AI Protocols for Banks and Asset Managers: Client Meetings, Investment Committees, and Compliance

Why Banks and Asset Managers Need a Different Kind of AI Minute-Taking

Banks and asset managers don't just hold "meetings."

They conduct client meetings, investment advisory discussions, portfolio reviews, investment committees, investment meetings, risk meetings, compliance discussions, KYC reviews, anti-money laundering investigations, internal case discussions, mandate handovers, product meetings, credit discussions, sales meetings, board meetings, and talks with external partners.

Continuous information arises that may become important later:

1. Client needs
2. Investment objectives
3. Risk profile
4. Investment horizon
5. Knowledge and experience
6. Financial circumstances
7. Suitability and appropriateness issues
8. Product discussions
9. Portfolio decisions
10. Investment committee resolutions
11. Outstanding documents
12. Compliance action items
13. KYC questions
14. Risk warnings
15. Conflicts of interest
16. Tasks for relationship management, portfolio management, legal, compliance, or operations
17. Next steps

In banking, wealth management, and asset management, documentation is not just administration. It is part of client protection, advice, traceability, risk management, compliance, and quality assurance.

This is exactly where Meeting Metrics comes in.

Meeting Metrics is a Swiss AI solution for banks, asset managers, family offices, and financial service providers that automatically creates structured minutes, meeting notes, tasks, action items, summaries, and reports from client meetings, investment committees, portfolio reviews, and compliance discussions – with Swiss German support, Swiss data hosting, optional on-premise installation, and personal support for implementation, templates, and rollout.

Summary: Why Meeting Metrics is Relevant for Banks and Asset Managers

Banks and asset managers have many conversations but little time for follow-up.

Relationship managers, investment advisors, portfolio managers, investment specialists, compliance officers, legal, risk, operations, and management spend a lot of time summarizing client meetings, tracking outstanding documents, documenting investment decisions, managing compliance action items, recording investment meetings, and retrieving information later.

Meeting Metrics helps exactly there.

During the conversation, the focus can be more on the client, portfolio, risk, market opinion, or decision-making. After the conversation, meeting notes, tasks, summaries, action items, and minutes are automatically prepared. Through templates and context files, banks and asset managers can adapt the results to their own advisory processes, investment processes, compliance requirements, committee structures, and internal quality standards.

The main benefit is not to have "a transcript." The benefit is to make banking and investment work from conversations faster and more usable.

Meeting Metrics does not replace client advice, investment decisions, compliance checks, risk management, or regulatory assessments. The solution supports preparation, structuring, and follow-up. Responsibility for advice, investment decisions, compliance, risk assessment, client documentation, and final communication naturally remains with the responsible professional.

Switzerland and DACH: Why the Regulatory Context Matters

Banks and asset managers operate in a highly regulated environment.

In Switzerland, the Financial Services Act, abbreviated FIDLEG, is central. It aims to protect clients of financial service providers and sets requirements for faithful, careful, and transparent provision of financial services.

For professional asset managers in Switzerland, it is also important that they require authorization from FINMA and must meet financial, personnel, and organizational requirements.

For DACH-region financial service providers, additional specifics apply. In the EU, including Germany and Austria, MiFID II shapes requirements for securities services, client information, organization, and conduct rules. The Austrian FMA states that clients must be especially protected and comprehensively informed about products.

Meeting Metrics does not replace FIDLEG, FINIG, MiFID II, WpHG, WAG, or compliance checks. However, the solution can help document conversations and committee meetings so that open points, tasks, advisory topics, risk warnings, client instructions, and internal decisions are prepared more structurally.

What Makes Conversations at Banks and Asset Managers Special?

Conversations in banking and wealth management differ from normal business meetings.

It's not just about updates. It's about assets, risk, investment goals, market opinions, personal circumstances, regulatory requirements, conflicts of interest, confidentiality, suitability, appropriateness, investment decisions, and compliance.

A normal meeting summary is often not enough.

Banking and wealth management documentation must answer specific questions depending on the situation:

1. What was discussed with the client?
2. Which investment objectives were mentioned?
3. What risk tolerance was indicated?
4. Which products or strategies were discussed?
5. What recommendation was given?
6. Which risks were explained?
7. Which outstanding documents are still missing?
8. Which client instructions were given?
9. Which compliance points are open?
10. Which KYC questions need to be clarified?
11. Which conflicts of interest could be relevant?
12. Which tasks lie with the relationship manager?
13. Which tasks lie with the investment office?
14. Which points must be transferred to CRM, DMS, or core banking systems?
15. 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.

Typical Roles in Banks and Asset Management

Meeting Metrics is not aimed at just one role. The benefit arises across various functions.

Relationship Managers and Client Advisors

Relationship managers conduct client meetings, portfolio reviews, needs assessments, consultations, follow-ups, and internal coordination.

Meeting Metrics can help record meeting notes, client needs, outstanding documents, tasks, and next steps more structurally.

Investment Advisors

Investment advisors discuss portfolios, investment strategies, market assessments, products, risks, and recommendations.

Meeting Metrics can convert advisory conversations and internal coordination into structured notes, tasks, and action items.

Portfolio Management

Portfolio managers discuss allocation, rebalancing, risk, mandates, performance, investment ideas, and client portfolios.

Meeting Metrics can document portfolio reviews, investment meetings, and mandate discussions.

Investment Office and Research

Investment offices conduct investment committees, research meetings, market updates, product selections, and strategy decisions.

Meeting Metrics can prepare minutes, resolutions, open points, and tasks from these.

Compliance

Compliance accompanies FIDLEG, MiFID, KYC, AML, suitability, conflicts of interest, cross-border issues, complaints, instructions, and control processes.

Meeting Metrics can structure compliance discussions, internal reviews, and case investigations.

Legal and Risk

Legal and risk accompany complex client cases, contract issues, regulatory requirements, outsourcing, data protection, credit risks, market and operational risks.

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

Operations and Middle Office

Operations and middle office handle account openings, documents, transactions, checks, client master data, reporting, and internal clarifications.

Meeting Metrics can structure action items and coordination.

Management and Board of Directors

Management and boards conduct strategic meetings, risk meetings, compliance reviews, product decisions, project management, and management updates.

Meeting Metrics can create management minutes, tasks, and decision bases from these.

Family Offices

Family offices hold discussions on assets, succession, real estate, investments, philanthropy, taxes, governance, and family committees.

Meeting Metrics can structure complex meetings and better record tasks, decisions, and open points.

Typical Types of Conversations and Meetings

Client Meetings

Client meetings are a central use case.

They cover goals, needs, life situation, investment horizon, risk profile, existing investments, new products, liquidity, retirement planning, succession, real estate, taxes, or financing.

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

Typical contents include:

1. Client situation
2. Investment objectives
3. Risk profile
4. Investment horizon
5. Liquidity needs
6. Existing portfolios
7. Discussed products
8. Outstanding documents
9. Client instructions
10. Next steps
11. Tasks for advisory or client

Portfolio Reviews

Portfolio reviews include market commentary, performance, allocation, rebalancing, risk, fees, adjustment proposals, and client goals.

Meeting Metrics can prepare structured notes, tasks, and open points from these.

Typical questions are:

1. Which strategy was discussed?
2. Which performance was explained?
3. Which risks were mentioned?
4. Which adjustments were proposed?
5. Which client instructions were given?
6. Which follow-up tasks exist?

Investment Committees

Investment committees are especially important because investment opinions, allocations, product recommendations, risk assessments, and market positioning arise there.

Meeting Metrics can prepare minutes, resolutions, tasks, open questions, and decision bases from these.

Typical contents include:

1. Macro update
2. Asset allocation
3. Equity quota
4. Bond strategy
5. Currencies
6. Real estate
7. Alternative investments
8. Product selection
9. Risks
10. Resolutions
11. Responsibilities
12. Next review

Investment and Research Meetings

Research teams discuss market opinions, stock ideas, fund selection, due diligence, ratings, ESG, risks, and product approvals.

Meeting Metrics can document open points, tasks, and investment decisions.

Compliance Discussions

Compliance discussions can involve KYC, AML, FIDLEG, MiFID, cross-border issues, complaints, conflicts of interest, instructions, control results, or internal training.

Meeting Metrics can prepare tasks, open points, decision bases, and tracking from these.

KYC and AML Case Discussions

KYC and AML investigations can be particularly sensitive.

Meeting Metrics can structure internal meetings, provided purpose, access, confidentiality, and retention are clearly regulated.

Typical contents include:

1. Outstanding KYC documents
2. Beneficial owners
3. Source of funds
4. Transaction anomalies
5. Escalation points
6. Internal responsibilities
7. Next steps
8. Compliance decisions

Credit Discussions

Banks conduct credit discussions with private and corporate clients about mortgages, operating loans, investments, collateral, covenants, creditworthiness, and repayment.

Meeting Metrics can prepare meeting notes, outstanding documents, tasks, and credit committee action items.

Internal Mandate or Client Reviews

Teams discuss customer relationships, risks, open items, revenues, potentials, complaints, cross-border aspects, or next steps.

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

Family Office and Governance Meetings

Family offices and UHNW teams hold meetings on asset structure, family strategy, succession, foundations, real estate, participations, and philanthropy.

Meeting Metrics can transform complex discussions into clear tasks, decisions, and open points.

Swiss German, Standard German, and DACH Language

In Swiss banks and asset management, Standard German is rarely spoken exclusively.

Customer conversations, internal reviews, and investment committees often take place in Swiss German. At the same time, meeting notes, compliance documentation, protocols, and customer files are mostly written in Standard German. In DACH constellations, German and Austrian terms, MiFID II logics, WpHG, WAG, and EU regulatory terms are added.

This is often difficult for international AI note takers. Many recognize standard German but not reliably Swiss German, banking jargon, investment terms, 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 banking and asset management must understand not only individual words but also context:

1. Investment advice
2. Asset management
3. Portfolio review
4. Investment objective
5. Risk profile
6. Risk capacity
7. Risk tolerance
8. Investment horizon
9. Mandate
10. Advisory
11. Execution-only
12. Suitability
13. Appropriateness
14. KYC
15. AML
16. Beneficial owners
17. Investment committee
18. Asset allocation
19. Rebalancing
20. Compliance
21. Open item
22. Next steps

Data Protection, FINMA Governance, and Confidentiality

Banks and asset managers process large amounts of personal and confidential data.

This includes:

1. Customer data
2. Asset information
3. Transaction data
4. Portfolio data
5. Tax information
6. Family and succession data
7. Beneficial owners
8. KYC information
9. Risk profiles
10. Investment objectives
11. Credit documents
12. Compliance clarifications
13. Internal control results
14. Complaints
15. Management information
16. Confidential investment decisions

For banks and asset managers, it is therefore important to know:

1. Which data is recorded?
2. For what purpose is it processed?
3. Who has access?
4. Where are audio, transcript, and results stored?
5. How long are data available?
6. Which customer data or particularly sensitive data are affected?
7. How are customers or participants informed?
8. Which conversations are suitable for AI support?
9. Which data are particularly confidential?
10. How are meeting 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?

The FINMA outsourcing circular 2018/3 sets supervisory requirements for outsourcing solutions of banks, insurance companies, and financial institutions. Additionally, for banks, the FINMA circular 2023/1 on operational risks and resilience has been relevant since January 1, 2024.

Meeting Metrics supports banks and asset managers 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 banks, asset managers, family offices, or financial service providers 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 on-premises or in a specifically defined environment if needed.

This is especially relevant for organizations that want to document confidential customer data, portfolio data, investment decisions, KYC information, compliance clarifications, 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 financial institutions.

Swiss Processing in Enterprise Setup

For more sensitive customer conversations, investment committees, or compliance topics, 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 banks, asset managers, family offices, or regulated financial service providers with particularly high requirements, an on-premise installation can be examined. This allows the solution to be operated in their own or a specifically defined infrastructure.

Recording Sources: Customer Conversation, Investment Committee, Online Meeting, or Upload

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

Banks and asset managers work in meeting rooms, with customers, online, hybrid, by phone, in investment committees, or with existing audio and video files. Meeting Metrics can start exactly there.

Mobile App for Customer Appointments and On-Site Conversations

Many advisory conversations or family office 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 customer conversations, short dictations, meeting 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, investment committees, internal reviews, or compliance meetings.

Upload of Audio and Video Files

Existing audio or video files can be uploaded.

This is useful if recordings are already available, for example from meeting recordings, dictation devices, mobile recorders, or video conferences.

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

Smartphone as a Banking Note Tool

A separate recording device is not necessary.

With the smartphone, short observations, advisory notes, dictations, or meetings can be recorded directly. Afterwards, Meeting Metrics creates structured notes, tasks, or protocol drafts from them.

Bank and Asset Management Software: Where Meeting Metrics Could Integrate Results

Swiss banks and asset managers 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 to existing CRM, DMS, core banking, portfolio management, compliance, or task processes.

Depending on the setup, meeting notes, protocols, open items, tasks, reports, or summaries can be exported or transferred via interfaces to existing systems.

Avaloq

Avaloq is widely used in Swiss banking and is used by many banks and asset managers as a core banking and wealth management platform.

Meeting Metrics could help here by preparing reviewed meeting notes, tasks, customer open items, or internal summaries in a structured way and then integrating them into existing processes.

Possible exports or integrations:

1. Customer conversation summary
2. Open documents
3. Tasks for relationship management
4. Investment advisory note
5. Portfolio review note
6. Compliance open item
7. KYC clarification
8. Internal customer review note

Finnova

Finnova is a central core banking platform in the Swiss banking market, especially among many regional and cantonal banks.

Meeting Metrics could complement Finnova-related processes by preparing meeting notes, customer follow-ups, credit discussions, or internal meetings in a structured way.

Temenos

Temenos is internationally relevant and relevant in Switzerland in the banking and wealth management environment.

Meeting Metrics could complement here by providing meetings, tasks, and customer information in a structured manner.

CRM Systems: Salesforce, Microsoft Dynamics, BSI, and HubSpot

Many banks, asset managers, and financial service providers use CRM systems for customer relationships, pipeline, activities, tasks, consulting, campaigns, and service processes.

Meeting Metrics can structure customer conversations and follow-ups so that they can be integrated into CRM processes after review.

Possible results:

1. Meeting note
2. Next steps
3. Customer needs
4. Open documents
5. Follow-up task
6. Cross-selling note
7. Complaint information
8. Relationship update

Portfolio Management and PMS Systems

Asset managers and family offices work with portfolio management systems, performance reporting, order management, risk tools, and customer reporting.

Meeting Metrics can structure portfolio reviews, investment committees, investment meetings, and customer discussions.

Possible results:

1. Portfolio review note
2. Rebalancing task
3. Investment committee protocol
4. Open research question
5. Mandate adjustment
6. Customer instruction
7. Performance comment

Compliance, KYC, and AML Systems

Banks and asset managers use specialized systems for KYC, AML, monitoring, sanctions screening, case management, control processes, and audit trails.

Meeting Metrics can structure internal KYC or compliance meetings. The transfer to official systems should be controlled and reviewed.

DMS, SharePoint, Teams, and Internal Repositories

Many financial institutions use Microsoft 365, Teams, SharePoint, DMS, network drives, or internal knowledge repositories.

Meeting Metrics can store investment committees, customer conversations, compliance reviews, project meetings, and internal management meetings in a structured manner.

Possible exports:

1. Word document
2. PDF
3. Structured summary
4. Task list
5. Protocol
6. Meeting note
7. Management update
8. Share link
9. API export

DACH Systems and International Setups

In organizations close to the DACH region, systems and processes from Germany and Austria can also be relevant, such as MiFID II-related advisory documentation, custodian bank processes, CRM setups, DMS solutions, portfolio management systems, or RegTech applications.

Meeting Metrics does not replace these systems. However, the solution can prepare DACH-related conversations, tasks, and pending items, which are then integrated into existing processes.

What an integration with Meeting Metrics can concretely look like

An integration does not always have to be a deep technical interface right away. Especially for banks and asset managers, a step-by-step approach is often more sensible.

Stage 1: Structured Export

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

This is suitable for teams that first want to check 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. Client Conversation
2. Investment Advisory Note
3. Portfolio Review
4. Investment Committee Minutes
5. Investment Meeting
6. KYC Review
7. Compliance Meeting
8. Credit Conversation
9. Family Office Meeting
10. Management Update

This reduces copy-pasting and improves consistency.

Stage 3: API or Interface Connection

For larger banks, asset managers, or family offices, Meeting Metrics can be connected via API or defined interfaces.

Thus, verified summaries, tasks, or conversation notes could be transferred to existing CRM, DMS, core banking, portfolio management, compliance, or task systems.

Important: Especially with client data, investment advice, KYC, AML, compliance, and investment committees, the transfer should be controlled. The responsible specialist reviews and confirms the content before it is adopted as an official conversation note, advisory 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. Private Banks
2. Asset Managers
3. Family Offices
4. Investment Committees
5. KYC and AML Investigations
6. Compliance Case Discussions
7. UHNW Client Conversations
8. Cross-Border Topics
9. Credit Conversations
10. Board Meetings
11. Sensitive Client Data
12. Outsourcing-Relevant Processes

Where Meeting Metrics can concretely support

Meeting Metrics can create added value for banks and asset managers on several levels.

Document client conversations faster

Structured conversation notes, needs points, open documents, and follow-ups arise from client conversations.

Structure investment committees

Meeting Metrics can record investment opinions, decisions, open points, tasks, and next review dates.

Post-process portfolio reviews

Portfolio discussions can be structured with market commentary, performance, adjustment proposals, and client instructions.

Document compliance meetings

KYC, AML, FIDLEG, MiFID, cross-border, or complaint topics can be better tracked.

Extract tasks and pending items

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

Improve client experience

When advisors and relationship managers have to write less, they can focus more on the conversation.

Reduce knowledge loss

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

Make banking knowledge searchable

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

Examples:

1. What was discussed about risk appetite in the last client conversation?
2. Which documents are missing for the KYC update?
3. Which tasks are assigned to the relationship manager?
4. What client instructions were given in the portfolio review?
5. What was decided about the equity quota in the investment committee?
6. Which risks were mentioned during product approval?
7. Which compliance pending items are open?
8. Which topics have been open for several meetings?
9. What was discussed about succession in the family office meeting?
10. Which cross-border points need to be checked?

Use cases for banks and asset managers

1. Summarize client conversations

Client conversations include needs, goals, risks, existing investments, products, instructions, and open documents. Meeting Metrics can prepare structured conversation notes and follow-ups from this.

2. Record investment committees

Investment committees generate decisions, market opinions, allocation decisions, risks, and tasks. Meeting Metrics can structure these points.

3. Document portfolio reviews

Portfolio reviews include performance, strategy, risks, and adjustment proposals. Meeting Metrics can create understandable notes and tasks from this.

4. Support compliance and KYC meetings

Internal meetings on KYC, AML, FIDLEG, MiFID, cross-border, or complaints can be documented more clearly.

5. Structure family office meetings

Complex conversations about wealth, succession, real estate, holdings, or philanthropy can be better post-processed.

6. Follow up credit conversations

Mortgage and corporate client meetings generate open documents, creditworthiness questions, collateral, and pending items. Meeting Metrics can structure these.

7. Document investment and research meetings

Research and investment teams can record open questions, stock ideas, product selections, and next steps.

8. Improve mandate and client handovers

When relationship managers change or are absent, Meeting Metrics can help understand conversation history and open points faster.

Economic benefits: What Meeting Metrics concretely brings to a bank or asset manager

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

Relationship managers, investment advisors, portfolio managers, compliance, legal, risk, operations, and management remain professionally responsible. However, Meeting Metrics helps reduce repetitive post-processing, prepare conversation notes faster, capture tasks more structurally, and better retrieve client or investment knowledge.

This is especially important in banking and asset management because many teams simultaneously have to manage high client expectations, regulatory requirements, complex products, sensitive data, and internal quality standards.

Example calculation: Wealth management team

Let's take a wealth management team with 20 employees in advisory, investment office, compliance, and operations.

Typical conversation and meeting volume per month:

1. Client conversations
2. Portfolio reviews
3. Investment committees
4. Investment meetings
5. KYC reviews
6. Compliance meetings
7. Cross-border investigations
8. Credit conversations
9. Internal client reviews
10. Team meetings
11. Project meetings

In practice, this can quickly result in 100 to 250 documentation-relevant conversations per month. Not every conversation requires a formal protocol, but many need at least a conversation note, task list, client pending items, or decision overview.

If currently only 10 to 20 minutes of post-processing are required per conversation, this already results in considerable effort. For complex client conversations, investment committees, or compliance reviews, the effort can be significantly higher.

Meeting Metrics does not completely eliminate this effort. That would not be the right expectation. The professional review, regulatory classification, investment decision, 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. Draft conversation note
2. Portfolio review summary
3. Task list
4. Open documents
5. FIDLEG or MiFID relevant notes
6. KYC pending items
7. Compliance points
8. Investment committee decisions
9. Investment meeting minutes
10. Client follow-ups
11. Searchable client and investment knowledge

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

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

This time can be used where it is more valuable:

1. Client advisory
2. Portfolio quality
3. Investment analysis
4. Compliance review
5. Client communication
6. Risk management
7. Team leadership
8. Process improvement
9. Acquisition
10. Quality assurance

More quality instead of just less effort

The benefit is not only reflected in hours.

Meeting Metrics can also improve the quality of post-processing:

1. Conversation notes are available faster.
2. Tasks are assigned more clearly.
3. Open documents are less likely to be lost.
4. Investment committee decisions are documented more transparently.
5. Client conversations lead to follow-ups faster.
6. KYC and compliance pending items remain more visible.
7. Client handovers become easier.
8. Internal reviews become more structured.
9. Knowledge from conversations remains findable.

The economic benefit therefore does not lie in replacing people. It lies in relieving qualified employees from repetitive raw work and giving them more time for clients, analysis, compliance, and quality.

Everyday life in banks and asset management: Why time savings matter

Banks and asset managers are under pressure.

Clients expect personal advice, regulatory requirements increase, markets change rapidly, compliance remains demanding, skilled workers are scarce, and internal processes become more complex.

Meeting Metrics relieves where particularly much manual work arises: in conversation notes, investment committee minutes, portfolio reviews, compliance meetings, and internal sessions.

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 committee meetings, significantly higher time savings are possible depending on the starting situation.

For banks and asset managers, this means: less time for raw notes and post-processing – more time for clients, portfolios, compliance, and quality.

Which conversations are particularly suitable?

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

These include:

1. Client meetings
2. Portfolio reviews
3. Investment committees
4. Investment meetings
5. Research meetings
6. KYC reviews
7. AML case discussions
8. Compliance meetings
9. Cross-border clarifications
10. Credit discussions
11. Family office meetings
12. Mandate handovers
13. Internal client reviews
14. Product approvals
15. Board meetings
16. Executive meetings
17. Project meetings
18. Process workshops

Less suitable are conversations in which particularly confidential or sensitive data would be processed without clear information, without a defined purpose, or without an agreed governance concept. Especially KYC, AML, UHNW mandates, cross-border topics, complaints, credit cases, and sensitive family or asset data should be carefully reviewed.

Why banks and asset managers do not need a generic AI notetaker solution

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

Banks and asset managers have different requirements.

A sales team might need conversation summaries and CRM updates. A bank needs advisory notes, meeting notes, KYC pending items, portfolio reviews, investment committee decisions, suitability-related notes, compliance points, FINMA governance, and controlled storage.

An international tool might understand "meeting summary." But a Swiss bank or asset manager needs:

1. Client meeting
2. Investment advice
3. Risk profile
4. Investment objective
5. Risk capacity
6. Risk tolerance
7. Portfolio review
8. Advisory
9. Asset management mandate
10. Investment committee
11. Investment decision
12. KYC
13. AML
14. Cross-border
15. FIDLEG
16. MiFID II
17. Compliance pending items
18. Open documents
19. Meeting note
20. Next steps

Meeting Metrics is therefore not just an AI notetaker, but a solution that can be adapted to the working methods of Swiss banks, asset managers, and DACH-region financial service providers.

Introduction to banking and asset management: Test first, then roll out cleanly

The use of AI in banking and asset management should be pragmatic and controlled.

Therefore, a clearly defined entry point is recommended. Banks, asset managers, or family offices can first test Meeting Metrics in a pilot, assess the quality, and then decide how to design a sensible rollout.

1. Test Enterprise for two weeks

A banking or wealth management team can initially test Meeting Metrics for two weeks in the Enterprise setup. This phase is not about immediately switching all client meetings or compliance cases. It is about realistically assessing quality.

Typical tests can be:

1. An internal team meeting
2. An investment committee
3. An investment meeting
4. A portfolio review
5. A client meeting with clear information
6. A KYC review
7. A compliance meeting
8. A credit discussion
9. A family office meeting
10. A dictation for a meeting note
11. A project meeting

This way, the team quickly sees how well transcription, Swiss German, summarization, tasks, meeting note templates, and banking 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 meeting note?
3. How well are tasks recognized?
4. How well are open documents recognized?
5. How well do the results fit the own client or committee structure?
6. Which templates need to be adjusted?
7. Which types of meetings are particularly suitable?
8. Which types of meetings should be consciously excluded?
9. How well does the review process by specialists work?
10. How well can results be integrated into existing CRM, DMS, or banking systems?

This phase is important so that Meeting Metrics is not evaluated theoretically but based on real banking, wealth management, and compliance contexts.

3. Optimize templates together

Afterwards, the most important templates can be adjusted.

For example:

1. Client meeting
2. Investment advice
3. Portfolio review
4. Investment committee
5. Investment meeting
6. KYC review
7. Compliance discussion
8. AML case discussion
9. Cross-border clarification
10. Credit discussion
11. Family office meeting
12. Management update

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

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

At the same time, 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. Client and portfolio data
10. Particularly sensitive personal data
11. Use of data for training
12. Outsourcing review
13. Operational risks
14. Operating model
15. Local models
16. On-premise option
17. Integration into CRM, DMS, core banking system, or portfolio management system

For particularly sensitive conversations 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 banks and asset managers, 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 banking and wealth management.

For example:

1. Which types of meetings are suitable for the start?
2. How to properly inform clients?
3. How to start and stop recordings correctly?
4. How to use dictations for meeting notes?
5. How to create better templates?
6. How to efficiently review 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 investment committees from client meetings?
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 working process.

6. Gradual rollout

After the pilot, Meeting Metrics can be rolled out gradually.

A sensible sequence might be:

1. First internal team meetings and dictations
2. Then investment committees and investment meetings
3. Then selected client meetings
4. Then portfolio reviews and KYC discussions
5. Later exports or interfaces to existing systems
6. For particularly sensitive compliance or UHNW cases, only after additional review

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

Example: This is how a workflow in a client meeting could look

Before the meeting, the advisor uploads a conversation structure, portfolio information, or relevant client topics.

During the meeting, 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 meeting, Meeting Metrics creates a structured summary with needs, discussed products, open documents, tasks, and next steps.

The advisor reviews the result, adds professional assessments, and decides which information is transferred to CRM, advisory documentation, or client files.

Later, the team can ask the AI chat:

1. What was discussed about risk tolerance?
2. Which investment objectives were mentioned?
3. Which documents are still missing?
4. Which tasks are assigned to the client?
5. Which tasks are assigned to the relationship manager?
6. Which portfolio adjustments were discussed?

Example: This is how a workflow in an investment committee could look

The investment office conducts an investment committee on market opinion, asset allocation, and product selection.

Meeting Metrics then creates a draft protocol with decisions, market assumptions, risks, tasks, and next review points.

The responsible person reviews the draft and decides what is archived as the official investment committee protocol.

Typical results are:

1. Investment Committee Minutes
2. Asset Allocation Decisions
3. Open Research Questions
4. Product or Fund Reviews
5. Responsibilities
6. Next Review Dates
7. Management Update

Example: This is what a workflow in a compliance meeting could look like

A team from Compliance, Legal, Relationship Management, and Operations discusses a complex KYC or cross-border case.

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

The responsible specialist reviews the result and transfers relevant points into the internal task or case management.

This way, the meeting remains traceable without having to manually take notes during the conversation.

Benefits for Swiss Banks and Asset Managers

Less manual follow-up

The AI prepares meeting notes, minutes, tasks, and summaries. This saves time in post-processing.

Support instead of replacement

Meeting Metrics supports relationship managers, investment advisors, portfolio managers, investment offices, compliance, legal, risk, and operations with the groundwork. The professional review, regulatory quality, and final responsibility remain with the organization.

Better meeting quality

Professionals can focus more on clients, portfolios, risk, or compliance instead of simultaneously taking notes.

More traceability

Meeting content, tasks, open documents, and next steps are recorded more structurally.

Faster availability

Meeting notes, to-do lists, or minutes can be made available more quickly.

Swiss German support

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

DACH-compliant meeting documentation

For organizations with ties to Switzerland, Germany, and Austria, FIDLEG, MiFID, cross-border, and client meetings can be documented more structurally.

Swiss data storage and on-premise option

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

Custom templates

Banks and asset managers can use their own templates for client meetings, portfolio reviews, investment committees, KYC reviews, compliance meetings, or management updates.

Personal support

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

On-site onboarding

If needed, Meeting Metrics can accompany banks and asset managers on-site and provide practical tips for meeting 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 pleasant for confidential client meetings, investment committees, and compliance meetings.

No additional recording device needed

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

Which financial organizations is Meeting Metrics suitable for?

Meeting Metrics is suitable for banks, private banks, cantonal banks, regional banks, asset managers, family offices, financial service providers, investment advisors, broker-affiliated financial organizations, compliance teams, legal, risk, operations, investment offices, and portfolio management teams.

The solution is especially relevant for organizations that:

1. regularly document client meetings
2. want to structure portfolio reviews
3. record investment committees
4. document investment meetings
5. follow up on KYC and compliance meetings
6. use Swiss German
7. manage DACH mandates
8. have high requirements for data protection and governance
9. want to continue using existing CRM, DMS, or banking systems
10. do not want additional recording hardware
11. do not want visible bots in meetings
12. want to make client and investment knowledge from past meetings more easily findable

Frequently asked questions from banks and asset managers

Is Meeting Metrics suitable for banks?

Yes. Meeting Metrics is suitable for banks that want to structure client meetings, portfolio reviews, investment committees, compliance meetings, KYC reviews, credit discussions, or internal meetings.

Is Meeting Metrics suitable for asset managers?

Yes. Meeting Metrics is suitable for asset managers, family offices, and financial service providers who want to document client meetings, investment decisions, investment meetings, and compliance tasks.

Does Meeting Metrics support investment committees?

Yes. Meeting Metrics can structure investment committees and prepare decisions, open research questions, responsibilities, risks, and next steps.

Does Meeting Metrics support client meetings?

Yes. Meeting Metrics can summarize client meetings and structure client needs, investment goals, open documents, tasks, and follow-ups.

Does Meeting Metrics replace investment advisors, portfolio managers, or compliance?

No. Meeting Metrics does not replace advice, investment decisions, compliance checks, or regulatory responsibility. The solution creates a structured basis and supports post-processing.

Can Meeting Metrics understand Swiss German?

Yes. Meeting Metrics is tailored to the Swiss market and also supports Swiss German. This is especially important for client meetings, internal reviews, and investment committees in Switzerland.

Is Meeting Metrics also suitable for DACH mandates?

Yes. Meeting Metrics can also help with DACH-related meetings, for example with clients, teams, or partners in Germany and Austria. The professional and regulatory assessment remains with the responsible local experts.

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 banks and asset managers to choose an appropriate operating model depending on data protection requirements, IT strategy, and data sensitivity.

Is an on-premise installation possible?

Yes. For banks, asset managers, family offices, or regulated financial service providers 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 banks regarding data protection?

Basically, the use can be possible if purpose, legal basis, proportionality, order processing, access, information obligations, retention, deletion, and data security are properly regulated. For regulated financial institutions, internal governance, outsourcing, and operational risk issues must also be examined.

Does every client meeting have to be recorded?

No. Banks and asset managers should consciously define for which types of meetings Meeting Metrics is used and for which not. Particularly sensitive KYC, AML, UHNW, credit, or cross-border cases require careful review.

Are data used for training?

For banks and asset managers, it is crucial that client data, portfolio data, or compliance information are not used for model training. This should be contractually and technically clarified in the specific setup.

Can a bank test Meeting Metrics first?

Yes. Banks and asset managers can initially test Meeting Metrics in the enterprise setup, for example for two weeks. During this phase, internal meetings, investment committees, selected client meetings, or dictations can be processed, templates checked, and quality assessed.

Is on-site onboarding available?

Yes. On-site onboarding is possible for banks, asset managers, and family offices. This includes not only explaining functions but also providing practical tips on meeting types, templates, data protection, governance, recording processes, exports, and internal introduction.

Does Meeting Metrics also work for physical meetings?

Yes. Meeting Metrics can also be used for physical client meetings, investment committees, dictations, or on-site meetings via the mobile app.

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 to Avaloq, Finnova, Temenos, or CRM systems?

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, DMS, core banking, portfolio management, compliance, or task systems are conceivable.

Are contents automatically written into the client file?

Not without review. Especially for client data, investment advice, KYC, AML, or compliance, it is important that professionals review, correct, and approve contents before they are transferred to CRM, DMS, core banking systems, or client files.

Can Meeting Metrics hand over tasks to compliance, RM, or portfolio management?

Yes. Meeting Metrics can extract tasks, to-dos, and responsibilities from meetings or sessions. 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 evaluated whether API or interface integration makes sense.

Can Meeting Metrics use different banking templates?

Yes. Banks and asset managers can work with individual templates, for example for client meetings, portfolio reviews, investment committees, investment meetings, KYC reviews, compliance meetings, or management updates.

Does Meeting Metrics require additional hardware?

No. There is a desktop app for online meetings. For client meetings, physical meetings, or spontaneous notes, the mobile app can be used. Banks and asset managers do not need to buy or manage additional recording devices.

How quickly does a bank or asset manager see the benefits?

Often, a short pilot with real meetings is enough to assess quality and time savings. Internal meetings, investment committees, portfolio reviews, client meetings, KYC meetings, or team meetings are particularly suitable.

Conclusion: AI minutes must fit everyday banking and wealth management

Swiss banks and asset managers do not need a generic AI note-taker solution.

They need a solution that understands financial everyday life:

1. Client meetings
2. Investment advice
3. Portfolio reviews
4. Investment committees
5. Investment meetings
6. KYC
7. AML
8. Compliance
9. Cross-border
10. Credit discussions
11. Family office
12. FIDLEG
13. MiFID II
14. FINMA governance
15. Data protection
16. Swiss German
17. Existing CRM, DMS, and banking systems

Meeting Metrics helps banks, asset managers, and family offices document meetings more efficiently, prepare minutes faster, record tasks better, and make knowledge from meetings usable in the long term.

The main difference is not in transcription.

It's about what happens after the meeting.

With Meeting Metrics, client meetings, investment committees, and compliance meetings become structured meeting notes, minutes, tasks, to-dos, and reusable client and investment knowledge. For particularly sensitive data and regulated organizations, besides Swiss data storage and processing, local models and on-premise setups are also possible.

Secure, structured, and suitable for Swiss banks, asset managers, and DACH-related financial service providers.

Ready for less follow-up in advisory, investment, and compliance?

With Meeting Metrics, you can focus more again on clients, portfolios, compliance, and quality. Meeting notes, minutes, tasks, and summaries are created automatically in the background.

Whether client meeting, portfolio review, investment committee, investment meeting, compliance meeting, KYC review, or physical meeting on-site: Meeting Metrics runs via desktop and mobile apps on the devices you already use.

Banks, asset managers, and family offices can test Meeting Metrics for two weeks in the enterprise setup, evaluate real meetings, convince themselves of the quality, and then gradually implement it. On-site onboarding is available on request – including tips on meeting notes, templates, data protection, FINMA governance, recording processes, exports, integrations, and rollout.

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

Test Meeting Metrics for free or schedule a demo for your banking or wealth management team.

Questions? Write to us at info@meetingmetrics.ai