Daeoo Aon to Present 'Knowledge Graph-Based Open-Weight Financial Autonomous Agent' at EDB Postgres AI Summit Seoul 2026
TECHWORLD ·
✦ AI Summary
Daeoo Aon participated in and presented at the 'EDB Postgres AI Summit Seoul 2026,' held on the 3rd in the Grand Ballroom of the Sofitel Ambassador Seoul in Jamsil, Seoul.
At the event, Daeoo Aon introduced AI Agent technologies for financial data diagnosis, risk prediction, and response under the theme 'Apis: Knowledge Graph-Based Open-Weight Financial Autonomous Agent - From Diagnosis to Prediction and Response.'
Daeoo Aon described Apis as a financial data analysis system combining structured and unstructured data with a knowledge graph, and also outlined its open-weight, on-premises design, live demo, and plans to expand real-time data use and autonomous response capabilities.
AI and DX specialist Daeoo Aon said on the 9th that it participated in and presented at the 'EDB Postgres AI Summit Seoul 2026,' held on the 3rd in the Grand Ballroom of the Sofitel Ambassador Seoul in Jamsil, Seoul. Daeoo Aon is the former name of Daeoo Nextier. The event, under the theme 'Open Source, Change the Game,' was a venue for sharing practical business use cases centered on PostgreSQL, AI, data, and Open Source technologies.
At the event, Daeoo Aon held a session titled 'Apis: Knowledge Graph-Based Open-Weight Financial Autonomous Agent - From Diagnosis to Prediction and Response.' In the session, it presented AI Agent technologies that link financial data diagnosis, risk prediction, and response.
Daeoo Aon pointed out that, in financial operations, there are limits to the approach of asking the IT/data department to analyze data and then waiting for the results. It also raised the challenge that table-oriented data makes it difficult to identify indirect and cascading risks arising from relationships between companies.
As a way to improve financial data analysis, Daeoo Aon introduced 'Apis.' 'Apis' is a financial data analysis system that combines structured data, unstructured data, and a knowledge graph with an AI Agent. Based on a user's natural-language question, the system retrieves the necessary information in parallel, then checks context such as definitions, formulas, units, reference dates, and analysis targets for financial terms before designing an answer grounded in relevant evidence. Through this, it said it has applied a structure that goes beyond simple Text-to-SQL-based data retrieval.
Daeoo Aon also explained that 'Apis' performs knowledge graph analysis of networks involving corporate clients, affiliates, and equity relationships. This is a method for analyzing connections that are difficult to identify using only the financial information of individual companies. It also added that it presents a direction for predicting network risks using GNN (Graph Neural Network).
Daeoo Aon described this process as a value ladder of 'diagnosis - cause - prediction - response.' It said the system does not stop at checking the current status, but analyzes the causes of risk, predicts future possibilities, and links them to actual business responses.
The architecture presented is an open-weight, on-premises design that takes into account the security and system operations environment of the financial sector, and it does not use external commercial LLM APIs or send financial data to the public cloud. The structure was presented as one that operates models and data within an internal network, manages data processing internally, and keeps audit trails under internal control.
At the event, Daeoo Aon also conducted a live demo on site. The demo used a system that had been actually built and showcased a flow in which a natural-language question was entered in an internet-disconnected environment, data was queried, and the process continued through analysis of relationships between companies and risk assessment.
Looking ahead, Apis plans to expand its functions based on real-time data use. It plans to add automatic early-warning generation when risk signals are detected, action-suggestion functions related to limits and monitoring, and autonomous response workflows, while advancing beyond data retrieval and analysis into a structure that supports follow-up work by AI Agent.
Daeoo Aon is an AI and DX specialist focused on AI Agents. Under the direction of 'Empower Your Business with AI Agents,' it provides AI, data, cloud, and IT consulting as well as system construction and operations services, while applying AI Agent technology to enterprise work. In addition, as Salesforce is a global CRM company, Daeoo Aon, as an official partner of Salesforce, is carrying out CRM implementation and CRM consulting businesses.
Source: TECHWORLD · Kim Kyung-joo
Original: https://www.epnc.co.kr/news/articleView.html?idxno=406744
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Source: TECHWORLD
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