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Alternative credit scoring
Alternative credit scoring is a model that estimates credit risk with data beyond the credit bureau history, such as utility payments, phone top-ups, account activity or the use of digital channels. It helps assess people with a thin credit file. In Ecuador, each data source needs a valid legal basis under the LOPDP.
Data and decisions
AML (anti-money laundering)
AML (anti-money laundering) is the prevention of money laundering and the financing of crimes: policies, transaction monitoring and reports that surface unusual operations. In Ecuador, financial institutions, including savings and credit cooperatives, are obligated entities that must report suspicious operations to the Financial and Economic Analysis Unit (UAFE).
Identity and fraud
Attack surface
The attack surface is the set of points through which someone could get in or cause harm: web and mobile apps, APIs, exposed servers, credentials, vendors with access and people who receive email. Every new digital channel expands it. Knowing it and keeping its inventory current is the first step to deciding what to protect first.
Offensive cybersecurity
Credit origination
Credit origination is the process that runs from a loan application to its approval and disbursement. It covers data capture, identity validation, repayment capacity analysis, the decision and the signing. When every step is recorded, the institution can answer the applicant faster without losing control over risk.
Origination and service
Credit pre-assessment
Credit pre-assessment is the first review of an application: it organizes the information, checks documents and flags inconsistencies before an analyst decides. With AI support, the system assembles the file and proposes a reading of the case, while approval stays with a person in the risk area or on the credit committee.
Origination and service
Early delinquency
Early delinquency is the delay in the first days after a due date, when the installment can still be settled with a reminder or a simple arrangement. Handling it in time keeps the obligation from aging until it becomes past-due portfolio, and it usually costs less than recovering it later.
Smart collections
Embedded finance
Embedded finance means financial services, such as credit or insurance, offered inside a non-financial company's platform at the moment the customer needs them. One example is the financing offer that appears at checkout in an online store. The financial institution behind the product remains responsible for risk, identity and compliance.
Origination and service
Identity impersonation
Identity impersonation is fraud in which someone uses another person's data or documents to open an account, apply for a loan or move money in that person's name. It is addressed at onboarding and before disbursement, with document validation, liveness detection and device and behavior signals.
Identity and fraud
KYB (know your business)
KYB (know your business) is the verification of a business customer: legal existence, representatives, shareholders, ultimate beneficial owners and economic activity. Before opening an account or approving a business loan, the institution confirms that the person signing has authority to do so and that the ownership structure does not hide money laundering or fraud risk.
Identity and fraud
KYC (know your customer)
KYC (know your customer) is the set of controls a financial institution uses to verify who its customer is and where their funds come from. It covers identity validation, the transaction profile, the declared economic activity and periodic updates of that information. It is the foundation of anti-money laundering work.
Identity and fraud
Liveness detection
Liveness detection is the check that a real, present person is in front of the camera, rather than a photo, a recorded video, a mask or an AI-generated face. It is used together with face matching against the ID document. In Ecuador, biometric data is sensitive data under the LOPDP.
Identity and fraud
LOPDP (Ecuador's data protection law)
The LOPDP is Ecuador's Organic Law on Personal Data Protection, published in the Official Registry on May 26, 2021. It governs how personal data is collected, used, shared and protected, recognizes the rights of data subjects and sets up a supervisory authority, the Superintendency of Personal Data Protection.
Offensive cybersecurity
Offensive cybersecurity is the practice of testing an organization's systems with an attacker's techniques, under defined authorization and scope, to find weaknesses before someone exploits them. It includes penetration tests, attack simulations and continuous review of exposure, with prioritized findings and support during remediation.
Offensive cybersecurity
Open finance
Open finance is the model in which customers authorize their financial institution to share their data with third parties, through secure APIs, so they can receive other services, such as consolidating accounts or getting credit based on better information. In Ecuador, that exchange must comply with the LOPDP, especially its consent and purpose rules.
Data and decisions
Operational traceability
Operational traceability is the ability to reconstruct what happened in each case: who did what, when, with which data and with what result, including the actions of automated and AI systems. It lets you answer audits, customer complaints and supervisor requests with evidence instead of memory.
Technology operations
Pentesting (penetration testing)
Pentesting, or penetration testing, is a controlled and authorized attack on an application, a network or a service to confirm which vulnerabilities can actually be exploited. It ends with a report that includes evidence, risk level and recommendations. A financial institution should repeat it after every relevant change to exposed systems.
Offensive cybersecurity
Portfolio segmentation
Portfolio segmentation is the grouping of loans or customers by days past due, amount, product, payment history and preferred contact channel. It lets you give each group its own collection strategy, with messages, timing and escalation levels that fit its risk and its relationship with the institution.
Smart collections
Probability of payment
Probability of payment is an estimate, based on historical and behavioral data, that a customer will meet an obligation within a given period. In collections it helps decide whom to contact first, through which channel and with what offer. Like any model, it is recalibrated with the actual results of each period.
Smart collections
Synthetic identity
A synthetic identity is a fake identity built from real and invented data, for example a valid national ID number combined with a different name, another date of birth and an email created for the occasion. It is hard to detect because no victim complains; it usually surfaces when you cross-check sources and review the inconsistencies between them.
Identity and fraud
Voice biometrics
Voice biometrics is the verification of a person through the characteristics of their voice. In a contact center it authenticates customers while they talk, without a long list of security questions. Because AI can imitate a voice, it is wise to combine it with other signals and to treat it as sensitive data under the LOPDP.
Identity and fraud

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