AI for the Financial Sector

Loans originated without friction, collections without strain.Your financial operation, agile and compliant.

Loan origination and pre-qualification, KYC onboarding, smart collections, and customer self-service — with compliance at every step and the final decision always in your team's hands, not the algorithm's.

-50%application abandonment
24/7origination & self-service
+30%overdue-portfolio recovery

What holds back your financial operation

In finance, friction costs customers and reactive collections cost portfolio. These are the bottlenecks in most banks, lenders, fintech, and credit unions.

Slow, paperwork-heavy loan origination

The applicant starts the process, hits forms and documents, gets no guidance, and abandons the application halfway. Every abandonment is a loan not placed.

Manual onboarding and KYC that create friction

Verifying identity and collecting documents by hand is slow and cumbersome. The customer gets frustrated and drops off right when they'd become a customer.

Reactive collections that consume resources

Handling overdue accounts late, with calls and no prioritization, takes a whole team and recovers less portfolio than it should.

Support overloaded with repetitive questions

Balances, transactions, application status, and product questions occupy officers, who should focus on advising and placing.

Portfolio without cross-sell or proactive retention

Current customers could take more products, but nobody approaches them with the right offer at the right moment. Base growth is left on the table.

Manual compliance with error risk

KYC and AML controls handled by hand are slow and error-prone, a regulatory risk that grows with volume.

AI agents for your financial institution

Connected to your core, credit bureau, and collections systems, operating with compliance and the decision always with your team.

Loan-origination agent

Captures and pre-qualifies applications, guides the customer through the process, collects documentation, and assembles the complete file so your risk team decides without friction for the applicant.

OriginationPre-qualificationLending

Onboarding & KYC agent

Collects and validates identity documents, runs KYC checks, and speeds up account opening or product enrollment in line with regulation, with no manual paperwork.

KYCOnboardingIdentity

Collections & overdue agent

Prioritizes the portfolio, reminds of due dates, negotiates dates, and makes payment or refinancing easy with a practical tone, recovering portfolio without straining the relationship.

CollectionsOverdueRefinancing

Support & self-service agent

Resolves balance, transaction, application-status, and product questions on WhatsApp 24/7, freeing officers from transactional service.

Self-serviceSupport24/7

Retention & cross-sell agent

Detects new-product opportunities based on the customer's profile and approaches retention with the right offer at the right moment, growing the existing portfolio.

Cross-sellRetentionPortfolio

Compliance & alerts agent

Supports KYC and AML controls, documents verifications, and escalates risk or fraud alerts to your compliance team with full context.

ComplianceAMLFraud

Results in your placement and portfolio

A financial institution loses business to abandoned applications, friction-heavy onboarding, and reactive collections. Automation speeds origination and protects the portfolio with compliance, always leaving the decision to your team.

Less application abandonment with guided origination
Fast, compliant, paperwork-free onboarding and KYC
Prioritized collections that recover more portfolio without strain
Officers freed from transactional service
Existing portfolio grown with cross-sell at the right moment

-50%

application abandonment

+30%

overdue-portfolio recovery

3x

faster onboarding/KYC

-40%

transactional questions to officers

Connected to your financial stack

WhatsApp BusinessCore bankingCredit bureauPlaid / BelvoIdentity verification (KYC)Payment gatewayCRMCollections system

How we implement it in your institution

01

Diagnosis & compliance

We analyze your origination, onboarding, collections, and controls, defining from the start the compliance boundaries and which decisions always stay with your team.

02

Design on your systems

We design origination, KYC, and collections on your core, bureau, and collections system, respecting your regulation and risk policies.

03

Launch

We integrate WhatsApp, your core, and your systems, test with real cases in a controlled environment, and train origination, collections, and compliance.

04

Continuous optimization

We measure abandonment, onboarding speed, portfolio recovery, and cross-sell, and tune the flows with compliance audit.

Financial sector cases

Consumer-lending company · illustrative case

The problem

High loan-application abandonment from paperwork and a slow, manual KYC onboarding.

The solution

Guided-origination agent and an onboarding agent with KYC that speeds compliant verification.

-50% application abandonment and onboarding three times faster.

Savings and credit union · illustrative case

The problem

Reactive collections recovering little portfolio and officers overloaded with balance and status questions.

The solution

Prioritized-collections agent with payment self-service and a 24/7 support and self-service agent.

+30% overdue-portfolio recovery and officers freed from transactional service.

Institutions that already automated

"We lost loan applications halfway through to paperwork. With guided origination abandonment dropped and we placed more without lowering our risk standard."

Ricardo M.

Lender credit manager

"Manual KYC was our bottleneck at enrollment. Automating it with compliance sped up our onboarding enormously."

Ana P.

Credit union operations lead

"Collections went from reactive to prioritized with self-service. We recover more portfolio without straining the member relationship."

Jorge L.

Collections lead

Free resource

Guide: speed up your origination and collections with AI and compliance in 30 days

The protocol we use to reduce application abandonment, speed up KYC, and prioritize collections in financial institutions, with compliance.

The guided-origination flow that reduces abandonment
How to speed up KYC and onboarding without compromising compliance
The prioritized collections that recover more portfolio without strain
Where the AI ends and your team's decision begins

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Financial sector's frequent questions

AI for the Financial Sector

Every abandoned application and every overdue portfolio is business your institution loses

Book a free 30-minute call. We'll analyze your origination, onboarding, and collections and tell you exactly where business and portfolio are lost — and how to recover them with compliance.