RoboSystems Platform

Transform your financial operations with our graph-powered platform that seamlessly integrates your Company's data into an AI-powered financial and operational intelligence system

Graph Database Management Platform

Manage your knowledge graphs with enterprise-grade tools and infrastructure built for scalability, security, and performance.

RoboSystems.ai
RoboSystemsRoboSystems

Graph Databases

Manage your graph databases and monitor performance

Total Graphs
2
Active Graphs
1
Quick Access
Manage all graphs
GraphStatusCreatedActions
Harbinger FinLab
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Active8/19/2025
RFS LLC
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Inactive8/19/2025

Intelligent Graph Schema Architecture

Our proprietary Knowledge Graph technology unifies disparate financial data sources into a cohesive, queryable structure that powers advanced analytics and automated reporting

Data Sources

📚
QuickBooks
Accounting
  • Real-time sync
  • Journal entries
  • Chart of accounts
📄
SEC XBRL
Regulatory
  • 10-K/10-Q filings
  • Financial statements
  • Disclosures
🏦
Plaid
Banking
  • Bank transactions
  • Account balances
  • Credit card transactions
📈
Plaid
Investments
  • Portfolios
  • Holdings
  • Trading transactions

Knowledge Graph

🧠
Graph Database
Cypher Query Engine
🔧
Base Schema
📊
RoboLedger
📈
RoboInvestor
🔧Base Schema
Foundation for all data
EntityPeriodUnitConnectionUser
📊RoboLedger
Accounting & reporting
ReportFactElementTransactionLine Item
📈RoboInvestor
Investment management
PortfolioSecurityHoldingMarket Data

Applications

💼
RoboLedger App
Accounting and financial reporting
💰
RoboInvestor App
Portfolio management and security analysis
🤖
AI Agents
MCP-powered analysis in your own client

Daily Processing

Daily data synchronization across all connected sources

🔗

Unified Data Model

Single source of truth that connects accounting, investments, and public filings data seamlessly

🤖

AI-Native Design

Built for AI agents with MCP protocol support enabling advanced automation and insights

Accounting Data Integration & Management

Powered by the RoboLedger schema that unifies QuickBooks transactions, SEC XBRL filings, and banking data into a single, queryable Knowledge Graph

OAuth2 Secure Connection

QuickBooks

Real-time synchronization of your QuickBooks accounting data into the RoboLedger schema, enabling unified financial reporting and AI-powered analysis.

  • Chart of accounts and journal entry synchronization
  • Transaction and invoice data import with categorization
  • Customer and vendor master data management
  • Automated reconciliation with bank feeds via Plaid
Sync Frequency
Dailyapi-based updates
EDGAR Direct Integration

SEC XBRL Filings

Automated ingestion of SEC filings into the RoboLedger reporting schema, creating a queryable repository of financial statements and disclosures.

  • Automated 10-K, 10-Q, and 8-K filing downloads
  • XBRL fact extraction with dimensional data
  • Financial statement structure preservation
  • Cross-filing relationship mapping
Processing
Automateddaily filing updates

Banking Data Integration

  • Plaid Bank Feeds
  • Transaction Import
  • Balance Tracking

MCP Agent Analytics

  • Natural Language Queries
  • Automated Reporting
  • Claude Integration

RoboLedger Application

  • Financial Reports
  • Journal Management
  • Data Visualization

How RoboLedger Data Synchronization Works

1

Connect Sources

Securely authenticate with QuickBooks, link bank accounts via Plaid, or configure SEC entity CIKs

2

Sync to Graph

Data flows into the RoboLedger schema within your company's isolated Knowledge Graph database

3

Access & Analyze

Use the RoboLedger app to manage data, run reports, or query via MCP agents for AI-powered insights

Investment Data Management & Analytics

Powered by the RoboInvestor schema that organizes portfolios, securities, trades, and market data within your Knowledge Graph for intelligent analysis

Portfolio Data Synchronization

Connect brokerage accounts to sync holdings and transactions

  • Portfolio creation and management
  • Security master data with FIGI identifiers
  • Position tracking with cost basis

Trade & Transaction Import

Import trading history and track investment performance

  • Buy/sell transaction recording
  • Dividend and split tracking
  • Trade date and settlement management

Securities Research

Access SEC filings and company data for research

  • SEC repository integration
  • Company fundamentals from XBRL
  • Cross-reference with holdings

Market Data Integration

Store historical prices and market data

  • OHLCV price history storage
  • Benchmark data for comparison
  • Corporate action adjustments

Knowledge Graph Analytics

Query investment data using MCP agents

  • Natural language portfolio queries
  • Performance reporting via AI
  • Cross-entity relationship analysis

RoboInvestor Application

Web interface for portfolio management

  • Portfolio dashboard views
  • Holdings and transactions UI
  • Basic performance metrics

RoboInvestor Data Architecture

Data Inputs

  • • Brokerage account connections (via Plaid)
  • • Manual portfolio entries
  • • Market data feeds
  • • SEC filings (via SEC XBRL Shared Repository)

Graph Schema

  • • Portfolios
  • • Securities (with FIGI)
  • • Holdings
  • • Trades transactions

Access Methods

  • • RoboInvestor web app
  • • MCP agent queries
  • • Cypher graph queries (via API)
  • • Claude AI integration (via MCP)

Ready to Transform Your Financial Data?

Start building your knowledge graph today with our enterprise platform