Leads and CRM
Capture, qualification, assignment, follow-up and CRM updates without manual steps.
Business process automation
If a process follows the same steps every time, it should not always depend on a person.
I connect tools, data and operating rules to reduce manual work, errors and idle time. AI enters only where it adds value; everything else should stay simple and reliable.
Examples
Automation should remove steps, not add another piece of software.
Value appears when an event in one system automatically triggers the right action in the others, with logs, rules and controls.
Documents and data
Data extraction, classification, archiving, notifications and synchronization between systems.
Operations
Checks, alerts, reports, approvals and recurring activities orchestrated across applications and people.
Architecture
Workflow where it fits. Code where it fits. AI only where it fits.
Integration
APIs, webhooks, databases, email, CRM, ERP and cloud services connected into one flow.
Control
Error handling, retries, logs, permissions and checks are part of the project: automation must be observable.
Targeted AI
LLMs or predictive models are used where text must be interpreted, classified, extracted or evaluated with context.
Custom software
When a visual workflow is no longer enough, critical logic moves into dedicated software components.
Method
I start from the most expensive process, not the easiest one to automate.
Map
Timing, steps, tools and ownership.
ROI
Recoverable value versus cost and risk.
Workflow
Minimum automation with proper failure handling.
Measure
Time saved, errors avoided and throughput.
Where to start
Show me the process with the most copy-and-paste today.
It is often the fastest way to identify the first automation with a measurable return.
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