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Latest articles on AI automation, open source and digital transformation.

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Process consulting or implementation? Who actually builds something after the workshop

Process consulting vs. implementation: a consultancy delivers a concept, an implementer delivers a working agent. One process on both paths, plus three questions that expose the difference.

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Process consulting or implementation? Who actually builds something after the workshop

Automation without vendor lock-in, and how to spot it in a proposal

An AI agent in a hospital can be GDPR compliant without living in your own data centre

Automating hospital processes: where the model computes, and when your own hardware pays for itself

How to connect two systems that have no interface, and why the third one costs less than the second

The requirements for process automation fit into a single afternoon

How long automation implementation takes, walked through one working week

Automating invoice verification in wholesale starts with the order confirmation

Wholesale process optimization starts where the margin leaks

How to automate order entry at a freight forwarder, walked through one transport order

Where freight forwarders lose hours every day, and which processes are worth automating

Make, Zapier or a custom solution, and who maintains it afterwards

Subscribe or buy your automation? Run the numbers over three years

What does process automation cost? Four things set the price, and none of them is the technology

What to clarify before automating customs and export paperwork

Rules That Live Only in Your Shipping Manager's Head, and What an Automation Can Do With Them

Why Unwritten Commercial Rules Decide What Your Automation Costs

The order confirmation nobody owns

The Checks Your Back Office Makes in Its Head Are in No Written Procedure

How Much Control You Keep When Orders Are Created Automatically

Your invoice matching never checked whether the goods arrived

Is Automating the Returns Process Worth It for a Wholesaler?

Discontinued items stay in your item master, which is why the order still goes through

What an order intake automation actually takes over

Your order automation is quoting list price to customers who negotiated something else

Partial Deliveries Decide Whether Your Order Automation Pays Off

What to Clarify About Traceability Before Automating Your Delivery Process

Why Data Quality Drives the Price of an Automation More Than the Software Does

Master Data Decides Whether Order Automation Pays Off

84 duplicate customer numbers, and 61 of them were archived on one side

Do Your Master Records Have to Be Clean Before You Automate?

What has to be decided before you automate cross border orders

Webhooks do not arrive in the order they were sent

What Belongs in the Acceptance Test So Silent Failures Show Up

Who Owns Your Automation When the Colleague or the Contractor Leaves

What to Settle Before You Automate Order Confirmations and Invoices

Why Document Processes Cost More Than Data Processes, and When They Still Pay Off

What Automated Payment Reminders Take Off Your Desk and Where They Still Need a Decision

Someone asks for all their data. Does your automation know where it is?

How to tell whether an automation was built to be reliable

You're testing your automations in production, and your customers find out first

What Makes Connecting a Legacy System Expensive When It Only Produces Files

Why automatic retries make outages worse, not better

If your team double-checks every automated task, you automated nothing

What Happens to Your Automation After Sign-Off, and Who Is Responsible

How to Tell Whether an Automation Would Even Notice a Silent Error

Your worst data breach won't come from a hacker. It'll come from your own workflow.

There is no undo button: what happens when your automation dies halfway through

Don't automate the human out. Automate everything around them.

The 40-second cliff: how execution timeouts create duplicate records

Why every serious automation needs a queue

Who Maintains the Automation When Something in Your Company Changes

How to Notice an Automation Has Stopped Before a Customer Calls You

Who builds your automation? The decision that outlives the tool

What to settle about data protection before you automate a process with personal data

Decide Who Counts as the Same Customer Before You Automate Your CRM

HTTP 200 does not mean it worked

How to Tell Whether an Automation Proposal Takes Data Protection Seriously

The lost update: when two automations overwrite the same record

Why a File Export Costs More Than a Proper Interface

When no-code becomes the expensive choice: the line where real code wins

The last 20 percent: why half-automating a process can cost more than not automating at all

Who Carries the Cost When an Automation Runs Out of Control

What to Settle About Your Data Flow Before You Commission an Automation

Your systems are drifting apart, and nobody is reconciling them

Before you automate anything, ask what a mistake costs

The most dangerous setting in your automation is "continue on error"

Where your API keys actually live, and who can see them

Someone renames a dropdown, and your automation dies without a sound

HTTP 429: the error that makes your automation lie to you

Most no-code automations have one environment, and it is production

Your automation only sees the first 100 records, and nobody notices

Your most sensitive data is sitting in the logs, and nobody has a plan to delete it

Real-time or batch? Most of your automations don't need real-time

Zombie workflows: the automations nobody ever turns off

Self-hosting n8n in production: what the docs leave out

The kill switch: every production automation needs a clean way to stop

Timezone bugs: why your production automation crashes at 3 AM on a Sunday

Your no-code webhooks are public endpoints (and you probably don't know it)