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Product Demo
How neuro-symbolic AI automates accounting and financial operations
See Kognitos connect directly to your ERP and accounting stack to deliver 100% deterministic, zero-hallucination GL coding, entity resolution, and financial close automation.
About this demo
A comprehensive product demo of Kognitos for Finance: the neurosymbolic AI automation platform engineered for zero-hallucination financial operations. Watch how Kognitos connects directly to your ERP and accounting stack to handle entity resolution, automated GL coding, and financial close without probabilistic errors.
What this demo covers
- ERP integrations: native connections to NetSuite, SAP, Oracle Fusion, Rillet, Sage Intacct, and QuickBooks Online
- Entity resolution: automatically matching vendors, cost centers, and accounts across systems without manual lookup
- Automated GL coding: reading invoices and expenses and assigning the correct account codes, cost centers, and project codes based on rules written in plain English
- Deterministic execution: every journal entry and ERP write-back runs with 100% accuracy, full audit trail, and zero hallucinations
Why neuro-symbolic AI matters for accounting
Standard LLMs are probabilistic: they generate the most likely output, which means the right output most of the time and the wrong output some of the time. In accounting, even a small error rate is unacceptable. Kognitos separates language understanding (handled by LLMs) from execution (handled by the deterministic neurosymbolic engine), so documents are read with human-like comprehension but every GL posting and reconciliation match executes with machine precision.
Who this demo is for
CFOs, controllers, VP Finance, accounting operations leaders, and shared services directors evaluating AI automation for their finance stack. Also relevant for IT leaders assessing ERP integration approaches and risk: Kognitos connects natively without screen scraping, API middleware layers, or brittle custom connectors.
Questions answered in this video
What does this Kognitos finance demo cover?
A full product demo of Kognitos for Finance, showing how the neurosymbolic AI platform connects to your ERP and accounting stack to automate entity resolution, GL coding, and financial close. The demo runs live against real ERP connections including NetSuite, SAP, Oracle Fusion, Rillet, Sage Intacct, and QuickBooks Online.
What is neuro-symbolic AI and why does it matter for accounting?
Neurosymbolic AI combines neural network language understanding with a deterministic symbolic execution engine. For accounting, this means the AI reads invoices and documents with human-like comprehension but executes every GL posting, reconciliation match, and ERP write-back with 100% deterministic output. No probabilistic errors. No hallucinations.
What ERP systems does Kognitos for Finance integrate with?
Kognitos connects natively to NetSuite, SAP (S/4HANA and ECC), Oracle Fusion (Oracle Cloud ERP), Rillet, Sage Intacct, and QuickBooks Online. Integrations read from and write back to each system without screen scraping or brittle API wrappers.
What is automated GL coding and how does Kognitos handle it?
Automated GL coding is the process of reading an invoice or expense document and assigning the correct general ledger account code, cost center, department, and project codes based on business rules. Kognitos processes these rules in plain English and executes them deterministically against the ERP, eliminating manual keying and coding errors.
How does Kognitos eliminate hallucinations in financial operations?
Kognitos separates language understanding (handled by LLMs) from execution (handled by the deterministic neurosymbolic engine). The LLM reads and interprets documents. The engine executes every GL posting, reconciliation match, and ERP write-back according to the process instruction exactly. No number is ever generated probabilistically.