🚧 Coming Soon1 Platforms IncludedIntermediate🤖 4 Agents30-60 min

Financial Report Generator

Multi-agent system that pulls financial data, performs analysis, generates narrative reports, and creates visualizations.

Finance

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Includes implementations for CrewAI. One purchase — all platforms.

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  • All 1 platform implementations
  • Full source code & documentation
  • Commercial license included
  • 30-day money-back guarantee
  • Free updates for 1 year
  • 30-day email support

Choose Your Platform

One purchase includes all 1 implementations. Deploy on whichever framework fits your stack.

🤖

CrewAI

Python~30 minutes

CrewAI crew with 4 specialized agents and production-ready tools.

Included in CrewAI version

  • crew.py with 4 agents
  • Custom tools
  • Config templates
  • Deployment guide

⚡ Why OpenClaw?

One-click install, automatic orchestration, built-in cron scheduling, and memory integration. Other platforms require manual setup — OpenClaw gets you to production in minutes.

Code Preview — CrewAI

main.py
from crewai import Agent, Crew

aggregator = Agent(role='Financial Aggregator', goal='Consolidate data', tools=[accounting_api, bank_feed])
writer = Agent(role='Narrative Writer', goal='Explain results', tools=[financial_writer])
🤖
CrewAI
~30 minutes

Agent Architecture

How the 4 agents work together

Input

Your data, triggers, or requests

Agent 1

Data Aggregator

Financial Data Collection

Pulls data from all financial sources into unified dataset.

Accounting APIBank FeedSpreadsheet Parser
Agent 2

Analyst

Financial Analysis

Calculates metrics, identifies trends, compares to budgets.

KPI CalculatorTrend AnalyzerBudget Comparator
Agent 3

Narrative Writer

Report Narrative

Produces professional analysis explaining results.

Financial WriterVariance Explainer
Agent 4

Visualizer

Charts & Formatting

Creates charts and formatted report documents.

Chart GeneratorReport FormatterPDF Builder
Output

Structured results, reports, and actions

What's Included

Everything you get with this template

4 platform implementations
4 configured agents
Documentation
Deployment guide
😤

The Problem

Monthly reporting takes 3-5 days. Data lives in multiple systems, calculations are error-prone, and narratives require deep context.

The Solution

A 4-agent system that aggregates data, calculates KPIs, generates narrative analysis, and produces formatted reports.

Tools You'll Need

Everything required to build this 4-agent system — click any tool for details

CrewAIRequiredFree

Agent orchestration

Together AIRequiredPay-per-token

LLM for narrative generation

SupabaseOptionalFreemium

Financial data storage

StripeOptionalPaid

Revenue and payment data

ChargebeeOptionalFreemium

Subscription metrics

ResendOptionalGenerous free tier + usage-based

Report distribution

Implementation Guide

8 steps to build this system • 2-3 hours estimated

Intermediate2-3 hours

📋 Prerequisites

Python 3.10+LLM API keyAccounting system access
1

Map financial data sources

Identify all systems with financial data.

2

Build data aggregation

Connect to accounting, payment, and banking APIs.

3

Configure KPI calculations

Define formulas for revenue, margins, burn rate, etc.

📘 Complete Blueprint

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Code Preview

Sample agent setup — see platform-specific previews above

Preview only
main.py
from crewai import Agent, Crew

aggregator = Agent(role='Financial Aggregator', goal='Consolidate data', tools=[accounting_api, bank_feed])
writer = Agent(role='Narrative Writer', goal='Explain results', tools=[financial_writer])

Example Input & Output

See what goes in and what comes out

Input
{"period": "2026-02", "report_type": "monthly_pnl"}
Output
{"revenue": "$847K (+12% vs budget)", "key_insight": "SaaS revenue exceeded forecast", "pages": 12}

Requirements

🐍
Python 3.10+
⚙️
LLM API key

Reviews

What builders are saying

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Frequently Asked Questions

Do I get all platform implementations?+

Yes — one purchase includes all platform implementations.

Financial Report Generator is coming soon

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