ETF Model Portfolio Insights: The Portfolio Architect's Playbook for Wealth Management

Wealth management is being rebuilt on the next generation of AI driven frameworks - and most of the industry is looking to catch up. In ETF Model Portfolio Insights, our team cut through the noise to show what's actually working: agentic investment committees, deep learning models that produce durable alpha, programmable ETF wrappers, blockchain-native portfolios.

In short, the technical archive for Financial Advisors and Wealth Managers who'd rather lead the transition than follow the crowd.
ETF Model Portfolio Insights · Weekly
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One sharp, technical idea each week — agentic investment committees, AI-driven ETF selection and the future of wealth management. Written by the team behind Algo-Chain.
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Using AI for ETF Selection
Adaptive Advice: Why Static Portfolios Are Becoming Obsolete.
30 June, 2026
What may have worked when the ETF universe was smaller and simpler, isn't going to cut it anymore
Obsolete Static Portfolios
Adaptive Advice: Why Static Portfolios Are Becoming Obsolete.
30 June, 2026
Adaptive Advice: Why Static Portfolios Are Becoming Obsolete & The End of the Quarterly Review Era
End of the Stock Picker
Value for Money: The Regulator Isn't Asking If You're Cheap.
23 June, 2026
From Peter Lynch to the Prediction Market Casino: Why the Age of Stock Picking Advisers Is Over
Value for Money: FCA's Test
Value for Money: The Regulator Isn't Asking If You're Cheap.
16 June, 2026
Value for Money: The Regulator Isn't Asking If You're Cheap, it's asking whether you can prove the cost is worth it?
Defensible Model Portfolios 2026
What Makes a Defensible Model Portfolio in 2026 and How Times Have Mode on in The UK.
9 June, 2026
What Makes a Defensible Model Portfolio in 2026 and How Times Have Mode on in The UK.
When AUM Growth Kills Margins
The Production Desk Trap: Why growing your AUM is shrinking your margins.
2 June, 2026
When Compexity Kills, The Production Desk Trap: Why Growing Your AUM is Shrinking Your Margins.
Survive an FCA Audit?
Stress testing your model portfolio went from being an option to a necessity.
26 May, 2026
Would Your Investment Process Survive an FCA Audit? When Our Basic Assumptions Breakdown.
Own Your MPS Engine
Owning the MPS Engine: The Strategic Case for Retained Control While Operating in a More Demanding World.
19 May, 2026
Owning the MPS Engine: The Strategic Case for Retained Control While Operating in a More Demanding World.
Fund Tokenization Has Arrived
Why Your Diversified Portfolio Is Actually an AI Bet
13 May, 2026
Tokenization Was Always Five Years Away. Then April Happened As The FCA Issued Their Consultation Paper.
Your Portfolio Is an AI Bet
Why Your Diversified Portfolio Is Actually an AI Bet
29 April, 2026
Why discretionary fund managers are quietly running the same trade twice - and how to fix it.
LLMs Can't Beat the Market
You want to be an Active Investment Manager, so look to beat the market
22 April, 2026
Why LLMs Won't Beat the Market: A Quant's Case for Active Management, here's How to Be the Exception.
ETF as Operating System
Programmable Finance: Leveraging Vibe Coding to create bespoke risk-monitoring and distribution micro-apps
15 April, 2026
The foundation of a new era - Vibe Coding in a world where the ETF wrapper is a Financial Operating System
AI Alpha: Signal or Mirage?
From information theory to machine learning in finance
08 April, 2026
From information theory to machine learning in finance - navigating the mirage of AI-driven alpha
The AI Investment Committee
A world where the Investment Committee comprises a team of AI Agents
30 March, 2026
The Agentic Advantage: The of role AI Agents as we move towards an AI Assisted Investment Committee
Inflation ETFs & Oil Shocks
Supply shocks and oil spikes, choosing the right inflation-linked ETF
17 March, 2026
War in The Middle East - Supply shocks and oil spikes, choosing the right inflation-linked ETF
Emerging Markets Debt ETFs
Selecting the right Emerging Markets Debt ETF for a changing currency regime
19 February, 2026
Selecting the right Emerging Markets Debt ETF for a changing currency regime in 2026
US vs China: AI Supremacy
US vs. China, battling for AI supremacy of the internet as best seen through the lens of ETFs
12 February, 2026
The 2026 Update: US vs. China, the Battle for AI Supremacy Through ETFs. What's best too much or too little governance?
AI & Blockchain Rewire Wealth
Three ways the adoption of AI & Blockchain will upend the ETF Model Portfolio industry
5 February, 2026
The Great Convergence: How AI and Blockchain Rewired Wealth Management (A 2026 Retrospective)
Modernise ETF Factsheets
Three reasons why the ETF industry needs to modernize itself and embrace the benefits of digital factsheets
7 July, 2023
Three reasons why the ETF industry needs to modernize itself and embrace digital factsheets
Quants, AI & Redemption
How Quants failed Wall Street but is redemption in sight with the arrival of AI
31 May, 2023
How Quants failed Wall Street but is redemption in sight with the arrival of AI and imagination no longer in short supply?
Innovation Is in the Wrapper
ETFs & ETPs – Why the real innovation is in the wrapper and not the investment solution
19 May, 2023
ETFs & ETPs – Why the real innovation is in the wrapper and not the investment solution
Revolut & the ETF Bull Market
As Revolut looks to offer ETF trading, will this start the bull market in ETF savings plans?
11 May, 2023
As Revolut looks to offer ETF trading, will this start the bull market in ETF savings plans?
JP Morgan's Hitchhiker Moment
JP Morgan follows in the footsteps of The Hitchhikers guide to the galaxy
5 May, 2023
JP Morgan follows in the footsteps of "The Hitchhikers guide to the galaxy"
Stock Picking vs ETF Selection
The real source of alpha – stock picking or ETF selection?
28 April, 2023
The real source of alpha – stock picking or ETF selection?
BlackRock Exits 60/40
BlackRock flies the White Flag in the 60/40 Model Portfolio Arena
21 April, 2023
BlackRock flies the White Flag in the 60/40 Model Portfolio Arena
ML for Fixed Income ETFs
Using Machine Learning to select and allocate to Fixed Income ETFs
3 Feb, 2023
Using Machine Learning to select and allocate to Fixed Income ETFs
ETF Model Portfolio Insights · Weekly
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One sharp, technical idea each week — agentic investment committees, AI-driven ETF selection and the future of wealth management. Written by the team behind Algo-Chain.
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