AQ Investment Process
Paul Hogg
Created on March 8, 2024
Over 30 million people create interactive content in Genially.
Check out what others have designed:
LETTERING PRESENTATION
Presentation
SPRING HAS SPRUNG!
Presentation
BIDEN’S CABINET
Presentation
VACCINES & IMMUNITY
Presentation
UNCOVERING REALITY
Presentation
LAS ESPECIES ANIMALES MÁS AMENAZADAS
Presentation
POLITICAL POLARIZATION
Presentation
Transcript
Fogwill Jones
Investment Process
Start
Agenda
Contact
6.
Metrics
Optimisation process
Fund Selection
Intrument Types
Asset Allocation
5.
4.
3.
2.
1.
Optimised & Responsive Long Term Positioning
Asset Allocation
Research carried out by Brinson, Hood and Beebower and published in the Financial Analyst Journal in 1986, found that:
90%
of investment returns can be attributed to asset allocation
In contrast, short-term tactical allocation focuses on adjusting to take advantage of immediate market opportunities or risks.
Tactical or Strategic
Long-term strategic asset allocation involves setting a long-term plan for your investments.
We do not attempt to boost returns through tactical asset allocation, as history has shown that this typically erodes value over the long term.
Long- Term SAA
Short-Term TAA
ST TAA
LT SAA
The Investment Team can implement shorter-term positioning relative to the crowd-sourced research of many providers at once.
'Market neutrality' is defined as the aggregate exposure of MPS peers, and independent macro analysis by our research partners
Long Term Strategic Asset Allocation is a major driver of overall portfolio performance and sustainable long-term returns.
A blend of Dynamic Planner published allocations, augmented towards market neutrality
8AM "Floating" Strategic Asset Allocation
+ INFO
Relevant in periods of market volatility for capital preservation
Responsivity
+ INFO
Long-term strategic distribution that considers the optimal balance between risk and return
Optimisation
+ INFO
Stability through market cycles whilst benefiting from the compounding effect over time
Growth
Active & Passive fund selection
Intrument Types
RESEARCH
INFO
PROS
RESEARCH
INFO
The Active/Passive debate
CONS
Passive
Active
There's an ongoing debate about whether actively managed funds are worth the higher fees they charge
We believe that quantitative analysis can enhance the efficiency and objectivity of fund selection and portfolio monitoring.
- Lower OCF is a side effect
- Passive funds provide a wide market lens
- They are an essential building block
- But can diversify away alpha in strong periods of thematic momentum
- Active funds provide a focused market lens
- Alpha decay isn’t necessarily a negative – it can be leveraged!
Blending funds isn't just about cost
A lens to the market
Relative scoring via quantative analysis
Fund selection
Quantitative fund screening
The AQ system ranks each potential fund in a sector based on absolute percentiles relative to all others in the ranked table.
Funds above 2nd decile are automatically sold
20% +
Funds in the 2nd decile are reviewed
10-20%
Evidence-based & dispassionate
10%
Funds in the top decile are acceptable
The AQ system replaces teams of analysts and fund pickers found at other more traditional asset management groups. In their place is a decision-making framework, designed to find and hold great funds – for an appropriate amount of time.
Much of the success of the AQ process lies within its dispassionate and objective sell discipline, as well as the ability to identify and back less well-known managers when the data supports such a move
Fostering a strong sell discipline
Caputuring alpha
'If it doesn’t add value – we don’t do it'
The investment process has been designed wholly around this principle
The AQ workflow
Optimisation process
However, we can at any point hold an ad-hoc investment committee if we need to react to a significant market event.
Ad Hoc
‘Significant’ in this instance can be quantified as an unforeseen event that fundamentally alters the modelled status quo of each sector
Unforeseen data
Examples: Brexit vote, COVID, unexpected economic data…etc. These ad-hoc committees do not necessitate change, but are designed to re-test all current portfolio positions, considering the new data.
Test and re-test
AQ Optimisation
MORE
The investment process runs every two months as standard, as part of ongoing portfolio optimisation.
Whether scheduled or performed reactively, the AQ investment process follows the same five steps:
AQ Review Process
Research
Due diligence & Sense Check
Risk Assessment & Portfolio Review
Our research and experience indicate better results with changes every two months, keeping a close watch on portfolio drift without increasing friction.
Action
Communication
Clear & consistent reporting
Does it work?
Metrics
Source: FE Fundinfo & 8AM Global Limited – 01.11.2017 – 31.12.2023 Monthly observed rolling 12 month data - AQ fund picks versus relevant sector as binary win/lose outcome expressed as a percentage. Some sectors not in use throughout ‘since launch’ period – during periods of sector removal win/lose data has been removed from statistics. Back-testing performed using ‘walk forward’ methodology performing for ‘standard switches’ without use of ‘responsive’ – funds replaced based on fund with best score that had adequate platform availability and fund size.
Win rate
77.6%
An average of 77.6% of AQ fund switch decisions outperformed their benchmark sectors over 12 months.
AQ MPS 7
IA Mixed Investment 40-85%
Performance vs benchmark
AQ MPS 3
IA Mixed Investment 0-35%
AQ MPS 4
IA Mixed Investment 20-60%
AQ MPS 5
IA Mixed Investment 20-60%
AQ MPS 6
IA Mixed Investment 40-85%
Risk vs return - 3 volatile years
Efficient charging
Underlying OCF will vary depending on whether the AQ system detects quantifiable outperformance by active managers Maximum historic range is +/- 0.05%
portfolios@8amglobal.com 8amglobal.com
Thank you
AQ 6- 40.09% IA Mixed Investment 40-85% - 23.46%
Advisers are updated on any new changes made in our ‘Portfolio Change Report’, via our online portal and direct email reporting. Reports include full change rationale for any fund alterations as well as justification of any asset allocation changes.
Communication
AQ 3 - 9.49% IA Mixed Investment 0-35% - 3.41%
The portfolios also receive independent risk reviews from Defaqto and EV on a trailing quarterly basis
An informed approach
As a starting point, the Dynamic Planner strategic allocations, provide risk-neutral exposures at each level of portfolio risk.
VS
Active Cons
Higher cost Inconsistent alpha & value Market timing Manager styles Qualitative bias
Passive Cons
Limited upside potential No risk avoidance Inflexibility to market changes Inconsistent alpha & value High volatility
Passively managed funds, also referred to as index funds, aim to replicate the performance of a benchmark index. Since passive funds do not frequently trade their assets unless the benchmark index composition changes, the fees are generally lower. This reduced turnover leads to lower costs for the fund. Additionally, passively managed funds may have a large number of holdings, making it a well-diversified investment option.
Passive Funds
Scoring
Each Factor is scored from 1-100 relative to all other sector members
As a starting point, the Dynamic Planner strategic allocations, provide risk-neutral exposures at each level of portfolio risk They provide an example/benchmark asset allocation for each of the 10 segments on which the illustrated risks and return profiles are based, with one representing the lowest level of risk and 10 the highest. It should be noted that these are not ‘strategic asset allocations’ but simply guides as to the efficient use of each profile
Growth
AQ 7 - 49.50% IA Mixed Investment 40-85% - 23.46%
The Alpha Lifecycle
Alpha Decay
Essentia Analytica undertook a study on the lifecycle of Equity Alpha which highlights a common trend – thematic Alpha builds quickly, slowly plateaus and then slides towards mediocrity before sharply mean reverting The amount of time it takes for the lifecycle to finish varies, but the shape of relative returns is too often; up the stairs and out the window!
VS
Active Pro's
Potential for outperformance Adaptability to market conditions Risk mitigation Dynamic portfolio management Expertise & research Thematic concentration
Passive Pro's
Lower costs Diversification Consistent and transparent approach Reduced emotional decision-making Efficiency and simplicity Market-matching returns
The Investment Team meets to ensure the new picks do not misalign the portfolio risk levels with its assigned risk profile, and adjusts the allocations as required. All potential portfolio alterations are checked relative to our target strategic allocations, as well as the underlying fund exposures. The potential portfolio shapes are submitted to Dynamic Planner for approval – additional risk profilers receive data in quarterly arrears.
Risk Assessment & Portfolio Review
The newly agreed changes are then instructed with each of the platforms.
Action
Total Score
The addition of each ranked score, each with different weighting applied via a Scenario Modifier (Defensive or Neutral)
John C bogle (2007) the little book of common sense investing. J wiley & sons pp 80-81 US equity fund data from 1970-2005
Active fund inconsistency
The chart, courtesy of John Bogle, shows that less than 1% of US equity fund managers (red dots) consistently outperform their benchmark over a 36-year period are able to outperform their benchmark
The Investment Team can make informed decisions on shorter-term positioning relative to longer-term strategic allocations, based on the crowd sourced research of many providers at once. As with the whole investment process, as tactical asset allocation has been proven to be an inconsistent method of alpha creation (low value), but entirely relevant in periods of market volatility for capital preservation (high value), we prioritise neutral to defensive tactical allocation depending on market conditions.
Responsivity
Longer term allocations are augments toward 'market neutrality' - defined as the aggregate exposure of a selected MPS peer group, as well as independent macro analysis by research partners. The goals of the strategic asset allocation are twofold.
Optimisation
- Efficient use of each allocated risk profile
- Appropriate, neutral allocation relative to market leading peers
Actively managed funds have portfolio managers who make decisions regarding which securities and assets to include in the fund. Managers do a great deal of research on assets and consider sectors, company fundamentals, economic trends, and macroeconomic factors when making investment decisions. Active funds seek to outperform a benchmark index, depending on the type of fund and therefore often come with higher fees.
Active Funds
AQ 5 - 32.58% IA Mixed Investment 20-60% - 14.39%
The Investment Team is responsible for updating and checking the AQ system to generate all fund scores and raw data for the committee. During the initial part of the committee meeting, any independent research or macro analysis is reviewed, and any changes to the AQ sector 'gear' are decided as part of this stage.
Research
MPS Peers
As part of each committee, the Investment Team also monitors the shorter-term positioning of a number of peer MPS providers – analysing the Equity, Fixed Interest, Cash and Alternative exposures. This enables the Investment Team to make informed decisions on shorter-term positioning relative to longer-term strategic allocations, based on the crowd sourced research of many providers at once.
The Investment Team conducts a thorough review of AQ's data and flags any potential fund modifications. It identifies all new potential funds, scrutinizing fund size, liquidity, underlying exposures, retail appropriateness, and platform availability...
Due diligence & sense check
AQ 4 - 19.45% IA Mixed Investment 20-60% - 14.39%
- Maximum Loss
- Volatility
- Maximum Drawdown
- Beta
- Positive Periods
- Sortino
- 1-month performance
- 3-month performance
- Sharpe
- 6-month performance
- Alpha
- Upside Capture
- Alpha
- Beta
- Positive Periods
- 1 month performance
- 3-month performance
- 6-month performance
- Sharpe
- Sortino
- Upside Capture
- Maximum Loss
- Volatility
- Maximum Drawdown
OR
Defensive
Defensive ratios are given the highest priority, followed by a blend of Core and Responsive data, with the least importance given to Core.
Neutral
Assigns the highest relevance to a blend of ‘Core’ and ‘Responsive’ data, and gives the lowest relevance to ‘Defensive’ outputs.
Low volatility Max loss Low max drawdown (3 year)
Alpha Beta Positive periods Sharpe Sortino Upside capture (3 year)
1 month 3 month 6 month Performance