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The Jackson Liquidity Framework

A new standard for liquidity in AMM-Based Financial Systems

The first comprehensive, regulator-aligned methodology for sizing and managing liquidity in automated market makers used for CBDCs, tokenised assets, and next-generation settlement networks. Built to solve the critical question the industry has overlooked: how much liquidity does an AMM-based financial system actually need?
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The Jackson Liquidity Framework

A clear and accessible explanation of the liquidity dynamics, mathematical models, and findings inside the whitepaper — designed for everyone from crypto beginners to central bank researchers.
The Jackson Liquidity Framework was created to answer the biggest unanswered question in tokenised finance and CBDC settlement:

How much liquidity does an AMM-based financial system actually require?

The Problem No One Had Solved

Why AMM Liquidity Is a Missing Piece in Modern Banking

‍The future of money is moving toward:
- Tokenised assets
- CBDCs
- Instant cross-border settlement
- Automated FX conversion
- Pre-funded liquidity pools

But unlike traditional RTGS systems, AMMs introduce non-linear liquidity requirements that change with flow patterns, volatility, and directional imbalance.
‍
Yet — until now — no regulator, bank, or academic body has produced a formal liquidity sizing framework for AMM settlement.
‍
The Jackson Liquidity Framework fills this gap.

The Core Dynamics Behind AMM Liquidity

1. Slippage (The “Shallow Pond” Effect)

- When liquidity is shallow, even small trades cause large price impact.
- When liquidity is deep, impact is minimal.
- This makes AMM liquidity non-linear and dangerous when reserves are low.
2. Directional Flow Imbalance (The “Seesaw” Effect)

Real payment corridors rarely balance perfectly.
If more flow moves in one direction, AMM reserves drain — quickly.
3. Intraday Clustering (The “Storm” Effect)

Payments don’t arrive evenly. They arrive in clusters, especially around cut-off times or liquidity cycles.
Clustering can multiply liquidity demand by 2–4×.

Introducing the Four Jackson Components

JLR — Jackson Liquidity Requirement

Defines the minimum reserve depth required for safe AMM settlement.
‍
Combines four factors:
- Slippage
- Directional flow VaR
- Intraday liquidity peaks
- Basel III constraints
JSI — Jackson Stability Invariant

A solvency-style boundary showing when a pool becomes unstable.
If reserves fall below this curve, the AMM becomes fragile.
JLS — Jackson Liquidity Surface

A 3D map showing how liquidity demand rises with:
- Arrival rate
- Payment size volatility
- Corridor conditions
J-Score - Jackson Corridor Stress Metric
‍
A single number that expresses settlement stress — instantly.
Used for monitoring and real-time decision-making.

Fragmentation: The Hidden Liquidity Killer

Splitting liquidity across multiple pools dramatically increases the total amount needed — sometimes by 900%.

A single unified pool is always more efficient than many shallow ones.
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Unlock access to our handpicked directory of top-tier professionals, each deeply versed in the intricacies of cryptocurrency, ensuring you're always a step ahead.
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Enjoy complimentary access to our revolutionary "New Wealth System," designed to redefine your financial future and unlock new avenues of wealth.
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Tap into a comprehensive library of ready-to-use legal templates, simplifying your business and personal legal needs with expertly crafted documents at your fingertips.
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