities contain at least 30% that is technically automatable.
That is the core calculation by the McKinsey Global Institute. The value rarely lies in spectacular robots but in the sum of small manual steps: duplicate entries, maintaining spreadsheets, merging reports, status emails. That is exactly where we start, with reliable wiring of your existing tools.
Book a callMethodology
Four steps to running automation
Inventory processes
We document every step, every waiting time and every exception. The most frequent repetitions are the first candidates.
Connect
APIs, webhooks, platforms like n8n: we build flows that make your tools work together, without anyone clicking along.
Build in intelligence
Where if-then chains end, agentic AI takes over: classification, extraction, decision proposals, with escalation to humans.
Monitor
Monitoring, error handling, retry logic: automations that run unsupervised quickly lose the team's trust.
The content
What you get in concrete terms
Three building blocks, from inventory to running operations. Every automation goes live with error handling and measurement.
Process inventory: where time disappears
Before an automation is built, it must be clear where friction occurs and what it costs. We count cases, steps and exceptions and translate the manual work into hours.
Automations built without error handling break on the first exception and lose the team's trust.
Repetition rate
How often does the step occur and how much time does one case take? Frequency times time is the basic calculation.
Tool islands
Copying between CRM, email and spreadsheets: every island is a candidate for wiring.
Data formats
CSV, PDF, email attachments: formats determine how much effort the wiring needs.
Exception rate
How often does the standard path fail? A high exception rate needs escalation or agentic intelligence.
Proof of cost
Hours saved per week. The automation must justify its cost in operation.
Automation design: if-then meets agent
Classic automation is reliable but rigid. Agentic AI is flexible but more expensive and less predictable. We combine both: classic flows for standard cases, agentic enhancement for exceptions.
Automations still running after four weeks are the only investment that truly pays off.
Classic core
Standard cases run in stable flows: fast, cheap, auditable.
Agentic enhancement
Exceptions, misclassifications, unclear input: the agent classifies, extracts and proposes decisions.
Escalation to humans
Where uncertainty remains, a human decides. The automation hands over cleanly with context.
Error handling
Retries, alerts, logs: flows that run without error treatment lose the team's trust.
Expansion: waves instead of big bang
An automation programme is not a project but an operation. We build in waves, measure the saved hours per wave and build on trust that grows with every wave.
Programmes with wave planning reach the goal faster than one-off projects, because every wave builds on proven components.
Wave one: the most frequent case
The process with the highest frequency delivers measurable hours first.
Measure, not believe
Time per case, error rate, escalation rate. Every wave is measured in numbers.
Expand
What has proven itself is transferred to further processes. What fails gets corrected.
Document & maintain
Flows nobody understands become shadow IT. We document, maintain and train.
Your next step
Let's discuss process automation.
Tell us which tasks your team repeats and which tools are involved. We will get back to you within 24 hours with an initial view on where automation should hit first.