The Intelligence Layer for The Discerning Investor
Ask any question about your portfolio. Receive instant insight, interactive
visualizations, and the analysis behind every answer. No spreadsheets, no manual
queries, no delay.
Investment data is fragmented, static dashboards answer yesterday's questions, and manual analysis takes hours.
Meso IQ introduces a fundamentally different approach; it is an advanced intelligence platform that
sits on top of your data and offers immediate insights, calculations, and reports so that you can take action faster.
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Unified Data Layer
Portfolios, positions, transactions, performance, risk, benchmarks, and market data are dynamically brought together the moment you ask a question. Meso IQ does not store your data; information is securely pulled from your systems in real time, analyzed, and returned as clear answers based on the current state of your portfolio.
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Conversational Analytics
Ask sophisticated portfolio questions in plain language. Meso IQ translates natural questions into advanced analytics, returning clear explanations, structured data, and visual insight in seconds. No convoluted queries. No specialists required.
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Interactive Exploration
Every insight is a starting point to dive deeper. Navigate from portfolio summaries down to individual securities and transactions. Understand not just what happened but also precisely why it happened.
How It Works
From Data to Decision in Seconds
1
Connect Your Data
Securely integrate data from custodians, brokers, portfolio accounting systems, and market data providers. Meso IQ structures everything into a unified intelligence layer.
CustodiansBrokersMarket Data
2
Ask a Question
Use natural language to explore performance, exposure, concentration, risk, attribution, holdings, or market impact. Meso IQ interprets the question and runs the analytics automatically.
Natural LanguageInstant
3
Explore the Results
Each response includes dynamic charts, interactive tables, and clear explanations. Drill into sectors, securities, strategies, or time periods to uncover deeper insight.
ChartsTablesDrill-Down
4
Communicate with Clarity
Turn insights into client-ready communication. Generate dashboards, summaries, and plain-English explanations for investment teams, advisors, clients, and investment committees.
ReportsDashboards
Unified Investment Data
Every Signal. One Layer.
Meso IQ brings together the complete investment data stack the moment you ask a question—securely pulling information from your existing systems without storing it. This intelligence layer sits between your raw data and your decisions, dynamically assembling the most current view of your portfolio so every answer reflects the latest, most accurate information available.
◎ OUTPUTDeep Insights / Decisions / Reporting
↑
◈ MESO IQProprietary Intelligence Layer
↑
≡ DATAPortfolios
≡ DATAPositions
≡ DATATransactions
≡ DATAPerformance
≡ DATARisk & Exposure
≡ DATABenchmarks
Built for Investment Professionals Who Need Answers Now
◈
Asset Managers
Identify performance drivers and manage exposure across complex portfolios at speed.
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Wealth Managers
Deliver transparent, client-ready insights and visual portfolio explanations instantly.
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Family Offices
Maintain unified visibility across multiple portfolios, entities, and custodians.
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Institutional Investors
Conduct rigorous attribution and risk analysis across large and complex portfolios.
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Investment Advisors
Answer client questions confidently with instant, accurate portfolio intelligence.
Insight is Always One Question Away
Understanding your portfolio should not require hours of analysis. With Meso IQ, the intelligence you need is available the moment you ask for it.
Solutions
Intelligence for Every Role
Investment professionals face an overwhelming amount of data. Meso IQ transforms this complexity into clarity—delivering the insight each team needs, exactly when they need it.
Example Questions
What drove portfolio performance this quarter?
Where are our largest sector exposures?
How concentrated is the portfolio today?
Which positions are driving volatility?
Show the top contributors to returns last month.
Solutions by Role
Understand Portfolio Drivers Instantly
Portfolio managers need rapid, accurate insight into what is driving performance, risk, and exposure. Meso IQ replaces the dashboard hunt with a single conversational interface that spans your entire portfolio.
Identify performance contributors and detractors across any time period
Analyze sector, industry, and geographic exposures at a glance
Detect concentration risks before they become problems
Explore risk and volatility drivers interactively
Drill from portfolio-level summaries to individual securities in seconds
PORTFOLIO MANAGER WORKFLOW
MORNING Review overnight performance attribution
RESEARCH Investigate exposure changes after rebalancing
MEETING Present portfolio insight with drill-down clarity
Clients want transparency and clarity around their investments. Meso IQ transforms portfolio data into intuitive explanations supported by visual insight—so advisors spend less time preparing and more time advising.
Instantly answer client questions about portfolio performance
Generate visual summaries and interactive charts for any meeting
Provide plain-language explanations of complex portfolio behaviour
Explore exposures and diversification across client accounts
Deliver transparent, engaging reporting that builds client confidence
CLIENT MEETING SCENARIO
"Why is my portfolio down this month when the market was up?"
Meso IQ surfaces the answer instantly—showing sector-level attribution, the specific holdings responsible, and an explanation a client can understand immediately.
Holistic Visibility Across All Investments
Family offices manage multiple portfolios, asset classes, and custodians. Meso IQ consolidates everything into one unified intelligence layer—providing complete visibility across complex investment structures without the operational overhead.
Unified visibility across all portfolios, entities, and accounts
Aggregated exposure and concentration analysis across custodians
Cross-portfolio performance monitoring and comparison
Transparent, tailored reporting for family stakeholders
Deep exploration of holdings, strategies, and allocation trends
CONSOLIDATED VIEW
Entity A — Growth Portfolio+8.4%
Entity B — Income Portfolio+4.1%
Entity C — Alternatives+2.9%
Total Family AUM+5.8%
Rigorous Analysis at Institutional Scale
Institutional investors require deep, rigorous analysis across large and complex portfolios. Meso IQ enables analysts and investment teams to investigate portfolio dynamics through interactive analytics—accelerating discovery without sacrificing precision.
Portfolio attribution and detailed performance analysis
Risk and concentration monitoring across asset classes
Exposure analysis across sectors, geographies, and currencies
Rapid exploration of portfolio dynamics and risk drivers
Dynamic visualization for investment committee presentations
RISK EXPOSURE SNAPSHOT
EQUITY
62.4%
FIXED INCOME
28.1%
ALTERNATIVES
7.3%
CASH
2.2%
Solutions by Use Case
Every Angle of Your Portfolio Covered
01 — Performance
Attribution Analysis
Quickly understand what is driving returns. Analyse performance across any time period, identify contributors and detractors, and drill into the securities and strategies responsible for portfolio outcomes.
02 — Risk
Exposure & Risk Monitoring
Understand exactly how your portfolio is positioned. Explore exposures across sectors, industries, geographies, and currencies while identifying concentration risks before they become critical.
03 — Discovery
Interactive Exploration
Move seamlessly from high-level summaries to granular detail. Begin with any question and drill into holdings, transactions, and historical trends to uncover insight that static dashboards will never surface.
04 — Communication
Investor & Client Reporting
Turn complex analytics into clear communication. Automatically generate intuitive visual summaries and plain-language explanations that help investors understand their portfolio and the decisions behind it.
Experience Investment Intelligence
Discover how Meso IQ can transform the way you understand your portfolio.
About Meso IQ
The Missing Layer for Investment Intelligence
Investment portfolios generate enormous amounts of data. Yet even with modern analytics tools, answering straightforward questions about a portfolio can still take hours. We built Meso IQ to change that.
Our Story
Built to answer the questions that matter.
What drove performance this quarter? Where is the portfolio most concentrated? Which positions are driving volatility? These questions should be easy to answer. Meso IQ makes them instant.
The Problem We Saw
Investment data has grown exponentially—but the tools used to analyse it have not kept pace. Most investment platforms were designed for data storage and reporting, not for genuine understanding.
◈ Portfolio data lives across multiple disconnected systems
◈ Insights require manual analysis and specialised tools
◈ Dashboards answer predefined questions—not new ones
◈ Generating explanations for investors takes significant effort
In a world where markets move quickly, investment intelligence should be immediate, interactive, and intuitive.
Our Insight
The most natural way to explore any information is to ask questions. Investment professionals should be able to simply ask: what is driving performance? Where is our biggest risk? Which holdings contributed most to returns?
From that starting point, they should be able to explore deeper—drilling into sectors, securities, time periods, and strategies without switching tools or waiting for a report to be built.
That insight became the foundation of Meso IQ.
The Meso IQ Approach
Rather than presenting static dashboards or predefined reports, Meso IQ creates an intelligence layer that sits between portfolio data and investment decisions. Users interact with their portfolio through conversational analytics, supported by dynamic visualization and deep data exploration.
Ask a question. See the insight. Explore the underlying data. The result is a system that allows investment professionals to move from raw data to understanding in seconds—not hours.
What Makes Us Different
Built Around Understanding
Conversational
Natural Language Analytics
Ask sophisticated portfolio questions in plain language and receive immediate insights supported by visual analysis and structured data—without writing a single query or opening a spreadsheet.
Interactive
Deep Data Exploration
Every answer includes dynamic charts and tables that allow users to drill into the drivers behind portfolio results—from portfolio-level summaries to individual securities and transactions.
Unified
Single Intelligence Layer
Meso IQ integrates portfolio, transaction, performance, and market data into one continuously-updated layer—ensuring every analysis reflects the most accurate, current view of the portfolio.
The Team
The People Behind Meso IQ
Our team brings together deep expertise in investment management, financial technology, and data engineering—united by a shared conviction that investment intelligence should be faster and more intuitive.
BCN
Bao Chau Nguyen
Co-Founder & CEO
Spent over 15 years building investment analytics and regulatory reporting platforms. Saw firsthand how fragmented data systems slow investment teams down. Now focused on reimagining portfolio intelligence through AI and unified data.
AJO
AJ Olson
Co-Founder & CTO
Designed and engineered products used by millions, from fintech to security to gaming. Brings 20 years of deep experience in tech, from frontline builder to strategic executive. Now dedicated to making your data work for you by smartly leveraging AI.
Just as search transformed how people access information, conversational intelligence will transform how investors understand their portfolios.
— The Meso IQ Vision
The future of investment analytics will not be built around static dashboards. It will be built around intelligent systems that allow investors to explore their data naturally and instantly. Meso IQ is building that future.
Investment Intelligence. Instantly.
Join the investment professionals already turning portfolio complexity into decision-ready insight.
Request a Demo
See Meso IQ in Action
Tell us about your team and we'll arrange a personalised demonstration of the Meso IQ platform.