Financial Term Glossary

Accounts Payable (AP)

Accounts payable represents money a business owes to suppliers, vendors, or service providers.

Accounts Receivable (AR)

Accounts receivable represents money owed to a business by customers for products or services already delivered.

Agentic AI

Agentic AI refers to artificial intelligence that can proactively perform tasks, monitor business activity, identify issues, and recommend actions without requiring constant human input. Rather than simply answering questions, agentic AI acts as an active financial co-pilot that continuously watches business performance.

AI CFO

An AI CFO is software that performs many of the analytical, forecasting, reporting, and financial advisory functions traditionally handled by a Chief Financial Officer. Unlike a human CFO, an AI CFO is available 24/7 and can analyze live business data continuously to provide recommendations, forecasts, alerts, and financial insights. Frank is positioned as an AI CFO built specifically for founder-led businesses.

AI CFO Chat

AI CFO Chat is a conversational interface that allows founders and finance teams to ask questions about their business finances and receive immediate answers generated from live company data.

AI Finance Platform

An AI finance platform combines accounting data, banking data, operational systems, and artificial intelligence to automate analysis and improve decision making.

AI-Powered Financial Analysis

AI-powered financial analysis uses artificial intelligence to identify patterns, anomalies, opportunities, and risks within financial data faster than manual review.

Anomaly Detection

Anomaly detection uses AI to identify unusual patterns in financial activity that may indicate errors, inefficiencies, fraud, duplicate expenses, or operational issues.

Autonomous Finance

Autonomous finance refers to the future state where AI systems proactively monitor, analyze, recommend, and eventually execute financial workflows with minimal human involvement. Frank's long-term vision is to evolve toward this model.

Burn Rate

Burn rate is the amount of money a company spends each month beyond the revenue it generates. It is commonly used by startups and growing businesses to measure sustainability.

Business Intelligence

Business intelligence is the process of collecting, analyzing, and visualizing business data to support informed decision making.

Cash Flow

Cash flow measures the movement of money into and out of a business. Positive cash flow means more money is entering than leaving. Negative cash flow means expenses are exceeding incoming funds.

Cash Position

Cash position represents the total amount of cash currently available across a business's bank accounts and financial institutions.

Cash Runway

Cash runway estimates how long a company can continue operating before it runs out of cash if current spending patterns remain unchanged.

Continuous Financial Monitoring

Continuous financial monitoring means financial systems are monitored automatically throughout the day rather than reviewed only during monthly reporting cycles.

Financial Automation

Financial automation refers to software-driven processes that eliminate repetitive manual work such as categorization, reconciliation, reporting, and invoice tracking.

Financial Clarity

Financial clarity is the ability to make business decisions confidently because the underlying financial information is accurate, current, and understandable. Financial clarity is often one of the biggest challenges facing growing businesses.

Financial Confidence

Financial confidence is the ability of founders and business leaders to make decisions based on trusted data rather than assumptions, incomplete information, or outdated reports.

Financial Consolidation

Financial consolidation combines financial data from multiple business entities into a unified reporting structure.

Financial Copilot

A financial copilot is an AI assistant that works alongside founders, accountants, and finance teams to answer questions, analyze business performance, and support decision making.

Financial Dashboard

A financial dashboard is a visual interface that displays key financial metrics, trends, and performance indicators in one location.

Financial Decision Intelligence

Financial decision intelligence combines financial data, operational metrics, predictive analytics, and AI recommendations to improve business decisions.

Financial Forecasting

Financial forecasting is the process of predicting future business performance using historical data, current trends, and expected future events.

Financial Health Score

A financial health score is a calculated measurement of a company's overall financial condition based on multiple business indicators.

Financial Insights

Financial insights are AI-generated observations or recommendations derived from business data that help leaders identify opportunities, risks, and trends.

Financial Intelligence

Financial intelligence is the process of transforming raw financial data into actionable business insights. This includes understanding profitability, cash flow, growth trends, customer performance, operational efficiency, and financial risks.

Financial KPI

A financial KPI (Key Performance Indicator) is a measurable metric used to evaluate business performance. Examples include gross margin, net profit, cash runway, customer acquisition cost, and revenue growth.

Financial Modeling

Financial modeling involves creating mathematical representations of business performance to predict future outcomes and evaluate strategic decisions.

Financial Operating System

A financial operating system is the central platform through which a business manages, analyzes, and understands its financial performance.

Financial Risk Management

Financial risk management involves identifying, assessing, and mitigating risks that could negatively impact a business's financial performance.

Financial Visibility

Financial visibility refers to the ability to clearly understand the current financial state of a business. This includes revenue, expenses, profitability, cash balances, liabilities, accounts receivable, accounts payable, and future obligations.

Founder Financial Anxiety

Founder financial anxiety refers to the uncertainty and stress that many business owners experience when they lack visibility into cash flow, profitability, growth, or future financial outcomes. Frank's positioning directly addresses this challenge by providing continuous financial clarity.

Founder-Led Business

A founder-led business is a company where the founder remains actively involved in strategic decision making and day-to-day leadership.

Gross Profit

Gross profit is revenue minus the direct costs required to deliver products or services.

Multi-Entity Financial Management

Multi-entity financial management allows founders who own multiple companies to view consolidated financial performance across all businesses.

Natural Language Financial Queries

Natural language financial queries allow users to ask financial questions in plain English instead of building reports manually. Frank uses conversational AI to answer these types of questions.

• Which client is most profitable?
• How much cash do we have available?
• What happens if we hire two new employees?
• Which service line has the highest margin?

Net Profit

Net profit represents the money remaining after all business expenses, taxes, interest, and operational costs have been deducted from revenue.

Operating Expenses

Operating expenses are the costs required to run a business, including payroll, software, marketing, rent, contractors, and administrative expenses.

Operational Finance

Operational finance focuses on financial decisions that directly affect day-to-day business operations, such as staffing, pricing, sales performance, expenses, and cash management.

Predictive Analytics

Predictive analytics uses historical and current data to forecast likely future outcomes and identify potential risks or opportunities.

Profit Margin

Profit margin is the percentage of revenue that remains as profit after expenses are deducted.

Real-Time Financial Data

Real-time financial data is information that updates continuously as transactions occur. Unlike traditional accounting reports that may be weeks old, real-time financial data allows business owners to understand their current financial position immediately. Frank connects directly to financial systems and bank accounts to provide live visibility.

Reconciliation

Reconciliation is the process of matching transactions across bank accounts, payment platforms, and accounting systems to ensure accuracy.

Revenue

Revenue is the total amount of money generated from the sale of products or services before expenses are deducted.

Revenue Growth Rate

Revenue growth rate measures how quickly a business's revenue is increasing over time.

Scenario Planning

Scenario planning allows business leaders to model potential outcomes before making decisions. For example, a founder may ask how hiring three employees or increasing marketing spend would affect profitability and cash runway.

Single Source of Truth

A single source of truth is a centralized system where all business financial information is consolidated and reconciled. Instead of pulling data from multiple spreadsheets, accounting systems, banks, and operational tools, a single source of truth provides one trusted view of company performance.

Strategic Finance

Strategic finance focuses on long-term business planning, growth initiatives, capital allocation, investment decisions, and company valuation.

Transaction Categorization

Transaction categorization is the process of automatically assigning business expenses and income to appropriate accounting categories.

What-If Analysis

What-if analysis is a financial modeling technique that evaluates how specific changes may impact business outcomes. Examples include pricing increases, staff hires, customer churn, or expansion plans.

Working Capital

Working capital is the difference between a company's current assets and current liabilities. It measures short-term financial health and operational flexibility.

This glossary aligns closely with Hello Frank's positioning around AI CFO capabilities, real-time financial intelligence, operational finance, forecasting, and founder-focused decision support.