Workflow and agent design
Define inputs, decisions, approvals and exceptions before automating the steps that benefit from AI.
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DESIGNED FOR REAL WORKFLOWS / 02Explore the service
BUBBLES AI / SERVICE 02
AI Automation Systems.
AI automation systems handle repeatable business work across operations, sales and support. We design them around the tools and approval steps your team already uses, with clear paths for exceptions and human review.
Discuss an automation workflowDESIGNED FOR REAL WORKFLOWS / 0201 / THE REASON
Why this matters
A workflow that works in a demo can fail on incomplete records, unusual requests or a changed upstream system. Business automation needs integration, monitoring and a way for people to recover when the automated path cannot continue.
02 / THE WORK
What we build
System integrations
Connect with existing CRM, ERP, support and internal tools where access and security requirements allow.
Fallbacks and runbooks
Give operators a clear way to review uncertain outputs, handle failures and resume work.
Working reviews
Review the system with your team during delivery using realistic cases and feedback.
03 / THE OUTCOME
An integrated automation with documented handoffs, checks and ownership for day-to-day use.
04 / QUESTIONS
Common questions
Which business processes can AI automate?
Good starting points are repeated tasks such as document intake, lead triage, ticket routing, reporting and follow-ups. The right choice depends on the rules, data and cost of errors.
Do we need to replace our existing tools?
Usually no. We first assess the integrations your current systems support.
How is this different from a basic app connector?
A connector moves data between tools. A custom automation can also interpret inputs, route exceptions and request approval when judgment is needed.