LuminaData Unveils GAAP & SOX-Trained AI Agents Achieving 99.8% Reconciliation Accuracy

SAN JOSE, Calif., Oct. 8, 2025 /PRNewswire/ -- LuminaData Inc., a Techstars-backed company, today announced the general availability of its AI Agent suite, powered by FinEdge LLM, a patent-pending large language model purpose-built for accounting and compliance. Unlike financial AI models trained on news or market data, FinEdge LLM is uniquely trained on finance documents and built with a problem-solving approach to handle complex accounting and compliance workflows.

"The future of work in finance isn't about replacing humans with generic AI, it's about amplifying expertise with intelligence that truly understands finance," said Afrozy Ara, CEO of LuminaData. "FinEdge LLM shifts AI from processing text to comprehending the logic of financial operations."

Early adopters report a reconciliation accuracy of 99.8%, accelerated month-end close, and multimillion-dollar quarterly savings from automation that mirrors their existing workflows—no system migration or process re-engineering required.

"LuminaData has changed how we reconcile and review financial data. What once took ten hours now takes under sixty minutes, with complete accuracy and transparency. It's enabling our finance team to work faster, smarter, and with greater confidence." — Mark Flournoy, Chief Accounting Officer, RealPage, Inc

"We implemented LuminaData to solve a super challenging multi-carrier invoice reconciliation problem, and within a week, this problem we struggled with for eight years was completely solved. It's fast, transparent, and honestly, it's the future of finance." — Greg Moser, Chief Executive Officer, ShipCalm

LuminaData Specialized AI Agents for Finance Teams

1. Reconciliation Agent - Automates reconciliations dynamically using templates, SOPs, or natural language instructions.
2. Lease Accounting Agent - Simplifies ASC 842 and IFRS 16 compliance by extracting lease data and generating amortization schedules and compliant reports.
3. Parcel Audit Agent - Reconciles multi-carrier billing (UPS, FedEx, USPS, DHL, and regional carriers) to detect overcharges, duplicates, and hidden fees, helping companies recover tens of thousands in hidden costs each month.

Why FinEdge Is Different

Most financial AI models analyze markets. FinEdge LLM does accounting. It is uniquely designed to:

• Solve complex problems: Built with a problem-solving approach that ensures accuracy, transparency, and auditability
• Understand finance workflows: Trained on real-world journal entries, accruals, reconciliations, and approval processes
• Follow industry standards: Aligned with ASC 842 lease accounting, SOX compliance, and audit readiness

This domain-specific design delivers explainable, auditable, and trustworthy AI agents that understand finance the way accountants do.

"Finance teams need AI they can trust with their most critical processes," said Afrozy Ara, Co-Founder & CEO of LuminaData. "They need intelligence that thinks like they do—eliminating repetitive manual work such as reconciliations, reporting, and data validation. FinEdge LLM executes accounting, compliance, and audit-ready documentation with 99.8% accuracy."

"Our technology is built for finance, not generic use cases," said Deepti Chafekar, Co-Founder & CTO of LuminaData. "FinEdge LLM was trained on the language of accounting and compliance, which makes our agents explainable, reliable, and audit-ready in ways that general-purpose AI simply isn't."

Enterprise-Ready From Day One

• Works with existing tools: Excel native; no migration required
• Customizable intelligence: Adapts to client SOPs and workflows instantly
• 2-week deployment to value: Measurable ROI within weeks
• Complete audit trails: Full transparency across every decision

Availability

LuminaData's AI Agent suite powered by FinEdge LLM is available immediately. Users can learn more and request a demo at www.luminadata.ai.

About LuminaData

LuminaData is building AI coworkers for finance teams, powered by FinEdge LLM—a finance-trained large language model. The company's AI agents automate manual, spreadsheet-heavy workflows such as reconciliations, lease accounting, and parcel billing audits, helping firms close faster, recover costs, and uncover new savings. Backed by Techstars, LuminaData is shaping the future of AI in enterprise finance.

Contact

CMO
Rose Hiu
LuminaData, Inc.
[email protected] 

Photo: https://mma.prnewswire.com/media/2791386/LuminaData_AI_Agents.jpg

SOURCE LuminaData