AI Agent Overview / Problem Definition
Upsonic helps financial institutions convert advisory and product-related customer meetings into structured, institution-compliant meeting records.
The Agent evaluates the meeting transcript together with the customer profile and documents key information such as the customer’s financial situation, investment objectives, risk preferences, products discussed, risks disclosed, and decisions made.
Instead of relying on each relationship manager to prepare meeting notes manually after the conversation, the Agent creates a standardized record, checks whether required information is missing, and prepares the document for human approval before it is stored in the customer information system.
Capabilities
Meeting Understanding:
Analyzes meeting recordings or transcripts and identifies key facts, decisions, recommendations, and disclosures relevant to the customer interaction.
Structured Meeting Documentation:
Organizes the meeting into institution-defined sections such as customer objectives, financial situation, risk profile, products discussed, risks explained, and final decisions.
Completeness & Compliance Control:
Checks the draft against mandatory institutional fields and highlights missing explanations, incomplete risk disclosures, or information that requires clarification.
Human Approval & Record Keeping:
Routes the prepared meeting record to the responsible employee for approval and stores it with supporting source references once approved.
Case Study
Traditional Workflow
In a traditional workflow, the relationship manager manually prepares a customer meeting report after a financial advisory or product discussion. Because the report is prepared manually, the level of detail and structure can vary between employees.
Important information such as the customer’s stated objectives, risk preferences, or risks explained during the meeting may be incomplete or inconsistently documented.
Workflow with Upsonic AI
With Upsonic, the Agent evaluates the meeting transcript together with the existing customer profile and prepares a structured meeting record.
- Customer financial situation
- Investment objectives
- Risk preferences
- Products discussed
- Recommendations provided
- Product risks explained
- Customer questions and concerns
- Decisions made during the meeting
- Follow-up actions
Customer Objective: Preserve capital while generating regular income
Risk Preference: Low to medium
Product Discussed: Fixed-income investment fund
Key Risk Explained: Interest rate and market value risk
Customer Decision: Requested additional information before investing
Follow-Up Action: Send product information document
Missing Information: Customer’s investment horizon was not clearly documented
Status: COMPLETION REQUIRED
Action: Relationship manager must confirm or add the missing information
The relationship manager reviews the generated record, corrects or completes missing information, and provides final approval before storage.
Impact
Upsonic reduces the manual effort required to prepare customer meeting minutes and helps financial institutions standardize how advisory and product discussions are documented.
Relationship managers spend less time writing post-meeting reports, while compliance and audit teams gain a more consistent, traceable record of what was discussed, what risks were explained, and what decisions were made.