Finney
Use Cases

What Finney actually does

Two timelines, mapped from real engagements. Click any phase to see the workflows Finney runs and the result it delivers.

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

Finance teams produce polished reports from raw data in minutes.

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.
The full library

Every play, in one grid

60 use cases pulled from real deployments. Filter by what you need.

Business Development

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.
Business Development

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.
Business Development

Revenue Ops Orchestration

A CRO agent owns your revenue target, delegates to SDR and marketing agents, manages pipeline stages, and produces weekly revenue forecasts with honest deal-by-deal analysis.

Single agent coordinates 5+ sales agents, tracks weighted pipeline, flags at-risk deals.
Business Development

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.
Business Development

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.
Business Development

Custom Proposal in Minutes

Describe the engagement and your agent produces a polished HTML proposal: cover page, current state analysis, approach with a phased delivery arc, pricing, and terms.

Executive-quality proposals in minutes instead of days.
Business Development

IT Security and RFP Response

Your agent produces IT review documents, security questionnaire responses, and RFI/RFP materials tailored for the prospect's procurement team.

Procurement and IT teams get answers in hours, not weeks.
Business Development

Tailored Meeting Prep and Demo

For each prospect meeting, your agent researches the company, builds a custom presentation deck, and configures a live demo environment tailored to their industry.

Every meeting has a tailored deck and a live demo configured for that specific prospect.
Business Development

High-Stakes Presentation Builder

Your agent builds complete session plans and interactive presentations for investor meetings, board presentations, and industry conferences. Click-to-expand details, embedded data.

High-stakes presentation built from scratch and updated 3 days before showtime.
Client Delivery

One-Click Engagement Team

A single command deploys a complete 9-agent team for every new client: engagement manager, reconciliation engine, workpaper agent, reporting, comms, chatbot, and onboarding.

Two identical client teams deployed from a single template. Onboarding takes minutes.
Client Delivery

Client-Facing Self-Service Chatbot

Give your clients a read-only agent that answers their questions about engagement progress, financial status, and documents. It can never modify data.

Clients self-serve status questions 24/7 without burning consultant hours.
Client Delivery

Human-Approved Client Comms

Your agent drafts status update emails, kickoff messages, and scope change notices. Nothing sends without your explicit approval.

Consistent, professional client communication with zero risk of auto-sending.
Client Delivery

Six-Agent Tax Consulting Team

Deploy a full tax consulting team: project manager, researcher, data analyst, engineer, workpaper assembler, and quality reviewer. Each specialist handles their lane.

Complete engagement workflow from intake to deliverable, with a built-in quality gate.
Client Delivery

Automated Reconciliation Dashboard

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

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.
Client Delivery

Leave-Behind Client Tools

Your engineer agent builds custom dashboards, compliance calendars, and tracking tools that clients use independently after the engagement ends.

Recurring value after the engagement closes. Clients get a tool, not just a report.
Client Delivery

Engagement Transition Deliverable

Your agent builds a comprehensive handoff document covering all workstreams in one interactive HTML presentation with embedded visuals and navigation.

Complete handoff document for a 4-month engagement.
Financial Operations

Unified Cash Position Dashboard

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

Multi-Layer 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 with Guardrails

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 from Raw Data

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

CSV-to-Report Pipeline

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

Weekly Balance Updates with Validation

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).
Financial Operations

Revenue Recognition Transformation

Your agent drives the shift from manual revenue reporting to automated, audit-ready processes. Evaluates methodology, identifies gaps, tracks workstreams.

Annual revenue mapped across 48+ data sources with SOC 1 control documentation.
Compliance & Audit

SOC 1 Readiness Support

Your agent supports compliance readiness: mapping control objectives, analyzing documentation, and tracking remediation items with long-term engagement memory.

Auditor control objectives mapped to SOC 1 requirements.
Compliance & Audit

Strategic Network Advisory

Your agent advises on network positioning, validator strategy, and app development roadmaps with competitive landscape analysis and ecosystem intelligence.

Strategic advisory with three development pathways analyzed.
AI Intelligence

AI-in-Finance Knowledge Base

Your agent maintains a living wiki of AI use cases across every finance function. Organized by maturity tier and evidence type. Continuously updated.

200+ entries sourced from 16 creators and 10 social media searches.
AI Intelligence

Automated Content Pipeline

Your agent scrapes 16 creators weekly, classifies each post, and publishes approved content as structured guides with modules and steps.

Continuous content pipeline. No manual content creation needed.
AI Intelligence

Finance Function Pulse Feeds

Each finance function page has a live feed of the most relevant AI news and practitioner insights, maintained by agents scanning social media and research.

12 finance functions with live content feeds.
AI Intelligence

Finance AI Vendor Radar

Your agent tracks the vendor landscape: who's raising, shipping, or declining. Categorizes by tier and detects AI-washing.

Vendor database, visual map, and narrative report updated continuously.
AI Intelligence

AI Adoption Signal Tracking

Your agent scans practitioner channels for what finance professionals actually do with AI. Surfaces adoption patterns, workflow changes, and role impacts.

Weekly signal reports with 5-10 notable practitioner signals.
AI Intelligence

Interactive AI Timeline

A living timeline of major AI events filtered for finance relevance. Model releases, product launches, funding rounds, and regulatory shifts.

Canonical timeline artifact, continuously updated, JSON data layer for reuse.
Content & Marketing

Daily LinkedIn Thought Leadership

Your agent scans your team's daily activity and publishes a numbered LinkedIn post documenting what you built and delivered.

55+ consecutive daily posts following a statistically validated playbook.
Content & Marketing

Data-Driven Content Strategy

Your agent analyzes top creators' posting patterns, engagement metrics, and hook types. Produces a statistical playbook all your content agents follow.

Playbook validated across 481 high-performing posts. Used by 5+ agents.
Content & Marketing

Visual Content Card Creator

Your agent designs branded visual cards for social media image posts with consistent styling and professional effects.

Image posts get 67% more engagement than text-only.
Content & Marketing

Voice-Matched Article Writer

Your agent shapes raw thoughts into polished long-form articles that sound exactly like you. Consistent cadence without ghostwriter fees.

15 published articles in the founder's exact voice.
Content & Marketing

Finance AI Job Board Curation

Your agent finds finance roles involving AI, deduplicates, and posts to multiple job boards simultaneously. Posts announcements to LinkedIn automatically.

Curated job board with no manual scouting. Posts to LinkedIn automatically.
Content & Marketing

Content Repurposing Pipeline

Your agent converts research outputs into channel-ready formats: LinkedIn posts, newsletter digests, podcast segments, and executive summary emails.

One research artifact becomes 4-5 distribution pieces across channels.
Content & Marketing

Slack Community Management

Your agent manages a Slack community channel: 2-3 posts per week with wiki spotlights, discussion starters, and hot takes. Welcomes new members and replies to threads.

Community channel stays active without manual posting. Content sourced from the wiki.
Content & Marketing

Autonomous Weekly Show Prep

Your agent discovers 20-25 trending stories, proposes segments with slides, and builds a complete content bank for hosts to cherry-pick from.

Hosts walk into recording with a full content bank. 30+ segment types in rotation.
Content & Marketing

Guest Research Briefs

Your agent produces comprehensive guest research: background, expertise, talking points, interview questions, and a ready-to-read on-air intro script.

Every guest gets researched before the episode. No cold interviews.
Content & Marketing

End-to-End Video Editing

Your agent handles the full editing pipeline: filler word removal, intro/outro placement, YouTube metadata generation with timestamped chapters, and social media clips.

388 filler words removed, 3 episodes edited, and YouTube metadata generated autonomously.
Content & Marketing

Visual Content Cards from Articles

Your agent analyzes articles, produces concise summaries, and generates premium visual content cards for social media sharing.

Social-ready visual cards from any article with rotating color palettes.
Platform & Productivity

Interactive AI Training Courses

Your agent builds structured training materials with quizzes and checklists. Four curriculum levels from foundations to advanced, grounded in real adoption data.

Finance teams get AI training grounded in practitioner data, not generic hype.
Platform & Productivity

Agent Suite Deployment

Pre-built agent teams deploy in minutes: 20-agent controllership team or 13-agent consultant team. Includes onboarding questions, skills, boards, and integrations.

New users go from zero to a full agent team in one setup conversation.
Platform & Productivity

Cross-Agent Super Visibility

A super agent reads conversation logs, memory, tasks, and goals across 150+ agents. Detects patterns and provides platform-wide intelligence no individual agent can see.

One agent that sees everything. Cross-agent insights across 150+ agents.
Platform & Productivity

Multi-Channel Access

Every agent is reachable from Slack, Telegram, Discord, iMessage, WhatsApp, or the Web UI. Same agent, any channel, any device.

Ask your agent a question from your phone at 10pm via iMessage. Get an answer.
Platform & Productivity

Direct Channel Posting

Agents can post proactively to any Slack channel, including Slack Connect channels shared with external organizations. No manual posting needed.

Agents post updates, alerts, and content to any connected channel autonomously.
Platform & Productivity

Data-Driven LinkedIn Playbook

All posting agents follow a statistically validated playbook. Consistent formatting, proven hook patterns, and optimized CTAs across every post.

Consistent quality across 5+ posting agents, all following the same proven formula.
Dashboards & Demos

Morning Briefing Board

Start every day with a glanceable dashboard showing email headlines and calendar events across multiple accounts. One screen, no inbox scrolling.

66 consecutive daily briefings with self-diagnosed token expirations.
Dashboards & Demos

AI-in-Finance Trending Board

Two widgets track what's trending across AI + finance and frontier AI labs. Updated daily via autonomous scans.

Always-current pulse on AI+finance trends. No manual scanning.
Dashboards & Demos

Unified Context Board

An auto-generated digest pulls activity across email, calendar, Slack, and Notion into a single board widget. One view of everything that happened.

Cross-platform activity consolidated automatically by the Contexts engine.
Dashboards & Demos

Content Pipeline Board

Four widgets show sourcing pipeline status, job board activity, and guide creation progress. Your editorial team sees everything at a glance.

No status meetings needed. What's sourced, published, and live, always visible.
Platform & Productivity

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.
Platform & Productivity

Comparative Market Analysis

Your agent finds comparable properties, calculates adjustments, and generates a formatted CMA report with CSV data and HTML visualization.

Complete CMA with comps, adjustments, and formatted report.
Dashboards & Demos

Simulated Chat Demos

Self-contained HTML widgets simulate agent conversations with typing animations and tool use indicators. Embedded on marketing pages, no backend required.

Prospects experience the product without signing up.
Dashboards & Demos

Video Demos for LinkedIn

Your agent creates animated HTML compositions with data visualizations and text effects, rendered to video and posted to LinkedIn autonomously.

Full autonomous video pipeline: create, upload, finalize, post.
Dashboards & Demos

Interactive Presentation Decks

Your agent builds polished slide decks with animated diagrams and real data for any audience. Self-contained HTML, works offline.

Executive-quality presentations built on demand.

Find your workflow? Put Finney on it.

Free for 60 days. No card required.

Try Finney Free