Challenge
OSNO-VA Case Study: An AI Accountant That Executes Accounting Tasks by Procedure How KT.Team built an AI platform where an agent performs routine accounting operations in 1C and related systems according to company procedures. 2026-06-18 Discuss the Project Key Takeaways How KT.Team built an AI platform where an agent performs routine accounting operations in 1C and related systems according to company procedures. OSNO-VA is a KT.Team product for companies that need to reduce manual accounting work without custom changes inside 1C.
The solution rests on three layers: management accounting and a data mart, Sloy as the company's machine-readable context, plus skills and AI agents that execute the operations. The result of the project is a product platform where accounting processes are turned into verifiable rules and agent-executed actions: people handle exceptions, while routine operations run 24/7 with a recorded audit trail.
Solution
OSNO-VA is a KT.Team product for companies that need to reduce manual accounting work without custom changes inside 1C. The goal was not to build a hint-driven chatbot, but to create an execution AI layer: the agent receives a request or trigger, checks the action against the procedure, works with 1C and related systems, and leaves an audit trail.
The AI agent executes accounting tasks according to procedures Solution The solution is built on three layers: management accounting and a data mart, Sloy as machine-readable company context, and skills and AI agents that execute operations. OSNO-VA can issue documents on demand, process payroll accruals according to rules, keep several 1C databases in order, and connect to systems through API or MCP.
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Architecture
For large companies, an on-premise deployment is available: data, procedures, and executable agents stay within the customer's environment. Architecture The project outcome is a product platform where accounting processes become verifiable procedures and agent-executed actions: people handle exceptions, while standard operations run 24/7 with a recorded audit trail.
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Results
market and when to migrate from 3.x Projects Similar cases All cases Financial agent on MCP, SQL, and executable skills #ai #bi #consulting #integration #superset 2026-06-04 Learn more OSNO-VA management accounting: P&L dashboards in Apache Superset #bi #consulting #integration #superset Learn more Case tags Clicking a tag opens the case catalog filtered by that tag #1c #ai #bi #consulting #cost #integration #manufacturing #superset
