What does booking an approved facility involve, and why does it matter for evaluations?
Booking turns an approved credit decision into a live facility in the systems of record, and its checkable outcomes and error propagation make it a strong subject for agent evaluation.
Booking is the step where an approved credit decision becomes a live facility. A booking analyst takes the approval record, confirms the conditions have been met, and creates the facility in the loan system of record: borrower, limit, product, pricing, repayment schedule, security links and settlement instructions. Only then can servicing begin, with statements, interest accrual and direct debits.
The work looks clerical but is full of judgement. Approval terms rarely map one-to-one onto system fields. A condition precedent may still be open, a guarantor may be missing, or a pricing exception may need a second signature. The analyst has to decide whether to **book**, **hold** or **return** the file, and record why.
For evaluation teams this matters for two reasons:
- **The outcome is checkable.** Either the facility exists with the right terms and links, or it does not. - **Errors propagate.** A wrong repayment frequency becomes wrong statements, wrong arrears signals and wrong customer contact for the life of the facility.
A task pack can turn this into measurable agent behaviour: reading an approval, choosing tool actions, handling conditions, and leaving a defensible audit trail. Because MirrorFirm output is generated, buyers should still inspect how closely the records and policies are grounded and whether any disclosure risk remains.
A workflow with verifiable end states and costly downstream errors lets evaluation teams measure whether an agent can act correctly, not just sound correct.
- Audience:
- Evaluation teams
- Content type:
- Explanation
- Buyer question:
- What it is and why it matters
Content release: r-a220eb6e099b243b
Related questions
- What is loan booking and why does it matter for testing AI agents?
- How does the booking workflow map onto record links and agent tool actions?
- What does a booking error look like when an agent misses an approval condition?
- What makes recording an approved facility hard for an AI agent?
- Why is this workflow a better test for agents than question answering?
- What does booking an approved facility involve in a real lender?