AI Protocols for Insurance: Claims, Consultations, and Internal Case Discussions

Why Insurers Need a Different Kind of AI Protocoling

Insurers don't just hold "meetings".

They conduct consultations, claims discussions, customer appointments, broker calls, underwriting reviews, benefit case discussions, medical assessments, internal case reviews, recourse discussions, compliance meetings, product workshops, sales meetings, risk analyses, collective agreement talks, pension consultations, and coordination with external service providers.

These generate ongoing information that may become important later:

1. Customer needs
2. Insurance requirements
3. Consultation notes
4. Claim circumstances
5. Coverage questions
6. Benefit decisions
7. Outstanding documents
8. Medical or technical assessments
9. Deadlines
10. Responsibilities
11. Recourse notes
12. Risk assessments
13. Underwriting decisions
14. Compliance pending items
15. Tasks for claims, sales, brokers, legal, or specialists
16. Next steps

In insurance, documentation is not just administration. It is part of consultation, traceability, regulation, customer protection, claims processing, risk assessment, and quality assurance.

This is exactly where Meeting Metrics comes in.

Meeting Metrics is a Swiss AI solution for insurers, brokers, health insurers, and general agencies that automatically creates structured protocols, meeting notes, tasks, pending items, summaries, and reports from consultations, claims discussions, internal case reviews, and sales meetings – with Swiss German support, Swiss data hosting, optional on-premise installation, and personal assistance during implementation, templates, and rollout.

Summary: Why Meeting Metrics is Relevant for Insurers

Insurers have many conversations but little time for follow-up.

Customer advisors, claims experts, underwriters, brokers, benefit assessors, specialists, team leaders, compliance, and legal spend a lot of time summarizing conversations, tracking outstanding documents, creating case notes, documenting decisions, managing pending items, and retrieving information later.

Meeting Metrics helps exactly there.

During the conversation, the focus can be more on the customer, claim, risk, or decision-making. After the conversation, meeting notes, tasks, summaries, pending items, and protocols are automatically prepared. Through templates and context files, insurers can tailor the results to their own case types, products, consultation processes, claims processes, and internal quality requirements.

The main benefit is not having "a transcript." The benefit is turning conversations into faster actionable insurance work.

Meeting Metrics does not replace any insurance advisor, claims expert, underwriter, benefit assessor, or legal/regulatory evaluation. The solution supports preparation, structuring, and follow-up. Responsibility for consultation, coverage decisions, benefit decisions, risk assessment, compliance, and final communication remains with the responsible specialist.

What Makes Conversations in Insurance Special?

Conversations in insurance differ from normal business meetings.

It's not just about updates. It's about customer protection, advisory duties, risks, coverage, premiums, benefit obligations, exclusions, claim circumstances, medical or technical documents, data protection, regulation, and sometimes very personal information.

A normal meeting summary is often not enough.

Insurance documentation must answer specific questions depending on the situation:

1. What was explained to the customer?
2. What needs were identified?
3. Which products or coverages were discussed?
4. What recommendation was given?
5. Which documents are still missing?
6. What is the claim circumstance?
7. Which coverage question is open?
8. What deadlines apply?
9. Which assessments must be conducted?
10. Which specialists must be involved?
11. Which risks were identified in underwriting?
12. Which compliance or legal points are relevant?
13. Which information belongs in the core system, CRM, or case file?
14. Which information must not be adopted without verification?

Meeting Metrics supports exactly this structured follow-up – always as an assistance system, not as a replacement for professional, legal, or regulatory review.

Swiss Insurance Environment: Why Context Matters

The Swiss insurance market is highly regulated and operates with strict requirements for data protection, governance, consultation, outsourcing, and information security.

Insurers and insurance intermediaries work with sensitive customer and claim data. Especially in health, accident, life, pension, and liability cases, health data, salary data, asset information, family circumstances, or other particularly sensitive personal data may be involved.

The revised Swiss Data Protection Act protects personal data and recognizes particularly sensitive personal data, including health data, genetic and biometric data, as well as religious, political, or philosophical views.

For regulated insurance companies, outsourcing is also relevant. FINMA Circular 2018/3 sets supervisory requirements for outsourcing solutions for banks, insurance companies, and financial institutions. FINMA also points out that public cloud outsourcing has increased in banks and insurers and that unauthorized access to sensitive data can have significant consequences.

Meeting Metrics does not replace regulatory review or outsourcing assessment. However, the solution can be implemented so that data location, access, processing, storage, roles, deletion, subprocessors, Swiss processing, or on-premise options are consciously reviewed.

Typical Roles in Insurance

Meeting Metrics is not aimed at a single role. The benefit arises across various functions.

Customer Advisors

Advisors conduct conversations about pensions, life, property insurance, health insurance, motor vehicle, mortgage-related risks, SME insurance, business insurance, or additional coverages.

Meeting Metrics can help to record customer needs, consultation points, outstanding documents, and next steps more structured.

Insurance Intermediaries and Brokers

Brokers and intermediaries work with multiple insurers, offers, risk analyses, customer conversations, tenders, and renewal processes.

Independent insurance intermediaries must be registered with FINMA in Switzerland. Meeting Metrics can support meeting notes, tasks, customer follow-ups, and comparison documentation here.

Claims Experts

Claims experts clarify claim circumstances, coverage, documents, reports, liability, recourse, communication, and decision bases.

Meeting Metrics can structure claims discussions, phone notes, internal case reviews, and tasks.

Benefit Management

In health, accident, daily allowance, disability, or life insurance cases, many medical, occupational, and personal information arise.

Meeting Metrics can structure internal benefit case discussions, assessments, and pending items. Particularly sensitive cases require very careful review of data protection, purpose, access, and storage.

Underwriting

Underwriters assess risks, information, exclusions, premiums, inquiries, medical or technical details, and internal decision bases.

Meeting Metrics can structure underwriting meetings and risk assessments.

Legal, Compliance, and Risk

Legal, compliance, and risk accompany complex cases, complaints, regulatory requirements, internal instructions, data protection, outsourcing, conflicts of interest, and control processes.

Meeting Metrics can document internal meetings and make tasks, risks, and open points visible.

Operations and Customer Service

Operations and service teams conduct many internal coordinations on processes, complaints, inquiries, policies, changes, cancellations, and customer communication.

Meeting Metrics can create tasks, process points, and summaries from these.

Product Management and Actuarial

Product teams and actuaries discuss tariffs, product logic, conditions, risks, market feedback, loss ratios, and regulatory adjustments.

Meeting Metrics can better document project meetings and internal reviews.

General Agencies and Field Sales

General agencies and field sales teams have many customer appointments, team meetings, sales meetings, and coaching conversations.

Meeting Metrics can prepare meeting notes, pending items, and follow-ups.

Typical Conversation and Meeting Types in Insurance

Consultations

Consultations are a central use case.

They cover needs, life situation, risks, existing policies, coverage gaps, offers, premiums, exclusions, recommendations, and next steps.

Meeting Metrics can create structured meeting notes, tasks, and follow-ups from these.

Typical contents are:

1. Customer situation
2. Insurance needs
3. Existing policies
4. Coverage gaps
5. Discussed products
6. Outstanding documents
7. Recommendation
8. Premium or offer topics
9. Next steps
10. Tasks for advisor or customer

Claims Discussions

Claims contain many details that may be relevant later.

Meeting Metrics can prepare structured notes, open points, tasks, and decision bases from claims discussions.

Typical questions are:

1. What happened?
2. When did the claim occur?
3. Who was involved?
4. Which documents are missing?
5. Which coverage question is open?
6. Which reports or photos are available?
7. What deadline applies?
8. What communication must take place?
9. Is recourse to be examined?
10. Which specialist must be consulted?

Internal Case Discussions

Complex cases are discussed internally with claims, underwriting, legal, compliance, medical, technical, or sales.

Meeting Metrics can structure tasks, open assessments, and next steps from these.

Benefit Case Discussions

In health, accident, daily allowance, life, or pension cases, very sensitive information may be involved.

Meeting Metrics can structure internal case reviews and pending items. Use should be carefully regulated because health data and personal life circumstances may be involved.

Underwriting Meetings

Underwriting meetings include risk assessments, additional information requests, exclusions, premium logic, and decision bases.

Meeting Metrics can convert these discussions into structured notes and tasks.

Broker and Renewal Conversations

Brokers and insurers discuss offers, renewals, claim histories, conditions, coverages, and tenders.

Meeting Metrics can record follow-ups, outstanding documents, and negotiation statuses.

Complaint and Escalation Conversations

Complaints and escalations must be documented very carefully.

Meeting Metrics can prepare meeting notes, open points, commitments, and next steps. Final communication remains with the responsible specialists.

Internal Sales and Coaching Meetings

Agencies, sales teams, and broker houses hold many meetings on pipeline, customers, campaigns, products, success rates, and best practices.

Meeting Metrics can create tasks, meeting notes, and management updates from these.

Product and Project Meetings

Insurers continuously run projects on products, digitization, claims automation, CRM, core systems, customer portals, regulation, pricing, and process optimization.

Meeting Metrics can structure project statuses, decisions, and tasks.

Why Swiss German is Important in Daily Insurance Work

In Swiss insurance consulting, High German is rarely spoken exclusively.

Customer conversations, claim calls, internal meetings, and agency meetings often take place in Swiss German. At the same time, meeting notes, policies, claim files, customer documentation, and internal protocols are usually written in High German.

This is often difficult for international AI note takers. Many recognize standard German but not reliably Swiss German, insurance terms, coverage logic, claim context, or typical mixed forms.

Meeting Metrics is tailored to the Swiss market and supports Swiss German. This is especially important because an AI solution in insurance must not only understand individual words but also context:

1. Policy
2. Premium
3. Coverage
4. Exclusion
5. Deductible
6. Claim
7. Claim Incident
8. Benefit Assessment
9. Recourse
10. Underwriting
11. Risk Assessment
12. Offer
13. Renewal
14. Customer Meeting
15. Consultation
16. Provision
17. Daily Allowance
18. Accident
19. Health Insurance
20. Pending Items
21. Next Steps

Data Protection, FINMA Context and Confidentiality

Insurances process large amounts of personal and confidential data.

This includes:

1. Customer Data
2. Contract Data
3. Policies
4. Claim Information
5. Health Data
6. Salary Data
7. Asset and Pension Information
8. Family Relationships
9. Vehicle Data
10. Real Estate Information
11. Photos and Expert Reports
12. Bank Data
13. Communication Data
14. Complaints
15. Internal Risk Assessments
16. Recourse Information
17. Medical or Legal Documents

For insurances, it is therefore important to know:

1. Which data is collected?
2. For what purpose is it processed?
3. Who has access?
4. Where are audio, transcripts, and results stored?
5. How long are data available?
6. Which customer data or particularly sensitive data are affected?
7. How are customers or conversation participants informed?
8. Which conversations are suitable for AI support?
9. Which data are particularly confidential?
10. How are conversation notes finally reviewed and approved?
11. Which providers and subprocessors are involved?
12. Are data used for training?
13. Is an outsourcing-relevant matter to be examined?

Meeting Metrics supports insurances here with Swiss data storage, enterprise setups with processing in Switzerland, local models, optional on-premise installation, and personal support during implementation, templates, and governance.

Swiss Data Processing, Local Models and On-Premise Option

Meeting Metrics stores data in Switzerland. For enterprise customers, setups with processing in Switzerland and local models are possible.

For insurances, health insurers, brokers, general agencies, or organizations with particularly high requirements for data protection, information security, FINMA governance, or internal IT specifications, an individual enterprise setup up to an on-premise installation can also be examined.

This allows Meeting Metrics to be operated in the organization's own infrastructure or in a specifically defined environment if needed.

This is especially relevant for organizations that want to document confidential customer data, health data, claim files, underwriting information, internal risk data, or regulatory sensitive information and require maximum control over data flows, access, processing, and operation.

Depending on the requirement, different operating models can be distinguished.

Swiss Data Storage

Data is stored in Switzerland. This is already an important prerequisite for many Swiss insurance organizations.

Swiss Processing in Enterprise Setup

For more sensitive case types, processing in Switzerland can also be relevant.

Local Models

For particularly high requirements, local models can be examined to gain more control over processing.

On-Premise Installation

For insurances, health insurers, brokers, or regulated organizations with particularly high requirements, an on-premise installation can be examined. This allows the solution to be operated in the organization's own or a specifically defined infrastructure.

Recording Sources: Consultation, Claim Discussion, Online Meeting or Upload

Meeting Metrics is flexible and not limited to a single recording method.

Insurances work in offices, at customers, in agencies, online, hybrid, by phone, in case discussions, or with existing audio and video files. Meeting Metrics can start exactly there.

Mobile App for Customer Appointments and On-Site Meetings

Many consultations, claim inspections, or broker appointments take place physically.

The mobile app allows the smartphone to be used for recordings. This is practical because the smartphone is almost always with you anyway.

This allows consultations, claim discussions, short dictations, conversation notes, or on-site appointments to be recorded directly and then processed.

Desktop App for Online Meetings

For Teams, Zoom, Google Meet, or other online meetings, Meeting Metrics can be used via the desktop app.

The recording runs in the background without a visible bot joining the meeting. This is especially convenient for confidential customer conversations, internal case discussions, or strategic meetings.

Upload of Audio and Video Files

Existing audio or video files can be uploaded.

This is useful if recordings already exist, for example from meeting recordings, dictation devices, mobile recorders, video conferences, or training sessions.

Meeting Metrics then transforms these recordings into structured transcripts, summaries, tasks, conversation notes, minutes, or reports.

Smartphone as Insurance Note Tool

A separate recording device is not necessary.

With the smartphone, short observations, claim notes, consultation notes, dictations, or meetings can be recorded directly. Afterwards, Meeting Metrics creates structured notes, tasks, or draft minutes from them.

Insurance Software: Where Meeting Metrics Could Integrate Results

Swiss insurances, brokers, and agents work with many different systems. Meeting Metrics does not replace these systems. The added value lies in transforming conversations and meetings into structured results that can then be transferred into existing core systems, CRM, claims, DMS, task, or sales processes.

Depending on the setup, conversation notes, minutes, pending items, tasks, reports, or summaries can be exported or passed on to existing systems via interfaces.

Adcubum Syrius

Adcubum describes itself as a leading Swiss software company for core systems in health and accident insurance in Switzerland.

Meeting Metrics could help here to prepare conversation notes, case discussions, benefit clarifications, or internal process notes in a structured way and then integrate them into existing processes.

Possible exports or integrations:

1. Benefit Case Note
2. Claim Discussion
3. Open Documents
4. Tasks for Case Management
5. Customer Contact Summary
6. Internal Case Note
7. Management Update

Guidewire InsuranceSuite

Guidewire offers core solutions for policy administration, claims management, and billing in property and casualty insurance.

Meeting Metrics could complement here by preparing claim discussions, case reviews, coverage clarifications, and internal tasks in a structured way.

Possible exports or integrations:

1. Claim Case Note
2. Claim Incident Summary
3. Coverage Clarification
4. Recourse Notice
5. Task List
6. Open Documents
7. Complaint or Escalation Note

BSI Customer Suite / BSI CRM

BSI positions its software for insurances and health as a CRM solution for digitization and automation of processes in insurances.

Meeting Metrics could structure CRM-related customer conversations, consultations, campaign meetings, broker calls, or service conversations.

Possible exports or integrations:

1. Consultation Summary
2. Customer Needs
3. Follow-up Tasks
4. Cross-Selling Notes
5. Open Documents
6. Complaint Information
7. Renewal Pending Items
8. Sales Note

CRM, DMS and Core Systems of Large Insurers

Many insurers work with their own core systems, CRM solutions, document management, workflow systems, customer portals, and data platforms.

Meeting Metrics does not replace these systems. However, the solution can deliver structured conversation results that can be integrated into existing processes after review.

Broker Software and Broker Processes

Brokers often work with CRM, comparison, document, offer, and administration software.

Meeting Metrics can structure customer conversations, renewal meetings, tenders, risk analyses, and provider coordination.

Possible results:

1. Customer Needs Analysis
2. Offer Pending Items
3. Renewal Note
4. Tasks for Broker Team
5. Open Documents
6. Comparison Note
7. Follow-up with Customers

Microsoft 365, Teams, SharePoint and Outlook

Many insurance organizations use Microsoft 365 for email, calendar, Teams meetings, documents, storage, and collaboration.

Meeting Metrics can integrate here with existing workflows, for example via:

1. Exports
2. Email
3. Share Links
4. Storage Processes
5. Teams Meetings
6. Tasks
7. Future Integrations

Jira, Confluence, ServiceNow and Project Tools

Many insurances use Jira, Confluence, ServiceNow, Azure DevOps, or similar systems for IT, processes, projects, incidents, and internal tasks.

Meeting Metrics can structure project meetings, process workshops, IT coordination, or incident reviews and prepare tasks.

How an Integration with Meeting Metrics Can Look Like in Practice

An integration does not always have to be a deep technical interface immediately. Especially in insurances, a step-by-step approach is often more sensible.

Stage 1: Structured Export

Meeting Metrics creates a structured result that is further processed as Word, PDF, text, or via a share link.

This is suitable for teams that first want to check the quality and do not want to change existing processes immediately.

Stage 2: Template-Based Transfer

Meeting Metrics creates results directly in the structure the team needs.

For example:

1. Consultation
2. Claim note
3. Internal case discussion
4. Benefit case review
5. Underwriting note
6. Broker call
7. Complaint discussion
8. Compliance review
9. Recourse discussion
10. Renewal meeting
11. Management update

This reduces copy-pasting and improves consistency.

Stage 3: API or interface integration

For larger insurers, brokers, or health insurers, Meeting Metrics can be connected via API or defined interfaces.

Thus, reviewed summaries, tasks, or meeting notes could be transferred into existing CRM, claims, core, DMS, or task systems.

Important: Especially with customer data, health data, claims, and coverage questions, the transfer should be controlled. The responsible specialist reviews and confirms the content before it is adopted as an official case note, consultation documentation, or decision basis.

Stage 4: Enterprise setup with Swiss processing or on-premise

For particularly sensitive data and regulated organizations, an enterprise setup with Swiss processing, local models, or on-premise installation can be considered.

This is especially relevant for:

1. Claims
2. Benefit cases
3. Health and accident insurance
4. Life insurance
5. Pension consulting
6. Underwriting
7. Health data
8. Complaints and escalations
9. Compliance and legal
10. Regulated insurance companies
11. Sensitive customer data
12. Outsourcing-relevant processes

Where Meeting Metrics can concretely support

Meeting Metrics can create added value for insurers on several levels.

Document consultation meetings faster

Customer conversations generate structured meeting notes, needs points, open documents, and follow-ups.

Structure claims

Meeting Metrics can record claim history, open documents, deadlines, tasks, coverage questions, and next steps.

Document internal case discussions

Complex cases can be better discussed with claims, underwriting, legal, compliance, or specialists.

Extract tasks and pending items

Meeting Metrics recognizes tasks, responsibilities, deadlines, and open points.

Improve customer experience

When consultants and claims experts have to write less, they can focus more on the conversation.

Reduce knowledge loss

When employees are absent or cases are handed over, Meeting Metrics helps to find conversation knowledge and open points faster.

Make case knowledge searchable

Through AI chat and search, previous meetings can be queried more easily.

Examples:

1. What was discussed in the consultation about the pension gap?
2. Which documents are missing for the claim?
3. Which coverage question is still open?
4. Which tasks are with the customer?
5. Which tasks are with the claims department?
6. What was decided in the internal case review?
7. Which recourse points were mentioned?
8. Which topics have been open for several meetings?
9. Which open points exist in the renewal process?
10. What was discussed in the broker call about the offer?

Use cases for insurers

1. Summarize consultation meetings

Consultations include needs, risks, existing policies, recommendations, and open documents. Meeting Metrics can prepare structured meeting notes and follow-ups from this.

2. Document claim discussions

Claims generate many open points. Meeting Metrics can structure claim history, documents, deadlines, coverage questions, and next steps.

3. Support internal case reviews

Complex cases with legal, compliance, underwriting, or specialists can be better documented.

4. Structure benefit cases

In health, accident, daily allowance, or life insurance, internal case discussions with clear pending items and tasks can be prepared.

5. Document underwriting meetings

Risk assessments, exclusions, inquiries, and decision bases can be recorded more structured.

6. Follow up broker and renewal conversations

Broker calls and renewal talks generate follow-ups, offers, comparison points, and document lists. Meeting Metrics can structure these.

7. Support sales meetings and coaching

General agencies and sales teams can document meetings, customer feedback, and tasks more efficiently.

8. Accompany compliance and complaint processes

Internal meetings on complaints, escalations, or regulatory topics can be documented more clearly.

Economic benefits: What Meeting Metrics concretely brings to an insurer

The economic benefit of Meeting Metrics does not arise from replacing specialists but from better support in daily work.

Customer advisors, claims experts, underwriters, brokers, benefit assessors, operations, legal, and compliance remain professionally responsible. Meeting Metrics helps reduce repetitive follow-up, prepare meeting notes faster, capture tasks more structured, and find case knowledge better.

This is especially important in insurance because many teams simultaneously have to manage high case volumes, complex products, regulatory requirements, customer expectations, and internal quality standards.

Example calculation: Medium-sized insurance team

Let's take a team with 20 employees in consulting, claims, or broker service.

Typical conversation and meeting volume per month:

1. Consultation meetings
2. Claim discussions
3. Internal case reviews
4. Broker calls
5. Renewal conversations
6. Underwriting clarifications
7. Benefit case discussions
8. Complaint discussions
9. Team meetings
10. Process and project meetings

In practice, this can quickly result in 100 to 300 documentation-relevant conversations per month. Not every conversation needs a formal protocol, but many need at least a meeting note, task list, case note, or pending overview.

If today only 5 to 20 minutes of follow-up per conversation are required, this already creates significant effort. For complex claims, benefit cases, or consultations, the effort can be significantly higher.

Meeting Metrics does not completely eliminate this effort. That would not be the right claim. The professional review, regulatory classification, coverage assessment, and final communication remain with the responsible person.

But the starting point improves significantly.

Instead of starting from scratch, teams receive a structured basis:

1. Meeting note draft
2. Claim summary
3. Task list
4. Open documents
5. Deadline notes
6. Coverage questions
7. Underwriting points
8. Benefit case pendings
9. Customer follow-ups
10. Broker follow-ups
11. Searchable case knowledge

If a team saves on average 10 minutes of follow-up per 150 relevant conversations per month, this results in 25 hours of relief per month.

If on average 20 minutes are saved for more complex conversations, it is already 50 hours per month.

This time can be used where it is more valuable:

1. Customer consulting
2. Claims processing
3. Benefit assessment
4. Underwriting
5. Quality assurance
6. Compliance
7. Customer communication
8. Team leadership
9. Process improvement

More quality instead of just less effort

The benefit is not only shown in hours.

Meeting Metrics can also improve the quality of follow-up:

1. Meeting notes are available faster.
2. Tasks are assigned more clearly.
3. Open documents are less likely to be lost.
4. Claims are documented more transparently.
5. Consultations lead to follow-ups faster.
6. Case handovers become easier.
7. Internal case reviews become more structured.
8. Compliance and legal points remain more visible.
9. Knowledge from conversations remains findable.

The economic benefit thus does not lie in replacing people. It lies in relieving qualified employees from repetitive raw work and giving them more time for customers, cases, and quality.

Everyday life in insurance: Why time savings matter

Insurers are under pressure.

Customers expect quick answers, claims should be processed efficiently, consulting must be transparent, regulation and data protection increase, skilled workers are scarce, and internal processes become more complex.

Meeting Metrics relieves where particularly much manual work arises: in meeting notes, case discussions, claim protocols, consultations, and internal meetings.

According to an internal user survey from Q1 2026 with 100 Meeting Metrics users, Meeting Metrics saves on average about 25 minutes per meeting hour. For more complex conversations and case discussions, significantly higher time savings are possible depending on the situation.

For insurers, this means: less time for raw notes and follow-up – more time for customers, cases, quality, and implementation.

Which conversations are particularly suitable?

Meeting Metrics is particularly suitable for situations where a concrete result is needed after the conversation.

These include:

1. Consultation meetings
2. Claim discussions
3. Claim inspections
4. Internal case reviews
5. Benefit case discussions
6. Underwriting meetings
7. Broker calls
8. Renewal conversations
9. Complaint discussions
10. Compliance meetings
11. Recourse discussions
12. Product meetings
13. Sales meetings
14. General agency meetings
15. Project meetings
16. Process workshops
17. Team meetings

Less suitable are conversations where particularly sensitive data would be processed without clear information, defined purpose, or agreed governance concept. Especially health data, benefit cases, complaints, family or financial situations, and particularly sensitive claims should be carefully reviewed.

Why insurers don't need a generic AI notetaker solution

Many AI notetakers are built for sales, recruiting, or remote teams.

Insurers have different requirements.

A sales team might need conversation summaries and CRM updates. An insurer needs consultation notes, claim notes, coverage questions, benefit clarifications, underwriting points, deadlines, data protection, FINMA governance, and controlled archiving.

An international tool might understand "meeting summary." But a Swiss insurer needs:

1. Consultation
2. Insurance needs
3. Policy
4. Premium
5. Coverage
6. Exclusion
7. Deductible
8. Claim
9. Claim event
10. Coverage question
11. Outstanding documents
12. Benefit review
13. Recourse
14. Underwriting
15. Risk clarification
16. Broker call
17. Renewal
18. Complaint
19. Compliance pending item
20. Case note
21. Next steps

Meeting Metrics is therefore not just an AI note taker, but a solution that can adapt to the working methods of Swiss insurers, brokers, and health insurers.

Introduction to Insurance: Test first, then roll out properly

The use of AI in insurance should be pragmatic and controlled.

Therefore, a clearly defined entry point is recommended. Insurers, brokers, or health insurers can first test Meeting Metrics in a pilot, assess the quality, and then decide how to design a rollout sensibly.

1. Test Enterprise for two weeks

An insurance team can initially test Meeting Metrics for two weeks in the Enterprise setup. This phase is not about immediately switching all customer conversations or claims. It is about realistically assessing the quality.

Typical tests can be:

1. an internal team meeting
2. an internal case discussion
3. a consultation with clear information
4. a claim discussion
5. a broker call
6. an underwriting meeting
7. a renewal meeting
8. a complaint review
9. a dictation for a case note
10. a project meeting

This way, the team quickly sees how well transcription, Swiss German, summarization, tasks, case note templates, and insurance structure work.

2. Convince with quality

After the initial tests, it can be checked:

1. How well does Meeting Metrics understand Swiss German?
2. How useful is the conversation note?
3. How well are tasks recognized?
4. How well are outstanding documents recognized?
5. How well do the results fit the own case structure?
6. Which templates need to be adjusted?
7. Which types of conversations are particularly suitable?
8. Which types of conversations should be consciously excluded?
9. How well does the review process by specialists work?
10. How well can results be integrated into existing insurance software?

This phase is important so that Meeting Metrics is not evaluated theoretically but based on real insurance and case contexts.

3. Optimize templates together

Afterwards, the most important templates can be adjusted.

For example:

1. Consultation
2. Claim note
3. Internal case discussion
4. Benefit case review
5. Underwriting note
6. Broker call
7. Renewal meeting
8. Complaint conversation
9. Compliance review
10. Recourse discussion
11. Team meeting
12. Management update

The better the template, the better the result. Meeting Metrics supports insurers in adopting existing workflows and preparing them sensibly for AI.

4. Clarify data protection, FINMA governance, and operating model

In parallel, it should be clarified which data protection, governance, and IT requirements apply.

These include:

1. Data processing agreement
2. Technical and organizational measures
3. Subprocessors
4. Data location
5. Swiss processing
6. Retention and deletion
7. Access rights
8. Information obligations
9. Customer and claim data
10. Particularly sensitive personal data
11. Use of data for training
12. Outsourcing review
13. Operating model
14. Local models
15. On-premise option
16. Integration into CRM, core system, claim or DMS systems

For particularly sensitive cases or regulated organizations, it can be checked whether an Enterprise setup with Swiss processing, local models, or on-premise installation makes sense.

5. On-site onboarding

For insurers, personal onboarding is particularly valuable.

Meeting Metrics can conduct on-site onboarding if needed. This is not only about operating the software but also about practical tips from everyday insurance work.

For example:

1. Which types of conversations are suitable for the start?
2. How to properly inform customers?
3. How to start and end recordings correctly?
4. How to use dictations for case notes?
5. How to create better templates?
6. How to efficiently check AI results?
7. How to organize team folders and access rights?
8. How to avoid unnecessary data retention?
9. How to work with tasks, pending items, and AI chat?
10. How to separate internal case reviews from customer conversations?
11. Which content should not be recorded?
12. How can results be integrated into existing systems?

The goal is not only to show the software. The goal is for the team to quickly find a secure, accepted, and meaningful work process.

6. Gradual rollout

After the pilot, Meeting Metrics can be rolled out step by step.

A sensible order can be:

1. first internal team meetings and dictations
2. then internal case discussions
3. then selected consultations
4. then claim discussions and broker calls
5. later exports or interfaces to existing systems
6. for particularly sensitive benefit cases, only after additional review

This keeps the introduction controlled and allows the organization to gain experience before adding more areas.

Example: What a workflow in a consultation could look like

Before the conversation, the advisor uploads a conversation structure, product information, or relevant customer topics.

During the conversation, Meeting Metrics runs in the background via the desktop app or, for physical meetings, via the mobile app, provided this is regulated internally and transparent to the participants.

After the conversation, Meeting Metrics creates a structured summary with needs, discussed products, outstanding documents, tasks, and next steps.

The advisor reviews the result, adds professional assessments, and decides which information is transferred to CRM, consultation documentation, or case notes.

Later, the team can ask via the AI chat:

1. What was discussed about retirement provision?
2. Which coverage gaps were mentioned?
3. Which documents are still missing?
4. Which tasks are assigned to the customer?
5. Which tasks are assigned to the advisory team?
6. Which offer needs to be prepared?

Example: What a workflow in a claim case could look like

A claims expert conducts a conversation about the claim event or an internal case discussion.

Meeting Metrics then creates a structured note with claim event, outstanding documents, coverage questions, deadlines, tasks, and next steps.

The responsible person reviews the draft and decides what is transferred to the claim file, core system, or internal pending list.

Typical results are:

1. Claim note
2. Claim event summary
3. Outstanding documents
4. Coverage questions
5. Tasks for customers
6. Tasks for claims department
7. Recourse notes
8. Deadlines
9. Next steps

Example: What a workflow in an internal case discussion could look like

A team from claims, legal, underwriting, and compliance discusses a complex case.

Meeting Metrics creates a structured summary with assessments, open points, responsibilities, and next steps.

The responsible specialist reviews the result and transfers relevant points to the case file or internal task list.

This keeps the discussion traceable without having to manually write everything during the conversation.

Benefits for Swiss insurers

Less manual follow-up

The AI prepares conversation notes, protocols, tasks, and summaries. This saves time in follow-up.

Support instead of replacement

Meeting Metrics supports advisors, claims experts, underwriters, brokers, operations, legal, and compliance in the raw work. The professional review, regulatory quality, and final responsibility remain with the organization.

Better conversation quality

Specialists can focus more on customers, claims, or case analysis instead of writing everything down simultaneously.

More traceability

Conversation content, tasks, outstanding documents, and next steps are recorded more structurally.

Faster availability

Case notes, pending lists, or summaries can be available faster.

Swiss German support

Meeting Metrics is tailored to the Swiss market and also understands Swiss German.

Swiss data storage and on-premise option

Data is stored in Switzerland. For enterprise customers, setups with processing in Switzerland, local models, or on-premise installation are possible. This is especially relevant for insurers with high requirements for data protection, FINMA governance, information security, and control over sensitive customer data.

Individual templates

Insurers can use their own templates for consultations, claims, case reviews, underwriting, broker calls, renewal meetings, or compliance discussions.

Personal support

Introduction, rollout, templates, data protection issues, governance, and integration options can be clarified together.

On-site onboarding

If needed, Meeting Metrics can accompany insurers on-site and provide practical tips for conversation types, templates, recording processes, confidential use, exports, and internal introduction.

No visible bots

Meeting Metrics runs in the background via desktop or mobile app. This is especially convenient for confidential customer conversations and internal case discussions.

No additional recording device needed

The desktop app is sufficient for online meetings. For consultations, damage inspections, dictations, or spontaneous notes, the smartphone with the mobile app is enough.

Which insurance organizations is Meeting Metrics suitable for?

Meeting Metrics is suitable for insurance companies, health insurers, accident insurers, life insurers, pension fund-related advisory teams, brokers, general agencies, intermediaries, claims departments, underwriting teams, legal, compliance, risk, operations, and customer service.

The solution is particularly relevant for organizations that:

1. regularly document consultation conversations
2. want to structure claims cases
3. post-process internal case discussions
4. document underwriting meetings
5. structure broker calls or renewal conversations
6. use Swiss German
7. have high requirements for data protection and governance
8. want to continue using existing insurance software
9. do not want additional recording hardware
10. do not want visible bots in conversations
11. want to make case knowledge from past conversations more easily findable

Frequently asked questions from insurance companies

Is Meeting Metrics suitable for insurance companies?

Yes. Meeting Metrics is suitable for insurance companies, brokers, and health insurers who want to structure consultation conversations, claims cases, internal case discussions, underwriting meetings, or sales meetings.

Does Meeting Metrics support claims cases?

Yes. Meeting Metrics can structure claims case discussions and prepare the course of events, outstanding documents, coverage questions, tasks, deadlines, and next steps.

Does Meeting Metrics support consultation conversations?

Yes. Meeting Metrics can summarize consultation conversations and structure customer needs, discussed products, outstanding documents, tasks, and follow-ups.

Does Meeting Metrics support internal case discussions?

Yes. Meeting Metrics is particularly suitable for internal case reviews with claims, underwriting, legal, compliance, or subject matter experts.

Does Meeting Metrics replace insurance advisors, claims experts, or underwriters?

No. Meeting Metrics does not replace advice, coverage checks, benefit assessments, or professional or regulatory responsibility. The solution creates a structured basis and supports post-processing.

Can Meeting Metrics handle Swiss German?

Yes. Meeting Metrics is tailored to the Swiss market and also supports Swiss German. This is especially important for consultation conversations, claims calls, and internal meetings in Switzerland.

Where is the data stored?

Meeting Metrics stores data in Switzerland. For enterprise customers, setups with processing in Switzerland, local models, or an on-premise installation are possible. This allows insurance companies to choose an appropriate operating model depending on data protection requirements, IT strategy, and case sensitivity.

Is an on-premise installation possible?

Yes. For insurance companies, health insurers, brokers, or regulated organizations with particularly high requirements for data protection, information security, FINMA governance, or internal IT guidelines, Meeting Metrics can be considered as an individual enterprise setup with on-premise installation.

Is the use of AI legally possible for insurance companies in terms of data protection?

In principle, use can be possible if purpose, legal basis, proportionality, order processing, access, information obligations, retention, deletion, and data security are properly regulated. Particularly sensitive data, such as health data, must be handled with special care.

Must every customer conversation be recorded?

No. Insurance companies should consciously define for which types of conversations Meeting Metrics is used and for which it is not. Particularly sensitive benefit, health, or complaint cases require careful examination.

Are data used for training?

It is crucial for insurance companies that customer data, claim information, or case notes are not used for model training. This should be contractually and technically clarified in the specific setup.

Can an insurance company test Meeting Metrics first?

Yes. Insurance companies can initially test Meeting Metrics in the enterprise setup, for example, for two weeks. During this phase, internal meetings, selected consultation conversations, claims case discussions, or dictations can be processed, templates checked, and quality assessed.

Is on-site onboarding available?

Yes. On-site onboarding is possible for insurance companies, brokers, and general agencies. This includes not only explaining the functions but also practical tips on conversation types, templates, data protection, recording processes, exports, and internal introduction.

Does Meeting Metrics also work for physical conversations?

Yes. Meeting Metrics can also be used via the mobile app for physical consultations, damage inspections, dictations, or on-site meetings.

Does Meeting Metrics work with Microsoft Teams or Zoom?

Yes. Meeting Metrics can be used for online meetings, including via the desktop app. The solution is not limited to a single meeting platform.

Can Meeting Metrics be connected with Adcubum, Guidewire, or BSI?

Meeting Metrics does not replace these systems. However, the solution can structure and export results. Depending on the setup, interfaces, exports, or integrations into CRM, core, claims, DMS, or task systems are conceivable.

Are contents automatically written into the case file?

Not without review. Especially with customer, claims, or health data, it is important that specialists check, correct, and approve contents before they are transferred into case files, CRM, core systems, or DMS.

Can Meeting Metrics hand over tasks to claims, underwriting, or sales?

Yes. Meeting Metrics can extract tasks, pending items, and responsibilities from conversations or meetings. These can be exported or integrated into existing task and workflow processes depending on the setup.

Is deep technical integration immediately necessary?

No. Many organizations start with structured exports, templates, and manual transfer. Afterwards, it can be examined whether an API or interface integration makes sense.

Can Meeting Metrics use different insurance templates?

Yes. Insurance companies can work with individual templates, for example, for consultation conversations, claims case notes, case reviews, underwriting meetings, broker calls, renewal conversations, or compliance reviews.

Does Meeting Metrics require additional hardware?

No. For online meetings, there is the desktop app. For consultations, damage inspections, physical meetings, or spontaneous notes, the mobile app can be used. Insurance companies do not need to buy or manage additional recording devices.

How quickly does an insurance company see the benefits?

Often, a short pilot with real meetings is enough to assess quality and time savings. Internal case discussions, consultation conversations, claims case discussions, broker calls, or team meetings are particularly suitable.

Conclusion: AI protocols must fit everyday insurance work

Swiss insurance companies do not need a generic AI note-taker solution.

They need a solution that understands everyday insurance work:

1. Consultation conversations
2. Claims cases
3. Course of events
4. Coverage questions
5. Benefit case discussions
6. Underwriting
7. Broker calls
8. Renewal
9. Complaints
10. Compliance
11. FINMA governance
12. Data protection
13. Swiss German
14. Existing insurance software

Meeting Metrics helps insurance companies, brokers, and health insurers document conversations more efficiently, prepare case notes faster, record tasks better, and make knowledge from conversations usable in the long term.

The most important difference is not in transcription.

It's about what happens after the conversation.

With Meeting Metrics, consultation conversations, claims cases, and internal case discussions become structured conversation notes, protocols, tasks, pending items, and reusable case knowledge. For particularly sensitive data and regulated organizations, in addition to Swiss data storage and Swiss processing, local models and on-premise setups are also possible.

Secure, structured, and tailored for Swiss insurance companies.

Ready for less post-processing in consulting and claims?

With Meeting Metrics, you can focus more on customers, cases, consulting, and quality again. Conversation notes, protocols, tasks, and summaries are created automatically in the background.

Whether consultation conversation, claims case discussion, broker call, underwriting meeting, internal case review, or physical on-site conversation: Meeting Metrics runs via desktop and mobile apps on the devices you already use.

Insurance companies, brokers, and general agencies can test Meeting Metrics for two weeks in the enterprise setup, evaluate real conversations, be convinced of the quality, and then gradually introduce it. On-site onboarding is available on request – including tips on conversation notes, templates, data protection, FINMA governance, recording processes, exports, integrations, and rollout.

For particularly sensitive cases, Swiss processing, local models, or an on-premise installation can be considered.

Test Meeting Metrics for free or schedule a demo for your insurance team.

Questions? Write to us at info@meetingmetrics.ai