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By Lewis Jackson
A lot of people looking at my recent research have asked the same question: “Surely Ripple already understands all of this. So what does that mean for XRP?” That question is completely valid — and it turns out it’s the right question to ask. This research breaks down why XRP is unlikely to be the internal settlement asset of CBDC shared ledgers or unified bank platforms, and why that doesn’t mean XRP is irrelevant. Instead, it explains where XRP realistically fits in the system banks are actually building: at the seams, where different rulebooks, platforms, and networks still need to connect. Using liquidity math, system design, and real-world settlement mechanics, this piece explains: why most value settles inside venues, not through bridges why XRP’s role is narrower but more precise than most narratives suggest how velocity (refresh interval) determines whether XRP creates scarcity or just throughput and why Ripple’s strategy makes more sense once you stop assuming XRP must be “the core of everything” This isn’t a bullish or bearish take — it’s a structural one.
If you want to understand XRP beyond hype and price targets, this is the question you need to grapple with.

New XRP-Focused Research Defining the “Velocity Threshold” for Global Settlement and Liquidity

A lot of people looking at my recent research have asked the same question: “Surely Ripple already understands all of this. So what does that mean for XRP?” That question is completely valid — and it turns out it’s the right question to ask. This research breaks down why XRP is unlikely to be the internal settlement asset of CBDC shared ledgers or unified bank platforms, and why that doesn’t mean XRP is irrelevant. Instead, it explains where XRP realistically fits in the system banks are actually building: at the seams, where different rulebooks, platforms, and networks still need to connect. Using liquidity math, system design, and real-world settlement mechanics, this piece explains: why most value settles inside venues, not through bridges why XRP’s role is narrower but more precise than most narratives suggest how velocity (refresh interval) determines whether XRP creates scarcity or just throughput and why Ripple’s strategy makes more sense once you stop assuming XRP must be “the core of everything” This isn’t a bullish or bearish take — it’s a structural one. If you want to understand XRP beyond hype and price targets, this is the question you need to grapple with.
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Lewis Jackson Ventures announces the release of the Jackson Liquidity Framework — the first quantitative, regulator-aligned model for liquidity sizing in AMM-based settlement systems, CBDC corridors, and tokenised financial infrastructures. Developed using advanced stochastic simulations and grounded in Basel III and PFMI principles, the framework provides a missing methodology for determining how much liquidity prefunded AMM pools actually require under real-world flow conditions.

The Jackson Liquidity Framework - Announcement

Lewis Jackson Ventures announces the release of the Jackson Liquidity Framework — the first quantitative, regulator-aligned model for liquidity sizing in AMM-based settlement systems, CBDC corridors, and tokenised financial infrastructures. Developed using advanced stochastic simulations and grounded in Basel III and PFMI principles, the framework provides a missing methodology for determining how much liquidity prefunded AMM pools actually require under real-world flow conditions.
Read Now
In the first Macro Documentary, Lewis Jackson breaks down why crypto behaves unlike any asset class in modern finance — and why most investors are playing the game with the wrong mental model. Using real mathematics, network theory, and complex-systems research, Jackson explains why outliers dominate crypto returns, why crashes cascade violently, and how a small number of “network hubs” end up shaping the entire ecosystem. This research report converts that documentary into a clear, structured explanation — and shows how investors can position themselves in a market governed by power laws, preferential attachment, and criticality.

Crypto Doesn’t Follow the Rules — Inside Lewis Jackson’s Most Important Framework Yet

In the first Macro Documentary, Lewis Jackson breaks down why crypto behaves unlike any asset class in modern finance — and why most investors are playing the game with the wrong mental model. Using real mathematics, network theory, and complex-systems research, Jackson explains why outliers dominate crypto returns, why crashes cascade violently, and how a small number of “network hubs” end up shaping the entire ecosystem. This research report converts that documentary into a clear, structured explanation — and shows how investors can position themselves in a market governed by power laws, preferential attachment, and criticality.
Read Now
Estate Planning
What Are The Common Pitfalls In Decision-Making That Lead To Poor Investment Outcomes?
Recognizing and avoiding common decision-making pitfalls, such as the desire for quick gains without solid foundations or knowledge, is crucial in steering clear of poor investment outcomes and building a sustainable and successful investment portfolio.
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Estate Planning
How Involved Does Your Team Need To Be When You Liquidate Crypto In Canada?
Navigating the liquidation of crypto assets in Canada requires close collaboration with your financial and legal team, emphasising the importance of accurate valuation, compliance, and the strategic inclusion of a price adjustment clause to mitigate potential liabilities.
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Estate Planning
Can You Donate Digital Assets To Your Own Charity?
Donating digital assets to your own registered charity in Canada can align your investment exit strategy with philanthropic goals while optimizing for tax benefits, provided stringent regulatory compliance is maintained.
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Estate Planning
How Long Does It Take To Set Up The Ultimate Canadian Estate Structure?
Establishing the ultimate Canadian estate structure, including business incorporation and legal documentation, can be achieved in a concise timeline of about one to two weeks, facilitating swift asset protection and tax efficiency.
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Estate Planning
Donating Digital Assets in Canada
Navigating the tax implications and legal considerations of donating digital assets in Canada is crucial for optimizing tax benefits and ensuring compliance, whether contributing to charities or supporting family members.
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Estate Planning
Documentation Required When Moving Digital Assets Into Canadian Company
When transferring digital assets into a Canadian company, a well-documented process, including a Section 85 rollover and setting up corporate exchange accounts, is essential for legal compliance and tax efficiency.
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Estate Planning
Tax Efficient Canadian Business Structure
Learn how to structure your business in Canada for maximum tax efficiency with digital assets, leveraging a holding company setup and strategic tax planning to optimise your tax obligations and protect your digital wealth.
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Estate Planning
Should You Set Up The Ultimate Canadian Estate Structure Before or After Pump?
Timing is key when setting up the ultimate Canadian estate structure for your assets; consider establishing it when ramping up investment activities or before realising significant profits to maximise corporate tax advantages.
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Estate Planning
Is Spending Crypto Using Crypto Mastercard a Taxable Event in Canada?
Utilising a Crypto Mastercard for spending in Canada triggers a taxable event, akin to a barter transaction, necessitating careful tax planning and record-keeping for crypto enthusiasts.
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Estate Planning
The Cost of Setting Up The Ultimate Canadian Estate Structure for Digital Assets
Uncover the financial implications of establishing the ultimate Canadian estate structure for digital assets, from legal and government filing fees to the essential role of accountants in valuation and tax compliance.
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Estate Planning
The Ultimate Canadian Estate Structure for Digital Assets
Navigate the complexities of incorporating digital assets into your Canadian estate with a strategic blend of corporate structures and tax planning, while carefully considering the role of trusts and offshore entities.
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Estate Planning
Guide to Handling Capital Gains Tax in the UK
Master the essentials of Capital Gains Tax in the UK, from understanding which assets it applies to, calculating your tax liability, to strategically planning and reporting your capital gains for optimal financial management.
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