The Operating System for Token Liquidity

Measure liquidity.
Diagnose inefficiencies.
Act with conviction.

From liquidity oversight to treasury intelligence, Sun Zu Lab helps token teams turn data into informed action.

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Trading Venues
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MM Counterparties
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Active Mandates
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Years Crypto & TradFi

"To measure is to know. If you cannot measure it, you cannot improve it."

– Lord Kelvin
What We Do

The operating layer for
token liquidity

From pre-launch strategy to live market oversight. Everything a token project, VC, or LP needs to manage liquidity with confidence.

01 – DATA

Market Data Engine

Tick-level order book data across all major CEXs. Historical and real-time. Institutional grade.

02 – ANALYTICS

Liquidity Analytics

Spreads, depth, slippage, volume analysis. Cross-exchange, cross-instrument. Real-time dashboards.

03 – MONITORING

Contract Monitoring

Track every market making agreement against agreed KPIs. Instant breach detection. Full audit trail.

04 – ADVISORY

Advisory & Strategy

Deal structuring, RFP management, market maker selection. Expert-led, data-backed.

05 – AI

AI-Powered Workflows

Monitoring, reporting, and decision-support agents. Operational leverage, not hype.

Who We Serve

Built for every team that
touches token liquidity

Architecture

One integrated stack.
No blind spots.

05
AI Layer
Purpose-built agents that operate across all layers. Monitoring, decision-support, and reporting.
04
Advisory
Deal structuring, market maker selection, RFP management, strategic support.
03
Monitoring
Contract tracking, KPI enforcement, breach detection, alerting, audit trail.
02
Analytics
Spreads, depth, slippage, volume patterns. Cross-exchange dashboards and benchmarking.
01
Data Engine
Tick-level order book feeds, trade data, market microstructure. All major CEXs.
AI Layer

AI as operational leverage

Not a chatbot. Not a gimmick. Purpose-built AI agents that monitor your markets, surface decisions, and generate reports.

Monitoring Agents

Track KPIs, detect anomalies, trigger alerts 24/7 across every contract, instrument, and exchange.

Decision-Support Agents

Surface insights, flag risks, recommend actions. Pre-renegotiation analysis, performance benchmarking.

Reporting Agents

Daily Telegram briefings. Weekly summaries. Quarterly LP reports. On-demand deep dives. Board-ready.

Why Sun Zu Lab

Turning market opacity into
actionable insight

Independent, data-backed, and built for institutions.

Independent & Quant-Driven

No conflicts of interest. Our advisory is grounded in data and statistical models – not relationships with market makers or exchanges.

Full Lifecycle Coverage

From FDV design and pre-TGE strategy through post-launch monitoring and treasury management – one firm, one framework.

Actionable, Not Academic

Every recommendation comes with clear thresholds, triggers, and implementation steps – no vague frameworks that gather dust.

AI That Delivers

Our AI reduces cost, increases coverage, and improves speed. It runs in production, for real clients, today.

Trusted by the Best

Ripple, Tezos, Flare, Web3 Foundation, Draper Associates. Strategic investment from Ripple validates our technology at the highest level.

"Sun Zu Lab gives us the visibility and control we've always needed over our market making operations. For the first time, we can hold our counterparties accountable with real data, not promises."

Head of Ecosystem, Top 10 Layer-1 Protocol

Ready to connect
liquidity dots the right way?

Book a 30-minute demo. We'll show you exactly what Sun Zu Lab can do for your situation.