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New lead: Anna Kälin submitted inquiry

5 min ago

Task due: Follow up on summit leads

1 hour ago

Andrea Soldati onboarding complete

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AI Workspace

2026.4.5--2026.4.11
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AI Workgroup

AI Assistant · RM · AI Researcher
Good morning, Matthias Huber. Today's focus is the needs-matching stage. RM tasks and AI output packs are aligned and ready for you to use.
09:00
Research has prepared the scenario backtest, peer reference points, and the product shortlist notes for this stage.
09:02
Please sync the current-stage RM tasks and AI outputs for me.
09:05
Current stage is needs matching. RM should focus on the Hans Lüthi interview, the Andrea Soldati liquidity clarification, the second risk-preference confirmation, and the requirement confirmation memo. AI has already synced the structured requirement notes and is generating the holdings look-through, scenario backtest, product shortlist, and peer trade reference pack.
09:06
Send me the materials I should use first for the Hans Lüthi interview and the risk confirmation call.
09:12
Done. I have queued the interview outline, the risk-confirmation script, the latest holdings look-through summary, and the candidate product shortlist in this group. You can open them directly from the AI output items on the left.
09:18
High risk clients Q1 summary Cross-sell
Critical
5
Clients need immediate attention
James Huber AUM dropped 12% in 3 days
3 clients KYC expires within 7 days
View all
Warning
12
Clients showing declining engagement
8 clients no contact for 45+ days
4 prospects stalled in pipeline
View all
Opportunity
8
High-potential conversion chances
3 prospects showing strong signals
5 clients ready for cross-sell
View all
Performance Trends
AUM
Revenue
Clients
$528M
Total AUM
+12.5% vs last month
$42M
Net Inflow
+8.3% vs last month
128
New Clients
+23 vs last month
94.2%
Retention Rate
-1.2% vs last month
AI Insights
Updated 10 mins ago
Urgent
James Huber's portfolio dropped 12% in 3 days due to Fixed Income NAV decline. Recommend immediate outreach.
View client
Opportunity
Quant Hedge Select holders show 18% higher satisfaction. Cross-sell opportunity to 8 Fixed Income clients.
View list
Attention
3 prospects in "warm" stage for 30+ days. Hans Lüthi shows strong buying signals.
View pipeline
AI Team Performance Analysis
WEEKLY
Team overall completion rate: 78% (target: 85%). Average client satisfaction: 4.2/5. New member Leonie Frei requires SOP support - conversion rate 23% below team average. Top performer: Matthias Huber (92% completion, highest AUM per client).
Leonie Frei (New - 3 months): Conversion 65% vs team avg 88%. SOP Recommendation: Pair with Matthias Huber for shadowing. Supplement initial contact scripts. Assign lower-complexity clients first.
Lukas Baumann: Task completion 76%, slightly behind. 4 overdue follow-ups. Recommend redistributing 2 non-urgent tasks to balance workload.
Sophie Meier: Highest client engagement rate. Excellent at HNW relationship management. Recommend sharing best practices with team via SOP documentation.
Wealth Management 5
#NamePhoneEmailAI Status
01Matthias Huber+41 44 210 11 22matthias.huber@different.aiTop Performer
02Sophie Meier+41 79 320 14 26sophie.meier@different.aiOn Target
03Lukas Baumann+41 78 412 36 58lukas.baumann@different.aiBehind
04Nora Keller+41 76 508 19 74nora.keller@different.aiNeeds Attn
05Leonie Frei+41 77 601 28 35leonie.frei@different.aiNew - SOP Required
AI Product Intelligence
AI ANALYSIS
Quant Hedge Select leads with 34% conversion rate and highest client satisfaction. Fixed Income Plus requires attention — NAV dropped 2.3% due to rate changes, 6 client positions affected.
Quant Hedge Select - Hottest product. 34% prospect conversion. AI recommends expanding in pitch decks. 8 compatible client profiles identified for cross-sell.
Fixed Income Plus - NAV alert. -2.3% impact from rate announcement. Generate proactive client communication. KYP risk level may need reassessment.
Product Catalog 12 products
#AI分析基金名称ISIN提供商货币资产类别基金注册地地域暴露晨星资产分类1年回报3年波动率NAV晨星评级价格类别备注
01
Back to Products
CHF

Score

Five-dimension profile

Interactive radar vs. category average (demo).

Snapshot

    AIAI insight

    总结

    亮点

    配置建议

    Performance

    Risk

    Asset & class

    Client fit

    Compliance

    AI recommendation

    Liquidity

    Fees

    AI Discovery: 5 clients have had no contact in 30+ days. 2 KYC reviews expiring within 14 days. 3 warm prospects showing buying signals - recommend prioritizing outreach.
    Client Segmentation
    VIP Clients
    24 clients (AUM >$30M)
    Total AUM $892M
    Avg Products 4.2
    Satisfaction 4.8/5
    View clients
    Growth Potential
    56 clients (AUM $10-30M)
    Total AUM $1,024M
    Conversion Rate 68%
    Growth Rate +15%
    View clients
    At Risk
    17 clients need attention
    Total AUM $186M
    Days Since Contact 45+ days
    Churn Risk High
    Take action
    Dormant
    31 clients inactive
    Total AUM $94M
    Inactive Days 90+ days
    Reactivation Low
    View clients
    Client Directory 200 clients
    #AI洞察客户所在地出生日期职业基础货币年储蓄额(CHF)可投资资产(CHF)当前资产持有方式养老基金(CHF)养老基金提供商投资者类型邮箱手机号状态来源渠道建档日期操作
    01Hans LüthiChur24.03.1972Portfolio ManagerCHF48K1.2MRaiffeisen 储蓄80KAXA PensionskasseLady NormalHans.Luethi1@example.ch+41 71 101 11 11 ContractedWebsite 2024-02-02
    Mr. James Huber - HNW Individual
    AI Client Dossier
    AI 生成
    高净值个人客户,当前画像显示“量化策略偏好 + 中高波动承受”。近三日行为出现再平衡信号,建议进入重点关注名单并按两段式沟通推进。
    策略偏好量化增强 / 稳健增值
    行为特征近期主动调仓,关注回撤与流动性平衡
    关键触发AUM 3 日波动 -12%,触发异常回访策略
    沟通偏好线下面谈 + 邮件摘要,工作日上午触达最佳
    服务优先级高优先级:48 小时内完成复盘与建议回传
    daredevil-joe Quant Interest Position Alert Moderate-Aggressive High Satisfaction KYC Current
    Client profile
    Title:Mr.
    Email:chenjg@163.com
    RM:Matthias Huber
    Phone:+41 44 210 11 23
    Status:Contracted
    Location:Schaffhausen
    Source:Industry Summit
    Client Type:HNW Individual
    Company:--
    Score:95
    Created by:Matthias Huber
    Jun 12, 2024 09:17
    Modified by:Sophie Meier
    Aug 3, 2024 13:18
    Notes:Strong interest in quantitative strategies. Continue follow-up.
    Performance Summary
    Portfolio vs benchmark net value
    Drawdown Performance
    Rolling drawdown depth
    Downside Performance
    Negative-return capture path
    Upside Performance
    Positive-return capture path
    Performance Contribution
    Fund proxy legend can be toggled interactively
    Representative fund products are used in place of the original asset sleeves where mappings are available, while preserving the original report layout and interactions.
    Allocation Groups
    Stacked exposure across four sleeves
    Market Risk Signal
    Cautious to aggressive regime heatmap
    Instrument Allocation
    Cross-product allocation stacked area view
    The stacked area chart below uses the integrated three-investor allocation table and switches with the current investor profile.
    3-Month Performance
    Heatmap by representative product and observation date
    Use the range controls to expand the heatmap horizontally. Hover any cell to inspect the exact instrument, date and rolling return value.
    AI Pipeline Intelligence
    AI ANALYSIS
    2 focus opportunities anchor the 76M pipeline narrative. Andrea Soldati (72%) is ready to advance; Hans Lüthi (45%) needs sharper momentum after 45 days in prospect stage.
    Andrea Soldati (72% conversion): Due diligence complete. Recommend scheduling the proposal review meeting. AI-generated agenda is available.
    Hans Lüthi (45% conversion): In prospect stage 45 days. KYC-KYP match score: 82%. Recommend presenting Quant Hedge Select tailored pitch deck.
    Lead
    1
    Client: Hans Lüthi
    75

    Onboarding Advisory

    New Lead
    Individual   Chur
    Hans.Luethi1@example.ch | +41 71 101 11 11
    Industry Summit
    AI: 45% conversion | Recommend tailored pitch
    + New
    Prospect
    1
    Client: Andrea Soldati
    90

    Quant Product Review

    Contacted
    Individual   Vandoeuvres
    Andrea.Soldati3@example.ch | +41 73 103 13 13
    Referral
    AI: 72% conversion | Ready for contract
    + New
    Contracted
    1
    Client: James Huber
    95

    Discretionary Mandate

    Active
    Individual   Schaffhausen
    Hans.Huber2@example.ch | +41 72 102 12 12
    Industry Summit
    AI: Upsell potential 15M | PE Fund match
    + New
    AI Task Suggestions
    2 NEW
    AI has scanned all modules and generated 2 recommended tasks based on client status, SOP triggers, and market conditions:
    KYC Annual Review - Nicole Rochat (Due in 14 days) | Source: Compliance SOP. Regulatory deadline approaching. Documents need client signature.
    Prospect Pool Outreach - 2 clients active | Source: AI detection. Hans Lüthi and Andrea Soldati showing elevated engagement signals. Optimal contact window: this week.
    My Tasks 10 tasks
    SubjectPriorityStatusClientDue Date
    Follow up on summit leads AI Urgent In Progress James HuberApr 24, 2024
    Complete Andrea Soldati onboarding docs Normal Complete Hans LüthiJan 24, 2024
    Arrange quarterly strategy meeting Low Complete InternalMar 24, 2024
    Send new fund proposal SOP Urgent In Progress Nicole RochatApr 26, 2024
    Profile
    Preferences
    Data Management
    JPEGs or PNGs under 5MB
    Upload
    Episode 09
    different. podcast RM 专属
    AI Voice Ready 06:12 briefing

    Multi-Asset Investment Strategy

    Stock-like Returns · Bond-like Volatility

    Dynamically allocate across multiple asset classes through a systematic approach to achieve more robust long-term returns in complex and changing market environments.

    292%
    Dynamic Multi-Asset Cumulative Return
    8.2%
    Annualized Return
    -27.6%
    Max Drawdown Control
    1.2
    Sortino Ratio

    Latest Research & Blog Highlights

    Bring timely macro, thematic and regional reads into the education journey so clients can move from framework understanding to current-market context.

    Different. Insights
    Jan 28 · 8 min read
    From Fossil Fuel Vulnerability to Clean Tech Dominance: China's Five-Year Plan and the New Geopolitical Battleground
    A thematic deep-dive connecting industrial policy, transition leadership and geopolitical positioning.
    Different. Insights
    Dec 15, 2025 · 5 min read
    Southeast Asia: FinTech as a Catalyst to Growth
    A concise regional read on how digital finance adoption supports economic expansion and investment themes.
    Different. Insights
    Dec 15, 2025 · 3 min read
    China’s Vision to Shape Global Governance and Attract Capitals
    A short-form macro and policy perspective useful for client conversations around capital flows and strategic positioning.
    Different. Insights
    Aug 4, 2025 · 2 min read
    July Insight | Monthly Macro Overview
    A quick macro recap that works well as lightweight educational follow-up content after the strategy overview.

    Why Multi-Asset Education Resonates

    Lead with the investor outcome, then reinforce it with benefits and key talking points before moving into implementation details.

    Investor Takeaway
    Start with the key message

    Why

    Markets are cyclical, and current multiple long-term cycle inflection points make single-asset or static allocation risky.

    What

    A strategy based on five principles, combining functionally complementary sub-portfolios to achieve stock-like returns with bond-like volatility.

    Results

    Historical evidence shows this strategy (especially the dynamic version) significantly improves cumulative returns, reduces drawdowns, and enhances risk-adjusted performance.

    How

    By combining top-down macro cycle assessment with bottom-up instrument/manager selection in a systematic process.

    Core Benefits
    Why clients stay engaged with this topic

    Adapt to Macro Environment

    Flexibly respond to changes in economic, social, technological, political, and ecological factors.

    Mitigate Drawdowns

    Effectively reduce overall portfolio drawdown during equity market declines through diversification.

    Broader Opportunity Set

    Access diverse return drivers and liquidity pools to capture more investment opportunities.

    Consistent Returns

    Provide relatively stable returns across all phases of the market cycle.

    Historical Performance Comparison

    Cumulative Returns (2005-2022)

    Equity Long Only
    169%
    Traditional 60/40
    169%
    Multi-Asset (Static)
    191%
    Multi-Asset (Dynamic)
    292%
    8.2%
    Dynamic Multi-Asset Annual Return
    -27.6%
    Max Drawdown
    Equity: -61.7% | 60/40: -45.4%
    1.2
    Sortino Ratio
    Best risk-adjusted return
    37mo
    2008 Crisis Recovery Time
    Entry timing matters significantly

    How the Strategy Is Built and Delivered

    Structure the education journey from principles to portfolio building, then show the repeatable process behind implementation.

    Guiding Principles
    The beliefs that anchor decision-making
    01

    Long-term Views

    Look beyond short-term market noise and focus on long-term value creation capabilities of assets.

    02

    Systematic Process

    Establish strict, repeatable investment processes to standardize decision-making.

    03

    Smart Diversification

    Focus on complementary return characteristics between assets for true risk dispersion.

    04

    Contrarian Bias

    Stay rational during market panic and take counter-cyclical positions.

    05

    Active Approach

    Dynamically adjust allocations based on market conditions rather than passive holding.

    Portfolio Framework
    The all-weather building blocks

    Growth

    Equity-like assets primarily seeking capital appreciation, providing strong returns during economic expansion.

    Income

    Assets and strategies providing stable cash flows in most market environments, enhancing portfolio stability.

    Stability

    Assets that reduce overall portfolio volatility, providing defensive protection during market turbulence.

    Protection

    Assets and strategies hedging tail risks, protecting capital during extreme market events.

    Execution Process
    From macro research to manager selection
    Integrating macro judgment with specific instrument/manager selection systematically to form an executable investment process.
    1

    Macro & Market Research

    Assess business cycles, market systems, investment themes, and determine the attractiveness of asset classes and industries as well as overall market risk.

    Top-Down Market Direction
    2

    Portfolio Construction

    Determine strategic allocation, dynamic allocation, and tail risk management to build the optimal portfolio aligned with current market conditions.

    Strategic & Tactical Allocation
    3

    Manager Selection & Monitoring

    From over 2,000 managers, through rigorous screening, ultimately select and closely monitor 10-20 outstanding managers.

    Bottom-Up Manager Selection

    Tailored Education for Your Investment Style

    Discover content specifically designed for your risk tolerance and investment goals. Our educational materials are curated based on international investment best practices.

    Fixed Income Essentials

    Learn about bonds, Treasury securities, and other fixed income instruments that provide steady returns with lower risk.

    Explore Course

    Risk Management Strategies

    Understand diversification, asset allocation, and hedging techniques to protect your portfolio from market volatility.

    View Guide

    Retirement Planning

    Discover safe investment options for retirement planning, including annuities and low-risk mutual funds.

    Download Guide

    Balanced Portfolio Construction

    Learn how to build a balanced portfolio with a mix of stocks, bonds, and alternative investments for steady growth.

    Explore Course

    Market Cycle Investing

    Understand market cycles and how to adjust your investment strategy based on economic conditions.

    View Guide

    International Diversification

    Discover how to diversify your portfolio across global markets to reduce risk and capture growth opportunities.

    Download Guide

    Growth Stock Analysis

    Learn advanced techniques for identifying high-growth stocks and emerging market opportunities.

    Explore Course

    Alternative Investments

    Discover hedge funds, private equity, and other alternative investments for higher potential returns.

    View Guide

    Advanced Trading Strategies

    Learn options trading, short selling, and other advanced strategies to maximize returns in volatile markets.

    Download Guide
    Different. Originals

    Video Introduction

    Featured Video Different. Investor Education · 6 min Updated this quarter

    Different. Multi-Asset Investor Briefing

    An introduction to the core ideas behind multi-asset investing, including how growth, income and protection can work together through different market cycles.

    6 min overview 3 key chapters Investor guide
    Editorial Notes
    In this video
    A concise walkthrough designed to help investors understand the role of a multi-asset portfolio before exploring deeper insights.
    Video Highlights
    A concise introduction to how a multi-asset portfolio seeks to balance opportunity, resilience and long-term discipline.
    01Why Multi-Asset, Why Now

    Frame the client problem, macro regime change, and why education content should start with portfolio context instead of product detail.

    02Framework & Return Drivers

    Explain growth, income, stability and protection sleeves in a concise, client-friendly format.

    03Go Deeper via Insights

    Use long-form insight articles as the next step for clients who want macro and thematic depth.