Product model
How CaltAI works
Every CaltAI workflow follows the same operating loop. The workflow package changes, but the core system stays the same.
1. Signal detected
CaltAI starts when something meaningful happens in the business. This could be a closed deal, payment event, CRM stage change, new lead, client delay, missing approval, or stalled onboarding run.
The signal tells CaltAI that an operational workflow may need attention.
2. Context gathered
Before proposing action, CaltAI gathers the relevant context. This may include client data, CRM notes, email history, calendar status, documents, past runs, workflow rules, and approval policies.
The goal is not to pull every possible detail. The goal is to assemble the right context for the specific run.
3. Plan proposed
CaltAI proposes what should happen next. That plan can include draft messages, internal tasks, scheduling steps, updates, reminders, or escalation paths.
The plan is shaped by the active workflow package and the rules your team defines.
4. Human approval
At the beginning, CaltAI should not act on sensitive or client-facing work without review.
It routes proposed actions to the right person with context, reasoning, and confidence. The human can approve, edit, or decline.
5. Execution
After approval, CaltAI can execute the action. That may mean sending an email, updating the CRM, creating a task, scheduling a meeting, or recording progress.
The important point is that execution is connected to the run, not isolated as a one-off task.
6. Monitoring and replanning
The run does not stop after one action. CaltAI keeps watching what happens next.
If the client does not reply, an approval is delayed, or the handoff is incomplete, CaltAI can propose the next move.
This is the core difference: CaltAI keeps working toward the outcome, instead of stopping after the first automation fires.