Blog & Insights

Learn about the latest in graph databases, AI-powered analytics, and transformative business intelligence solutions.

Events, Not Transactions: A Better Foundation for the Ledger

Jun 19, 202610 min read

Double-entry bookkeeping is one of the great inventions in the history of business. But the journal entry is a derived artifact, not the source of truth. RoboLedger records the economic event first and derives the books from it—so the meaning survives all the way to the balance sheet.

By Joey French
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#event-driven accounting#REA model#double-entry#ledger architecture#AI accounting

Financial Reports as DataBooks: One Artifact for Humans, Machines, and LLMs

Jun 19, 20268 min read

A published financial report should be something you can read with your eyes, query with SPARQL, and validate with SHACL—without loading a single specialized tool. So we built a proof of concept: our reports, rendered as DataBooks.

By Joey French
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#DataBook#semantic web#RDF#XBRL#JSON-LD#SHACL

Information Blocks: Turning Transaction Line Items Into Financial Reports

Jun 19, 20268 min read

A ledger and a financial report are two shapes of the same truth. Here is the single primitive that connects them—and that lets you both pivot a statement out of your transactions and author a schedule into them.

By Joey French
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#information block#financial reporting#accounting architecture#XBRL#graph database

The Open SEC Data Repository: Every Filing as a Queryable Graph

Jun 19, 20268 min read

Every public company's financials are already public—and almost nobody can actually use them. Here's the open, queryable graph we built on top of SEC XBRL, and what it unlocks.

By Joey French
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#SEC data#XBRL#knowledge graph#open source#financial data

What a Financial Standard Actually Standardizes: Structure vs. Content

Jun 19, 202611 min read

People assume "standardized financial reporting" means rigid, one-size-fits-all forms. It does not. A standard fixes the structure—the shared vocabulary and how it rolls up—while your content stays entirely yours.

By Joey French
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#XBRL#financial reporting#US GAAP#financial standards#taxonomy

From Numbers to Narratives: Bridging Structured Data and Document Search

Mar 20, 20269 min read

Financial analysis needs both the numbers and the story behind them. We built a platform that bridges structured XBRL facts in a knowledge graph with full-text search across SEC filing narratives—and lets AI chain both together.

By Joey French
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#document-search#architecture#opensearch#sec-filings#xbrl#ai

Building Financial Context Graphs: Beyond RAG to Semantic Understanding

Jan 12, 20268 min read

Most AI projects fail because the data isn't ready. Context graphs are the semantic layer that transforms scattered financial data into meaning AI can actually understand.

By Joey French
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#context-graphs#knowledge-graphs#ai#financial-analysis#data-sovereignty

The Future Data Stack: Why We Built RoboSystems

Jan 12, 20268 min read

The modern data stack is collapsing under its own weight. We built RoboSystems from the ground up for what comes next: unified databases, event-driven orchestration, and AI-native semantics.

By Joey French
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#data-engineering#architecture#dagster#orchestration#open-source

Knowledge Graphs: The Missing Link in Financial Intelligence

Sep 6, 20257 min read

Your business runs on relationships—between customers and revenue, costs and activities, risks and opportunities. So why does your financial system pretend these connections don't exist?

By Joey French
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#knowledge graphs#finance#AI#data management

AI Agents for Financial Analysis: Beyond ChatGPT

Sep 3, 20257 min read

What if your AI could actually execute financial analysis instead of just talking about it? Model Context Protocol makes AI agents that do real work, not just generate text.

By Joey French
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#AI#MCP#financial analysis#automation

The Financial Knowledge Graph Manifesto

Sep 1, 20257 min read

Why the future of business intelligence lies not in isolated metrics, but in the rich, interconnected relationships between financial outcomes and the operational activities that drive them.

By Joey French
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#manifesto#graph-database#financial-intelligence#knowledge-graphs