Currently, much of what companies refer to as 'Artificial Intelligence' is actually just enhanced by traditional automation with a strong PR team.
Here is the reality:
- AUTOMATION follows fixed rules (e.g. synchronising a CRM system or forwarding an invoice). It is fast, reliable, and cost-effective.
- AI assists with tasks that require reasoning, understanding, or creation (e.g. summarising a 50-page contract or extracting unstructured data).
- Why is this distinction important?
Because of operational costs.
Unlike traditional software, modern AI operates on a token basis. Each request consumes computing resources. If a process is designed such that every small task is forwarded to a Large Language Model (LLM), costs can increase significantly.
The smartest companies do not deploy AI everywhere. They develop intelligent workflows:
- First, tasks are filtered through simple automation (e.g. with n8n).
- AI is only activated when human-like reasoning or understanding is actually required.
- Routine tasks are handed off to smaller, more cost-effective models to ensure economic viability.
At CAPE+coop, we are convinced: Digital transformation begins with understanding and structuring the business process – before new technology is introduced.
Don't just add AI because it's a trend. Eliminate unnecessary routine work and create space for your teams to focus on decisions that actually require human expertise.
Do you analyse your processes before introducing new AI tools?
Here is the reality:
- AUTOMATION follows fixed rules (e.g. synchronising a CRM system or forwarding an invoice). It is fast, reliable, and cost-effective.
- AI assists with tasks that require reasoning, understanding, or creation (e.g. summarising a 50-page contract or extracting unstructured data).
- Why is this distinction important?
Because of operational costs.
Unlike traditional software, modern AI operates on a token basis. Each request consumes computing resources. If a process is designed such that every small task is forwarded to a Large Language Model (LLM), costs can increase significantly.
The smartest companies do not deploy AI everywhere. They develop intelligent workflows:
- First, tasks are filtered through simple automation (e.g. with n8n).
- AI is only activated when human-like reasoning or understanding is actually required.
- Routine tasks are handed off to smaller, more cost-effective models to ensure economic viability.
At CAPE+coop, we are convinced: Digital transformation begins with understanding and structuring the business process – before new technology is introduced.
Don't just add AI because it's a trend. Eliminate unnecessary routine work and create space for your teams to focus on decisions that actually require human expertise.
Do you analyse your processes before introducing new AI tools?