A stateful intake agent that takes each applicant from first question to a pre-qualified hand-off
An agent that runs the whole loan enquiry as a guided journey — collecting documents step by step, remembering where each applicant is across days and channels, calling out to your credit and KYC checks, and handing your team only the applications that are ready — while never quoting a rate or promising an outcome it isn't allowed to.
Collects the file, step by step
A storyline walks each applicant through exactly what's needed — ID, income, statements — one step at a time, and won't move an applicant to a decision step until their file is complete. No more back-and-forth chasing a missing payslip.
Checks against your own criteria
Eligibility and document rules are evaluated as the applicant progresses, so an incomplete or out-of-policy file is caught at collection, not after it reaches an officer.
Calls your credit and KYC systems
A node hands off to your bureau, risk engine or identity-verification vendor and acts on the verdict that comes back — approve path, need-more, or decline — without a human copying data between screens.
Hands your team only what's ready
The agent runs 24/7 and only routes complete, pre-qualified applications to a loan officer. The rest it keeps moving, or declines gently, on its own.
Never quotes a rate or predicts approval
The refusal boundary is built in — the agent answers from your material and collects the file, but never states a rate, an amount or an approval it isn't authorised to. The guarantee is structural, not the model behaving.
Most lending teams don't lose time on the decision — they lose it on everything around it: chasing the payslip that never arrived, answering the same document question at midnight, and keeping track of which of two hundred applicants is on which step. That work is a process, and a process is exactly what a plain chatbot can't hold.
A loan-origination agent runs that process as a storyline — a guided intake journey it follows with each applicant. It collects the file one step at a time, won't advance an applicant to a decision step until their documents are complete, calls out to your credit and KYC systems when it needs a verdict, and hands your officers only the applications that are actually ready. Every applicant's place in the journey is saved to them, so the enquiry survives a gap of days and a switch from your website to WhatsApp.
What it does not do is as important as what it does. It never quotes a rate, states an amount, or promises an approval — the boundary is built into the agent, not left to the model's discretion — and it answers only from your own product material, never the open internet. The lending decision, and everything a regulator expects a human to own, stays with your team. The agent takes the intake off their desk; it doesn't pretend to be the underwriter.
常见问题
- Can the agent actually approve or decline a loan?
- No. The agent runs the intake — collecting documents, checking completeness and eligibility against your rules, and calling your credit and KYC systems — and routes the result. The lending decision, and anything a human or regulator must own, stays with your team. The agent never quotes a rate or promises an outcome.
- How does it remember where each applicant is?
- Each applicant's progress is saved to them, not to a chat window. Someone can start on your website, send a document over WhatsApp the next day, and the agent picks up exactly where they left off, on the right step, with the right documents already collected.
- Does it make up numbers or terms?
- No. The agent answers only from your own product documentation and policies, and a grounding guard stops it stating a figure it hasn't retrieved. Ask about a product it has no material on and it says so, rather than inventing terms.
- Can it connect to our credit bureau or KYC provider?
- Yes. A step can hand off to an external system — a bureau, a risk engine, an identity-verification vendor — and continue based on the structured result it returns, so verification happens inside the flow rather than in a separate manual step.
- Is this compliant to put in front of real applicants?
- The agent is designed to stay inside a strict boundary — it collects and routes, it does not advise, quote or decide — and every applicant's data is isolated and encrypted per person. The lending decision and regulated advice remain with your licensed team.