Use case
Finance Ops Bot
A bot for invoices, approvals, and reconciliation prompts with strong controls: policy grounding, safe actions, and auditability built in.
Operating context
- Invoices and requests arrive in multiple formats and channels
- Approval boundaries vary by amount, vendor type, and policy
- Reconciliation needs traceability, not “black box” actions
- Risk: exposing confidential details or making irreversible changes
Solution flow
- Request intake with policy routing and identity checks
- Grounded answers: payment status, invoice requirements, exceptions
- Approval flows: explicit confirmation, logs, and handoff packets
- Reconciliation prompts: explain mismatches and propose next actions
Target KPI
Approval flow completion quality
Target KPI
Audit trail completeness
Target KPI
Exception handling accuracy
Target KPI
Cycle-time reduction without risk
Outcomes board
- Fewer back-and-forth threads for standard finance questions
- Approvals stay controlled, explicit, and logged
- Reconciliation becomes explainable and structured
- Clear visibility into exceptions and bottlenecks