Input
Email, form, CRM, file, or event.
AI is worth using when it solves a concrete bottleneck: classification, summarisation, extraction, assisted generation, or simple decisions. We start from the process and the data, not from whichever model is trending.
Automation starts by mapping the process and the points where time gets lost; only then do we choose AI, APIs, or classic rules for each step.
Email, form, CRM, file, or event.
We clean and structure the data.
Classic rules or an AI model where it adds value.
Approval stays in place wherever the risk calls for it.
Update, notification, document, or other outcome.
We map the steps, data, exceptions, and approvals, then automate only the stable segments. AI is introduced where it adds measurable value and can be verified.
We sketch out the current flow.
We choose the steps worth automating.
We build a small, measurable flow.
We add validation, approvals, and logs.
We expand only after seeing results.
We connect forms, email, CRM, documents, and AI services with clear rules, logs, and checkpoints. Automation needs to be easy to trace and easy to correct.
Explore all services →Automation is estimated based on the number of connected apps, how many branches the workflow has, and the level of logic or AI involved. These tiers indicate different levels of complexity.
In the proposal we specify the integrations, the automated steps, and any external services that may generate separate monthly costs.
We clarify what can safely be automated, where human approval is required, and which external services are involved.
The goal is usually to remove repetitive tasks and reduce errors, not to blindly automate important decisions.
Yes, as long as they offer an API, webhook, or another secure integration method.
Only if the flow requires it, and only after we set the privacy and access rules.
Yes. In fact, a small pilot is often the best way to begin.
Describe the manual process that's eating up your time and the apps you use today. We identify what's worth automating, what needs to stay under human control, and where AI adds real value.
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