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.

Source: the existing Finney use-case inventory. Recorded results describe particular examples, not general accuracy, timing, or capacity guarantees. Recorded examples describe the workflow. Actual permissions, executor identity, approvals, sending controls, client-specific validation, elapsed time, and production behavior require configuration and verification. Your responsible professional reviews and approves the work.

The close cycle. Choose a stage to explore the work.

01

Daily Operations (Day 1-20)

Morning Calendar and Email Briefing

Your agent delivers a daily briefing to Slack every morning: today's calendar across authorized connected accounts, email highlights sorted by priority, and flagged action items. Runs autonomously.

66 consecutive daily briefings. Self-diagnosed expired tokens and continued with working accounts.

Unified Cash Position Dashboard

Your agent consolidates bank accounts, investment accounts, and cash flow forecasts into a single dashboard with transaction parsing and 7-30 day liquidity forecasting.

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

CSV-to-Report Pipeline

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

Finance teams prepare reports from raw data for review; elapsed time depends on the data and validation.

Transaction Analysis at Scale

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

1.16M transactions analyzed across 612 accounts and 88 platforms.

Explore the example-company sandbox

Chat with Finney about these workflows using an example company’s books.

Open the sandbox

The sandbox currently serves a sign-in interface; access depends on its account permissions. Explore the sample statements and recorded demonstration without submitting a request.

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 including dual-review checkpoints whose enforcement must be configured and verified.

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 prepared for professional validation.
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 includes four-eyes review checkpoints whose enforcement must be configured and verified.

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

Treasury operations and approval controls

The record describes a programmatic treasury workflow. Verify executor identity, permissions, approval controls, and confirmation requirements before any financial action.

Treasury workflow with confirmation checkpoints to configure and verify before authorizing any financial 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 a supported CSV and get a beautiful interactive pivot report with charts, financial statement tables, expand/collapse, and CSV export.

Finance teams prepare reports from raw data for review; elapsed time depends on the data and validation.
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 potential exceptions for human review; validate both matches and exceptions.

The recorded dataset matched 800 of 801 records automatically, approximately 99.9%; this is not a general accuracy guarantee. Validate matches and exceptions.
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