AI operating concepts
Move from agents that answer to agents that operate inside bounded workflows.
AI agents become more useful when identity, data access, allowed actions, memory, and results remain attached to the same operating context.
Where work breaks down
- • Agents without real business context
- • Unclear permissions
- • Actions separated from auditability
Build it with Launch
- • Agent-enabled apps
- • Operator interfaces
- • Workflow tools
Run growth with Grow
- • Prospecting agents
- • Reply workflows
- • Pipeline actions
Connected context
Work with the systems already in your stack.
These are representative connections. UbiGrowth supports 700+ connections across business systems.
Business case
Test the business case with your own operating assumptions.
Use the ROI calculator to model lead volume, close rate, deal value, and manual workload rather than relying on a generic outcome claim.
Questions
How is an AI agent different from a chatbot?
An agent can participate in a workflow and take bounded actions, while a chatbot is primarily conversational.