Use cases
Use cases that work well in the mid-market.
We prioritize workflows with measurable throughput, clear completion criteria, and repeatable exception patterns.
Finance Ops
AP intake, matching, approvals, exception chasing
AR reminders, collections workflows, dispute routing
Reconciliation support and month-end preparation
Revenue assurance checks and evidence capture
Vendor onboarding and compliance tracking
Customer Operations
Ticket triage and routing
Draft + execute actions (updates, refunds workflows, follow-ups)
Knowledge base updates driven by repeated issues
Account health signals and churn risk outreach
Escalations and approvals for policy exceptions
HR Ops
Onboarding and offboarding checklists across tools
Document requests and follow-ups
Policy Q and A with controlled citations
Benefits administration and payroll exceptions
Access provisioning approvals and evidence capture
What makes a good fit
Workflow selection criteria
High volume and repetitive steps
The workflow has clear completion criteria and repeatable steps.
Exceptions with owners
Edge cases can be routed to a defined approval owner.
Evidence requirements
Each decision needs documentation that can be logged.
Common exceptions
Exception types we design around
These are the exception types we typically address first.
Missing data or documentation
Policy exceptions requiring approval
Conflicting information across systems
Unusual volume spikes or deadlines
Next step
See which workflows fit your team
We assess your workflow portfolio during discovery and recommend where to start.