AI & ML interests
Finance and Accounting AI
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Hyperbots: The Agentic AI Platform for Finance & Accounting
Automating the Office of the CFO with Domain-Specific Intelligence.
Hyperbots is an AI-native organization dedicated to transforming the Finance and Accounting (F&A) function. Unlike general-purpose LLMs, our models are architected to "think like finance professionals"—understanding the nuance of a ledger, the complexity of tax compliance, and the precision required for 3-way matching.
🚀 Mission
Our mission is to eliminate mundane and repetitive tasks in the finance industry. We leverage Agentic AI to move beyond simple document extraction into true Straight-Through Processing (STP), achieving up to 99.8% accuracy in financial document intelligence.
🛠 Our Technology Stack
We develop proprietary models and agentic workflows specifically for the financial domain:
- HyperLM: The industry’s first Large Language Model (LLM) trained exclusively on hundreds of millions of financial data points, including invoices, POs, contracts, and GL structures.
- Vision-Language Models (VLM): Specialized multimodal architectures capable of reading low-quality scans, handwritten notes, and complex tabular data in financial documents.
- Agentic Reasoning: A multi-agent layer that coordinates tasks like validation, anomaly detection, and ERP write-backs with full audit trails.
- Finance-Specific MOE: A Mixture-of-Experts model that routes tasks to specialized sub-networks for tax validation, math interpretation, or regulatory compliance.
📊 Core Specializations
1. Financial Document Intelligence
Extracting and validating 140+ fields from complex documents, including:
- Invoices & Receipts: Automating the full lifecycle from discovery to GL posting.
- Purchase Orders (POs): Intelligent 2-way and 3-way matching against GRNs and contracts.
- W-9s & Legal Contracts: Analyzing fine print for payment terms, penalties, and compliance.
2. Accounting Logic & Reasoning
- GL Coding: Auto-recommending General Ledger treatments based on historical postings and company-specific charts of accounts.
- Accruals & Cash Flow: Predictive engines for month-end close and cash outflow forecasting.
- Tax Compliance: Real-time sales tax verification and jurisdiction-based withholding logic.
3. Enterprise Integration
Native, bi-directional connectors for leading ERPs:
NetSuite | SAP S/4HANA | Sage Intacct | Microsoft Dynamics 365 | QuickBooks
🔒 Security & Trust
Finance data requires the highest level of security. Our AI platform is built with:
- Secure Redaction Layer: Removing PII/PHI and sensitive info before any model interaction.
- Compliance: SOC 1 Type 2, SOC 2 Type 2, and ISO 27001 certified.
- Human-in-the-Loop: Seamless exception handling where AI provides "reasons" for its judgment to human controllers.
🤝 Connect With Us
We are building the future of autonomous finance. Explore our models and datasets designed to push the boundaries of Intelligent Document Processing (IDP).
- API Gateway: HyperAPI
- Website: Hyperbots, Inc.
- Blog: Insights for the Modern CFO
- LinkedIn: Follow Hyperbots