AI Lending Agent

An AI Lending Agent runs the loan flow end to end: application intake, verification, decisioning, offer, and funding, holding at the gates that need a person. It runs the flow; your team owns the credit calls.

Tecla builds it inside your environment and runs it, wired into the loan origination, credit, and verification systems your team already uses.

The shift underway

Lending is moving online and automating the flow between application and funding, because every manual handoff is a day a borrower can spend with a faster lender. The numbers show how fast that shift is going.

80k–750k

of credit risk organizations expect to implement generative AI within a year.

Source: McKinsey

$37B

projected size of the digital lending market by 2031, up from $10B in 2025.

Source: LendFoundry

days→min

decision times when the lending flow is automated, from days of manual review.

Source:

How it works

Inside the agent

A loan moves through intake, verification, decision, offer, and funding, and each handoff between systems is where days get lost. The agent runs the whole flow end to end, holds at the gates that need a person, and keeps a record of each step.

01

Application Intake

Captures the borrower's data and consent once and structures it, so the application starts clean without re-keying across systems.

Takes the application
02

Verification

Pulls and reconciles bureau, income, identity, and bank data, and flags mismatches, so the file is verified before a decision is made.

Verifies the file
03

Decisioning

Applies your credit policy to clear the straightforward approvals and declines, and routes exceptions and borderline files to an underwriter.

Runs the decision
04

Offer & Disclosures

Generates the offer, terms, and required disclosures on approval, formatted and compliant, ready to send to the borrower.

Builds the offer
05

Funding & Record

Moves the loan to funding on acceptance, updates the origination system, and logs every step for an auditable trail.

Closes the loop

Human in the loop

The agent runs the routine steps, but it holds at the gates that matter: an underwriter clears policy exceptions, a person approves the offer, and funding waits for sign-off. Nothing irreversible happens in the loan flow without that approval.

Scoped to you

This is a typical lending build. The exact steps are scoped to how your firm runs: the products in scope, your credit policy, the verification data you use, and where a person must approve.

See what this would look like built around your portfolio operation.
How it reaches production

Built, run, and owned, one phase at a time

A lending tool that runs a clean test loan can still stumble on the messy, exception-heavy files that fill a real pipeline. A scoped brief, a named team, and someone accountable at each stage are what carry this one into production.

Sprint

Scope, fixed price

We map your lending flow, the products and systems it crosses, and the gates that need a person, then return a plan and a price before you commit.

AI Solutions Lead
Build

Built into your environment

Senior engineers assemble the lending flow inside your environment, wired into your loan origination system, bureaus, and verification data sources.

AI Systems Lead
Run

Monitored and improved

The agent adapts as your products and policy change, and we report against the metrics set at scope: time to decision, time to funding, staff hours per loan.

Systems Lead + Engineers
Own

Yours, improving

The system is yours to keep, and it stays current as your products and credit policy change rather than hard-coding a flow that ages out of date.

Your team

A build starts with a fixed-price Tecla Sprint that scopes and prices it before you commit.

‍ Book a scoping call
How it holds up

Reliable enough to run real loan volume

A lending step done wrong means a mispriced loan or a compliance gap, so the agent is built to hold rather than guess. What makes it safe to run is the structure around it: what it can process, what a person approves, and where it stops.

Reviewed by trajectory

Every step leaves a trail

Each step of the loan flow is logged as it happens, decision, offer, funding, so the whole file is auditable and adverse-action ready without reconstructing it later.

Human in the loop

It holds at every gate

The agent completes the routine steps but stops at policy exceptions, the offer, and funding, where a person signs off before the loan proceeds. Judgment on credit stays human.

Tuned over time

It keeps up with your policy

As your products, pricing, and credit policy change, the agent is kept current, so the flow runs on the terms you offer now, not a stale configuration.

Start the build

Run the loan flow, keep the credit calls

A scoping call maps your onboarding chain and returns what the agent would handle end to end, what escalates to your team, and the fixed-price Sprint to build it.

Fixed-price AI Systems Sprint. No commitment until scope is confirmed.

What lending leaders ask first

What is an AI lending agent?

An AI lending agent runs the loan flow end to end: application intake, verification, decisioning, offer, and funding, holding at the gates that need a person. Tecla builds and operates the lending AI agent inside your environment, so loans move from application to funded faster while an underwriter owns the credit calls and exceptions.

How is an AI lending agent different from a loan origination system (LOS)?

An LOS is where the loan is recorded and tracked; the agent does the work that moves it through. It runs intake, verification, and decisioning across the LOS and your data sources rather than leaving those steps to staff. Tecla builds this lending automation as a layer over the origination stack you already run, not a replacement for it.

Does the AI lending agent approve or fund loans on its own?

No. The agent runs the routine steps but holds at the gates: an underwriter clears policy exceptions, a person approves the offer, and funding waits for sign-off. Digital lending AI handles the flow; the credit decision and accountability stay with your team.

How does the lending agent keep the process compliant?

Every step of the flow is logged as it happens, and decisions carry reason codes, so the file is auditable and adverse-action ready. The agent enforces your policy consistently across every application, which is where manual, uneven lending creates regulatory exposure.

What does Tecla's lending build cover?

Tecla scopes the build to your firm: the products in scope, your credit policy, the verification data you use, and where a person must approve. Built as AI for lending across consumer or commercial products, it runs inside your environment and Tecla operates it, updated as your products change.

What loan products can the lending agent handle?

Consumer, SME, and commercial lending flows, using bureau, income, identity, and bank data, applying lending automation consistently across each product in scope. The build maps the loan flow your team actually runs, including where exceptions route to a person.

How is borrower data kept secure?

The agent runs in your environment, integrated with your systems, under your own access rules. Borrower and bureau data stays within the boundaries your firm already answers to, and you own and control the system Tecla operates.

How long does a lending build take?

A build starts with a fixed-price Tecla Sprint that scopes and prices it before you commit. The Sprint maps your products, policy, data sources, and approval gates, so the lending AI agent that follows fits how your firm actually lends.

We have a lending operations team already. Where does the agent fit?

The agent runs the repetitive intake, verification, and routing so the team spends its time on credit judgment and exceptions, not moving files between systems. Tecla builds and operates it alongside them, holding at every gate that needs a person.

How do we get started with Tecla?

A scoping call maps your lending flow and returns what the agent would run, how success is measured, and the fixed-price Sprint cost. Book a scoping call with Tecla to start.

Have any questions?
Schedule a call to discuss in more detail.
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