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Glossary

AI Finance Glossary

Plain-English definitions of AI, accounting, and SaaS-finance terms.

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Categories

AllAccounting & BookkeepingAccounting Practice SoftwareAP AutomationAudit & ComplianceBusiness BankingCap Table & EquityCFO PlatformContract ManagementExpense ManagementFinancial Data & APIFinancial ReportingFP&A & ForecastingGlobal PayrollInsurance & RiskInvestment ManagementInvoicing & ARLending & CreditPayments InfrastructurePayrollPersonal BudgetingProcurementRevenue FinancingRevenue RecognitionSaaS BillingSales Tax & ComplianceTax FilingTax Filing PersonalTreasury Management

A

ADA Compliance

Adherence to the Americans with Disabilities Act prohibiting discrimination and requiring reasonable accommodations.

PayrollAudit & Compliance

AI Hallucination

AI model generating confident but factually incorrect or fabricated information not grounded in reality.

Financial Data & APIAudit & Compliance

AML

Anti-Money Laundering — a framework of laws, regulations, and procedures designed to prevent criminals from disguising illegally obtained funds as legitimate income.

Audit & ComplianceBusiness Banking

ASC 606

The GAAP revenue recognition standard requiring a five-step model to determine when and how to recognize revenue from customer contracts.

Revenue RecognitionAudit & Compliance

Anti-Bribery Compliance

Corporate program and legal framework preventing improper payments to government officials and commercial counterparties.

Audit & ComplianceGlobal Payroll

Audit Trail

A chronological record of all user actions, system events, and data changes in a financial system, providing a traceable history for auditing and investigation.

Audit & ComplianceAccounting & Bookkeeping

B

BSA (Bank Secrecy Act)

U.S. primary anti-money laundering law requiring financial institutions to assist in detecting and preventing financial crimes.

Audit & CompliancePayments Infrastructure

Basel III

International banking regulatory framework strengthening capital requirements and risk management for banks post-2008 crisis.

Audit & ComplianceLending & Credit

Beneficial Ownership

Identification of natural persons who ultimately own or control a legal entity above a defined ownership threshold.

Audit & CompliancePayments Infrastructure

C

CDD (Customer Due Diligence)

Process of verifying customer identity and assessing risk before and during a financial relationship.

Audit & CompliancePayments Infrastructure

COSO Framework

Internal control framework published by the Committee of Sponsoring Organizations used for assessing and improving organizational controls.

Audit & ComplianceFinancial Reporting

Conflict of Interest

Situation where personal interests or competing loyalties may improperly influence professional judgment or decision-making.

Audit & ComplianceFinancial Reporting

D

Differential Privacy

Mathematical framework adding noise to data or model outputs to provide formal privacy guarantees.

Financial Data & APIAudit & Compliance

Dodd-Frank

U.S. financial reform law enacted in 2010 expanding regulation of financial institutions, derivatives, and consumer protection.

Audit & ComplianceLending & Credit

Due Diligence

Systematic investigation of a business or investment to verify facts and identify material risks before closing.

Audit & ComplianceCap Table & Equity

E

EDD (Enhanced Due Diligence)

More intensive customer due diligence applied to higher-risk customers, including PEPs and high-risk jurisdictions.

Audit & CompliancePayments Infrastructure

EMV Chip

Payment card microprocessor chip generating a unique cryptogram for each transaction, preventing card fraud.

Payments InfrastructureAudit & Compliance

Explainable AI

AI systems and techniques making model decisions interpretable and transparent to human users.

Lending & CreditAudit & Compliance

F

FATF Guidelines

International standards from the Financial Action Task Force setting AML and counter-terrorism financing requirements.

Audit & CompliancePayments Infrastructure

Federated Learning

Machine learning approach training models across distributed datasets without centralizing raw sensitive data.

Financial Data & APIAudit & Compliance

Fiduciary Duty

Legal obligation to act in another party's best interest, arising in relationships of trust and confidence.

Audit & ComplianceInvestment Management

G

GDPR Compliance

Adherence to the EU's General Data Protection Regulation, governing how organizations collect, store, process, and transfer personal data of EU residents.

Audit & ComplianceFinancial Data & API

I

Intelligent Document Processing

AI-powered technology combining OCR, NLP, and machine learning to automatically extract, classify, and process data from complex financial documents.

AP AutomationAudit & Compliance

Internal Controls

The policies, procedures, and practices designed to safeguard assets, ensure financial accuracy, prevent fraud, and promote operational efficiency.

Audit & ComplianceAccounting & Bookkeeping

K

KYC

Know Your Customer — the process of verifying the identity of customers and assessing their risk profile to prevent fraud, money laundering, and terrorist financing.

Audit & ComplianceBusiness Banking

N

Natural Language Processing

AI field enabling computers to understand, interpret, and generate human language from text or speech.

Financial Data & APIAudit & Compliance

P

PCI DSS

The Payment Card Industry Data Security Standard — a set of security requirements for organizations that handle cardholder data, mandated by card networks.

Payments InfrastructureAudit & Compliance

Prevailing Wage

Minimum wage rate for construction and service workers on government-funded projects, set by the Department of Labor.

PayrollAudit & Compliance

R

Retrieval-Augmented Generation

AI technique grounding language model responses in specific retrieved documents to improve accuracy.

Financial Data & APIAudit & Compliance

S

SAR (Suspicious Activity Report)

Confidential report filed by financial institutions with FinCEN when they detect potentially illegal activity.

Audit & CompliancePayments Infrastructure

SOC 2

A security audit standard developed by the AICPA assessing a service company's data security, availability, processing integrity, confidentiality, and privacy controls.

Audit & ComplianceFinancial Data & API

SOX Compliance

Adherence to the Sarbanes-Oxley Act requirements for financial reporting controls and auditor independence for public companies.

Audit & ComplianceFinancial Reporting

Sanctions Screening

Process of checking customers, counterparties, and transactions against government sanctions lists to prevent prohibited activity.

Audit & CompliancePayments Infrastructure

Segregation of Duties

An internal control principle requiring different people to handle different stages of a transaction to prevent fraud and errors.

Audit & ComplianceAccounting & Bookkeeping

T

Tokenization

Replacing sensitive payment data with a non-sensitive substitute token that has no exploitable value.

Payments InfrastructureAudit & Compliance

Transfer Pricing

The pricing of goods, services, and intellectual property exchanged between related entities within a multinational company, governed by the arm's length principle.

Tax FilingAudit & Compliance

W

Whistleblower Protection

Legal safeguards and financial awards for employees who report corporate fraud or securities violations.

Audit & ComplianceFinancial Reporting