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Overview
| Field | Value |
|---|---|
| Market | Israel - Financial Services |
| Vertical | Financial Services |
| Company | Menora Mivtachim (מנורה מבטחים) |
| Model | gpt-realtime-2025-08-28 |
| Language | Hebrew |
| Channels | Voice, Chat, Email |
Skills
- Account Management Confirmation - Guides obtaining bank account verification or cancelled check
- Agent Name Meaning - Explains why the agent is named “Manor”
- Alternatives to Withdrawal - Presents options like loans or annuity instead of withdrawing
- Application Status - Checking status of submitted withdrawal requests
- Available Funds Inquiry - Checks available balances in pension, compensation, or training funds
- Balance Reports for Tax Office - Guides obtaining balance confirmation documents for tax authority
- Bank Account for Withdrawal - Rules about which bank accounts can receive withdrawn funds
- Call Center Operating Hours - Business hours for customer service center
- Cancel Designation for Annuity - Process to reverse annuity designation (ביטול ייעוד לקצבה)
- Cancel Withdrawal Request - How to cancel a pending withdrawal request
- Change Personal Details - Guides updating address, email, phone, and other personal information
- Conditions for Tax Exemption - Lists eligibility criteria for tax-free withdrawals
- Consequences of Withdrawal - Explains tax impact and reduced future pension from early withdrawal
- Deceased Member’s Fund Withdrawal - Assists heirs with inheritance claims, wills, and estate fund access
- Definition of Retirement Age - Explains eligibility ages for men and women to withdraw pension
- Diacritics - Handles Hebrew diacritics and vocalization
- Difference Between Fund Types - Explains difference between compensation (פיצויים) and retirement (תגמולים)
- Document Check Up Time - Explains how long document verification takes
- Document Validity Status - How to verify if submitted documents are valid and complete
- Employer Refuses to Sign Form 161 - Alternatives when employer won’t sign required forms
- Encumbrances Escalation - Handles lien/garnishment (עיקולים) inquiries with human escalation
- Form 161 - Explains Form 161 requirements, who fills it, and when needed
- Form Cubes - Explains the cubes form (טופס קוביות) for income reporting to pension fund
- Forward Call - Transfers caller to human representative during business hours
- General Application for Tax Exemption - General process for requesting tax exemptions
- General Taxation on Withdrawals - Overview of how withdrawals are taxed
- Glossary of Specific Forms - Defines forms 159א, 161, and application forms
- How to Contact Tax Assessor - Tax authority contact information and appointment booking
- Incorrect Form 161 - How to handle errors or mistakes on Form 161
- Information Not Found - Gracefully handles out-of-scope queries with appropriate escalation
- Loan Request - How to take a loan against pension fund balance
- Low Balance Withdrawal Exemption - Tax exemptions for small account balances
- Manager Insurance - Explains manager’s insurance (ביטוח מנהלים) policy definitions
- Multiple Employers - How to withdraw from multiple employer accounts simultaneously
- Partial Withdrawal - Handles requests to withdraw only compensation or specific fund portions
- Past Withdrawal Reports - Retrieves history of previous fund withdrawals
- Payee for Compensation Funds - Who should be named as fund recipient on forms
- Pension Planning - Escalation path for retirement planning consultation with advisor
- Processing Time with Existing Loan - Explains extended timeline when loan offset is required
- Provident Fund - Manages provident fund (קופת גמל) withdrawal process
- Recognized Funds - Explains recognized funds (כספים מוכרים) and annuity tax exemptions
- Regulation 34 Exception - Special withdrawal rules for disabled family member medical expenses
- Release of Compensation Funds - Explains employer authorization letter for releasing funds
- Report of Employment Periods - Guides obtaining work history report from Bituach Leumi
- Required Documents General - Generic list of documents needed (when fund type unknown)
- Scope of Document Knowledge - Explains which forms and documents the agent can help with
- Submitting Documents - Where and how to submit required forms and documents
- Survivors Pension - Pension benefits for surviving spouse and family members
- Tax Assessor Approval - Guides obtaining approval documents from tax authority
- Tax Assessor Definition - Explains what a tax assessor (פקיד שומה) is and their role
- Tax Exempt Withdrawal Without Termination - Guides tax-free withdrawal of retirement funds without leaving current job
- Tax Impact Before vs After Retirement - Compares taxation implications at different withdrawal ages
- Tax Refund After Withdrawal - How to reclaim overpaid taxes after fund withdrawal
- Tax Relief - General overview of available tax exemptions and relief options
- Tax Relief Due to Low Income - Tax exemptions for minimum wage and low-income earners
- Tax Relief Due to Tax Coordination - Explains tax coordination certificate process
- Taxation on Pension Annuity - How monthly pension payments are taxed
- Technical Issues - Addresses website problems, broken links, and login issues
- Termination Confirmation Info - How to obtain employment termination letter from employer
- Termination of Employment Confirmation - Obtaining confirmation when employer is closed or unreachable
- Training Fund - Handles education fund (קרן השתלמות) inquiries with escalation to human
- Transferring Funds Between Accounts - Guides fund consolidation and portability between pension accounts
- Update Phone Number - Guides phone number update process in the system
- WhatsApp Service - WhatsApp channel availability and how to access it
- Withdraw Compensation Funds - Full process for withdrawing compensation (פיצויים) after termination
- Withdraw Retirement Funds - Full process for withdrawing retirement (תגמולים) funds
- Withdrawal of Pre-2000 Funds - Special taxation rules for funds deposited before year 2000
- Withdrawal Process - General guidance on fund withdrawal steps
- Withdrawal to Postal Bank - Rules for transferring funds to postal bank accounts
- Withdrawal with Existing Loan - Manages fund redemption when customer has an outstanding loan to offset
- Withdrawing Compensation While on Disability - Handles withdrawal requests when customer has disability pension from the fund
- Withdrawing Retirement While on Disability - Retirement fund rules when receiving disability pension
Key Tools
| Tool | Purpose | Parameters |
|---|---|---|
| is_customer_service_open() | Checks call center availability and returns context-specific handling scripts | has_identified_intent (boolean, required) |
| is_call_center_open() | Validates operating hours before attempting transfers | None |
| speak_with_human() | Transfers call to human agent; must be called after availability check | None |
| calculate_months_elapsed() | Calculates months since a date for withdrawal eligibility determination | date_string (string, required) |
| determine_unsupported_action() | Returns appropriate script for handling unsupported topics based on business hours | None |
Prompting Techniques
Tool-Driven Decision Delegation
Instead of embedding complex branching logic in the prompt, the agent delegates decision-making to theis_customer_service_open() tool, which returns a complete instruction script based on context.
The Problem:
Human handoff has 8 possible scenarios based on:
- Is the call center open or closed?
- Does the agent know why the user wants a human?
- Is the topic something the agent can handle?
has_identified_intent) and returns a status_instruction field containing the exact script the agent must follow.
Lessons Learned
What worked- Deterministic Scenarios via Tools: Moving complex branching logic (like human handoff scenarios) from the system prompt into tool outputs significantly increased stability. When a scenario requires a strict, deterministic flow based on multiple variables (e.g., time of day + user intent), relying on the LLM to traverse a complex decision tree in the prompt is error-prone. Delegating this logic to code (the tool) and having the tool return the specific “script” for the LLM to follow ensured 100% consistency in behavior.