Separate rules from interpretation
Adding a completed web enquiry to a CRM is a rule-based integration. Understanding the intent of a free-text email involves interpretation and may justify AI. Confirming a booking requires actual availability; a model cannot replace that check.
For a service business in Estepona or Marbella, describe the task and its most common exception first. Choose the technology afterwards.
Choose a small, observable process
Compare frequency, manual time, the consequences of an error and access to your tools. A frequent task with accessible data is usually a simpler pilot than a workflow with many exceptions and closed systems.
- Input: a form, email or example document.
- Output: a record, draft or task a person can check.
- Owner: someone who reviews errors and exceptions.
- Boundary: actions the system must not take on its own.
What drives the cost of AI automation?
Costs depend on integrations, data quality, permissions, volume and testing. A proposal should separate development, subscriptions or usage, hosting and maintenance. A fixed price without a defined scope would not be reliable.
When comparing proposals, ask what happens if an API fails, how the error is recorded and who is notified. Define provider costs and ownership of accounts and credentials as well.
How to judge a pilot
Test complete, incomplete and duplicate inputs, plus a connection failure. For AI, include questions that the approved sources cannot answer: the system should recognise limitations and allow review.
Measure comparable work before and after: manual time, corrections and processed requests. We do not promise a savings percentage without measuring your workflow. Our demo simulates steps locally; it does not run real integrations or use an AI model.
A PRACTICAL STARTING POINT
Bring these answers to your first conversation.
- Which specific task do we repeat, and how long does it take?
- Which error would be unacceptable?
- Do we have authorised access to the tools and data?
- Which tests must a pilot pass before expanding?
Share the current workflow and a fictional example rather than confidential records. We can agree access and data handling before reviewing sensitive information.
Discuss your project