AI Business Automation

Map the process you want to improve

Write down the trigger, inputs, decision points and expected outcome. For example, an enquiry may need validation, routing to the correct team and a follow-up reminder. Decide what must be approved by staff before any external message or record change happens.

Possible workflow components

• Form-to-CRM routing and internal notifications.
• Scheduled reminders and follow-up tasks.
• Data transfers through APIs and webhook events.
• AI-assisted categorization or drafting with review where required.

Build for exceptions as well as successful runs

Duplicate events, missing fields and third-party outages need defined handling. We agree how retries work, which failures notify staff and who can pause a workflow. Avoiding unnecessary automation is part of the scope: a process with frequent judgment calls may still need a person at key points.

How to evaluate an automation project

Choose one process and describe the current manual steps before expanding. Success can be measured through completion rate, fewer duplicate entries or less manual handling, using a baseline you supply. We do not assume a fixed time-saving or revenue result. Provider subscriptions, model usage and maintenance are agreed separately.

Example brief: Form-to-team follow-up

Map how a validated enquiry reaches the correct team and creates a follow-up task. Specify how duplicate events are handled and who sees a failed run. If AI suggests a category, decide whether staff approve it before the workflow continues. Include a way for an authorized person to pause or override the workflow.

Discuss your requirements

Share your requirements so we can discuss scope, responsibilities and a suitable approach.