No. AI prepares the decision. Your credit officers approve it, with four-eyes control, approval matrices and a full audit trail.
Asia · AI lending agents
AI lending agents for banks, by role, with credit officers approving every decision
Agentic AI that does the work around the loan, grounded in your own borrower records, logged and permissioned, on the AI model your bank chooses.
In brief
Agentic AI for lending is a set of roles, not one chatbot
In a bank, the work around a loan is done by different people: someone reads the documents, an analyst writes the credit memo, a relationship manager keeps the client informed, a monitoring team watches the book and a collections team chases arrears. Covenant Desk's AI banking agent follows the same split, with a Copilot that coordinates the specialist roles for staff.
Every role works on your real borrower record and within the permissions of the person using it. The AI prepares; a credit officer approves. Nothing is sent to a borrower or written to a record without a person's confirmation where the record is changed.
Asia
Six roles, one record
- 01
Document agent
Reads financial statements, bank statements, certificates, HKID and business registration documents. Each figure is linked to its page and line, and low-confidence extractions go to a review queue for staff correction.
- 02
Intake agent
Parses inbound email and attachments into structured applications, and captures WhatsApp enquiries as structured lead records that keep the source channel.
- 03
Credit analyst agent
Builds and edits client profiles, summarises the file and prepares the credit memo and facility letter from your templates. On each profile it writes a scored risk analysis with grade, factors and recommendations, kept separate from the rules-based score.
- 04
Monitoring agent
Watches the accounts you choose and raises early-warning flags for officer review.
- 05
Collections agent
Drafts overdue and repayment notices from the loan's own figures for staff to send.
- 06
Staff assistant (Copilot)
Answers staff questions in plain language, looks up borrowers, ranks risk and lists overdue notices. For administrators it proposes edits that need explicit confirmation and are logged with before and after previews.
Covenant Desk
The controls around every agent
All of this is available, built to your operation and delivered as part of the implementation.
- 01
Credit officer approval
AI prepares the decision. Your credit officers approve it, with four-eyes control, approval matrices and a full audit trail.
- 02
Permissioned
Each agent works within the permissions of the person using it, on that person's real borrower records.
- 03
Logged
Every action and every AI call is recorded against a named user and timestamp.
- 04
Masked
Identifiers are masked before any AI call.
- 05
Your model
Use your own model, a private model that runs in your environment such as Minima AI, or a managed provider connection. Switch AI off whenever you decide.
- 06
Confirmed edits
Any edit the assistant proposes to a record needs explicit confirmation and is logged with before and after previews.
- 07
Review queue
Low-confidence document extractions go to a queue for staff correction before approval.
Evaluation
Questions to ask any vendor selling AI agents for lending
- 01
What does each agent actually do?
Ask for the list of actions per role, not a description of intelligence.
- 02
Who approves?
A named credit officer should approve every decision, with approval limits and a second-person check.
- 03
What is logged?
Every action, every AI call, the user, the time and what changed.
- 04
Which model, and can we choose?
Ask whether the bank can supply its own model, run a private one in its environment or switch AI off.
- 05
What does the model see?
Identifiers should be masked before any call, and access should follow the user's permissions.
- 06
Can the AI change a record by itself?
Any edit should need an explicit confirmation from a person.
FAQ
Questions banks and lenders ask
The one your bank chooses: your own model, a private model that runs in your environment such as Minima AI, which Covenant Desk distributes, or a managed provider connection. You can also switch AI off.
Yes. Every action and every AI call is logged against a named user and timestamp, and edits show before and after previews.
Agents work on your borrower records at the time of the request, within the permissions of the user. Identifiers are masked before any AI call.
We map the controls to the HKMA and MAS expectations on AI in banking for your own assessment. See our notes on the HKMA ART framework and the MAS AI risk management guidelines.
Related
More for banks and lenders in Asia
- Loan origination system for banks and lenders in Asia
- Loan management system for banks and lenders in Asia
- The AI lending system for banks across Asia
- Custom lending software, built around your process and integrated with your systems
- An AI lending system that runs beside the core banking system you already have
- Deployment, data residency and AI governance, answered before your vendor review asks
- AI lending system across Asia
- Loan origination system, Hong Kong
- Loan management system, Hong Kong
- Briefing: HKMA ART framework and agentic AI in banking
See it on one of your own loans.
We set up a personalised demo around your own products and workflows, then your team tries it before you decide.
Book a personalised demo