Customer details get entered again
A form, CRM and business software may describe the same customer differently. Before connecting them, we need a clear way to match the records.
SYSTEM INTEGRATIONS & AUTOMATION
The same data in different places?
Let’s connect the work.
When customer records, orders and documents move between applications by hand, the next step depends on someone remembering. I help connect existing systems so agreed data and events can trigger the right action.
Separate toolsone connected workflowA COMPARISON TO CONSIDER
WHY START NOW?
A new tool helps when the work changes too.
Electrification changed how work could be organised. A practical question today follows the same pattern: how can your CRM, ERP, calendar and AI work with the right shared information? If data still moves between them by hand, begin with a connection that removes one recurring task.
Eurostat reports that 20% of EU enterprises with at least ten employees used AI in 2025, up from 13.5% in 2024. Adoption is already under way. Eurostat, 2025 ↗
Choose your first stepWHERE THE WORK GETS STUCK
Information moves.
Its context needs to travel too.
An order changes, but the next person does not know
A status change can create a task, notification or update in another system. Ownership and the trigger need to be clearly defined.
AI sits apart from the rest of the software
An AI result becomes useful when it reaches the right workflow: a classification in the CRM, extracted data alongside a document, or a reply draft for review.
EXAMPLE WORKFLOW
An event
An enquiry, document or status change.
Data mapping
A shared identifier and the fields needed.
Processing
A rule or an assisting AI step.
Next action
A record, task or notification.
YOUR EXISTING SYSTEMS
Start with the software
you already use.
I check APIs, webhooks, imports, exports and access permissions. A connection may react to events or run at agreed intervals. Some applications have no ready-made connector; we then assess whether a custom integration or file exchange makes sense.
We agree on the authoritative source for each piece of information. Duplicate records, repeated requests, missing fields and connection failures need attention. The pilot covers normal work as well as those exceptions.
REAL WORK & A PRACTICAL EXAMPLE
InvoiceFlow
Documents, data and approvals in one journey.
The work to solve
Invoice information arrives through email and files. Transactions and the information accounting needs must connect to the same documents.
What I connected
InvoiceFlow connects invoice collection, OCR and AI data extraction, bank transaction matching and the handover to accounting.
Control and change
Users define the boundary between autonomous work and human review. Operators can review invoices with keyboard shortcuts, and the system learns from their choices.
AUTOMATION & HUMAN DECISIONS
Human approval
where the consequences matter.
Connecting systems does not automatically give every action permission to run. AI can prepare a message or data change while sending or approval stays with a person.
Access, data requirements and recovery are part of the scope. If a connection fails or an input does not fit, someone needs to know what happened and how the work continues.
SCOPE & HOW PRICING WORKS
One first connection.
Clear scope and ownership.
We can start with one data flow between two systems. We define the input, destination fields, trigger, permissions and acceptance checks. That makes the work testable.
Price depends on the systems, connection options, data preparation, exceptions and need for AI. We review licences and service costs separately, then agree on price and timing before building.
BEFORE WE START
Practical questions
Can you connect any CRM or ERP?
It depends on the actual APIs, export options, licence and permissions. I check those before committing to a solution.
Will we need to replace existing software?
I look at the existing tools first. Replacement may be justified, but it is not an automatic requirement for integration.
Does every integration need AI?
No. A well-defined exchange can use conventional automation. AI may help with interpreting or classifying text.
Show me where information
still moves by hand.
Describe the applications you use and one task you repeat between them. That is enough for a useful first conversation.
Let’s talk about connecting your systems