Finney
Use Cases

What your team can hand over

Explore month-end close, client engagements, and systems implementation, then browse the full library. Choose a stage to see the work Finney takes on and what comes back for your team to review.

The engagement lifecycle. Choose a stage to explore the work.

01

Find the Deal

Automated Daily Prospecting

Your agent finds 2 qualified contacts every business day. It researches their background, identifies signals of interest, and drafts a personalized outreach message ready to send.

10 qualified contacts per week, zero manual prospecting time.

Multi-Persona Pipeline

Run parallel pipelines targeting different buyer personas. Each pipeline has its own qualification criteria, outreach templates, and objection handling tailored to the specific audience.

Three independent pipelines running simultaneously, each with persona-specific messaging.

Pre-Meeting Prospect Research

Before every call, your agent researches the prospect's company, leadership, and financials. You walk in with a standardized research brief, not a blank page.

Every opportunity gets a full research package before the first conversation.

Pipeline Without a CRM

Your agent manages your entire pipeline in simple files. It orchestrates 5-touch email sequences, logs replies, and tracks every deal from first contact through close.

Full pipeline management without paying for CRM software.

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The full library

Find the work you need delivered

60 use cases across Finance & Accounting, Consulting & Advisory, and Systems Implementation. Choose a team to explore the work.

11 use cases for Finance & Accounting. Some workflows also support other teams.

Client Delivery

Reconciliation monitoring and exception review

Your agent builds a multi-layer reconciliation dashboard: matching transactions across data sources, detecting break types, tracking investigations, and enforcing dual approval.

150-turn build session produced a complete command center with 5 visual concepts iterated live.
Client Delivery

Audit-ready workpapers and schedules

Your agent produces work papers, schedules, and templates from financial data, formatted to your firm's standards and ready for external audit review.

Workpapers formatted to firm standards without manual assembly.
Financial Operations

Cash position reporting

Your agent consolidates bank accounts, investment accounts, and cash flow forecasts into a single dashboard with transaction parsing and liquidity forecasting.

Single pane of glass for treasury. Replaced manual spreadsheet consolidation across 10+ accounts.
Financial Operations

Bank, subledger, and GL reconciliation

Your agent reconciles across three data layers, detects 9 break types, manages investigation workflows, and enforces four-eyes approval.

Daily reconciliation automated with investigation logs tracking root cause and resolution.
Financial Operations

Treasury operations and approval controls

Your agent executes treasury operations programmatically, but requires explicit human confirmation before any financial action.

Programmatic treasury operations with human confirmation on every action.
Financial Operations

Interactive P&L reporting

Upload raw financial data and your agent builds a filterable, drillable P&L with department selectors, multi-level drilldown, and accounting-format numbers.

Revenue and expense data across 11 departments visualized with cascading filters.
Financial Operations

Financial reports from CSV data

Upload any CSV and get a beautiful interactive pivot report with charts, financial statement tables, expand/collapse, and CSV export.

Finance teams produce polished reports from raw data in minutes.
Financial Operations

Transaction Analysis at Scale

Your agent queries millions of transactions across hundreds of accounts and platforms. Slice by entity, counterparty, time period, or classification.

1.16M transactions analyzed across 612 accounts and 88 platforms.
Financial Operations

Validated account balance reporting

Your agent pulls balances from multiple data sources, validates integrity, and generates interactive pivot reports on a weekly schedule.

Weekly balance updates across 612 accounts with pre/post data integrity validation.
Financial Operations

Automated Record Matching

Your agent matches records across systems using fuzzy logic and tolerant matching. Flags only the true exceptions for human review.

99.9% of records matched automatically (800 of 801 resolved without intervention).
Team Operations & Enablement

Crypto Tax Preparation

Your agent ingests exchange ledgers, analyzes transaction history, calculates cost basis, and generates PDFs with acquisition dates and gain/loss columns.

Full crypto ledger analyzed with cost basis calculations and tax-ready PDFs.

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Use Cases · Finney