Workflows & AI assistance
- Excel, Power Query and VBA
- Power Automate
- Process automation
- Prompt engineering and reviewed AI workflows
A testable workflow with defined inputs, human approvals and exception handling.
Your technical requirement becomes verifiable development steps. Developers, cloud architects and automation specialists for your systems. We establish the stack, responsibilities and project phase before defining a search.
A workflow works while the same person repairs every export. When columns, permissions or source data change, errors go unnoticed or processing stops.
We separate the business rule, technical processing and approval. Automation follows a traceable test case. Interfaces, data types, execution environments and licensing requirements are agreed with your IT team.
A successful run is insufficient. Missing files, duplicate records, invalid values and repeated execution also need tests. Critical exceptions are escalated for a decision instead of being silently processed.
Choose the area whose outcome is closest to your initiative. Its detail page connects capabilities, relevant roles and tools.
Evaluate AI capabilities against a defined problem.
Automate recurring work with controlled exception handling.
Turn business requirements into maintainable software.
Expose defects and quality risks before release.
A testable workflow with defined inputs, human approvals and exception handling.
A scoped implementation with acceptance cases, documented interfaces and handover.
What does each tool contribute to the task? The detail pages connect assignments, roles and outputs.
This sample makes decisions and their consequences visible. Project-specific business rules are agreed before delivery.
Toggle preparation steps individually. Trace each incoming record into the result or the exception list.
Enable JavaScript to explore filters and calculations. The explanation is available below this example.
Role profiles describe responsibilities and requirements. Actual people and availability are established through a search.
Build traceable recurring file imports and transformations.
Explore the role ↗Turn manual Excel workflows into maintainable macros with controlled interaction.
Explore the role ↗Develop queries, data structures and processing steps for reliable datasets.
Explore the role ↗Implement file processing, interfaces and recurring analysis as maintainable scripts.
Explore the role ↗Turn approvals and system handovers into documented workflows.
Explore the role ↗Separate a manual workflow into rules, automated steps and human decisions.
Explore the role ↗Connect your task to relevant capabilities. A tool selection narrows the working environment; the results explain each professional connection.
The professional connection becomes clear through tasks and possible outputs.
Build traceable recurring file imports and transformations.
Refreshable queries with defined schemas and documented transformations.
Turn manual Excel workflows into maintainable macros with controlled interaction.
Documented workbook with input validation and restart instructions.
Develop queries, data structures and processing steps for reliable datasets.
Versioned SQL scripts with traceable joins and verifiable results.
Capability profiles for orientation. An individual’s suitability is assessed against the search brief.
Refine the selection ↗A capacity gap does not always require a permanent role. Choose a model by responsibility, duration and desired outcome.
Which initiative in Software & hardware development is blocked, what expertise is missing and what should your team own afterwards?
Versioned queries, scripts or flows with documented inputs
You can leave undecided details open. Non-confidential information is enough for initial contact.
Selected model: Project support
Discuss these requirements ↗View this model and its responsibilities ↗We clarify the task, priority and outstanding requirements with you.
Relevant experience is assessed against the assignment. Open questions and working parameters remain visible.
You decide through specialist discussions. Capacity, terms and responsibilities are agreed.
Access, the first milestone, contacts and handover are established.
Timing depends on suitable availability, selection, agreement and access. For urgent needs, separate essential initial work from later tasks. A binding start date is confirmed for the specific assignment.
Short answers for your next step. We can work through your specific situation together.
Discuss my question ↗Developers, cloud architects and automation specialists for your systems. We establish the stack, responsibilities and project phase before defining a search.
Yes, if inputs, outputs and ownership can be defined. We agree which parts stay with your team and how acceptance is assessed.
The profiles describe capabilities and typical assignments. Actual people, availability, terms and engagement are assessed for your specific need.