About
Model it,
then prove it.
AgileGypsy is a Web3 tokenomics, ecosystem, compliance and security consultancy based in Gauteng, South Africa, working globally. We model token economies and ecosystems as graphs, encode the regulatory and security constraints, then prove it — with AI and graph modelling stitched through every engagement. Proof, not promises.
Our mission
Encode the constraint. Keep the receipts. Prove the economy before it launches.
Most token economies are launched on a promise. Emissions, incentives, and governance ship as a whitepaper narrative — then the market finds the rug path, the disclosure gap, or the exploit the model never tested for. The fixes always cost more than getting it right would have.
We work the other way around. Token supply and ecosystems modelled as graphs and stress-tested before launch, regulatory limits encoded into the design, and contracts reviewed across 3 VM families before a line goes live — with AI and graph modelling stitched through every engagement.
That is why AgileGypsy exists: a Web3 tokenomics, ecosystem, compliance and security consultancy that treats every claim as something to be proven. The engineering practice — AI, edge, and cloud — now runs as our Labs division, the evidence that backs the advice.
What we do
Consulting and audit. One method.
Consulting engagements with graph modelling and security threaded through every layer, backed by the production artefacts from our Labs division. Most engagements touch more than one.
Tokenomics & Ecosystem Design
Token supply, emissions, and incentives modelled as a graph before launch — the way we stress-tested a 1B $GUILD supply and stopped a venture that scored 245/1000.
Regulatory & Compliance Engineering
The security and regulatory constraint encoded into the design up front — is this token a security, where's the disclosure gap — so compliance is provable, not asserted.
Smart-Contract Security & Audit
Review across 3 VM families — EVM, Move, and Solana — backed by 5 published CodeHawks contest reports and 13,000+ indexed security findings.
Governed Delivery
AgilePM for Blockchain — a 3,947-line delivery framework with a 60% MoSCoW Must-cap, run by an APMG AgilePM® Practitioner. Governance you can audit.
Whitepaper & Business Analysis
From viability audit to launch narrative — 51 BA deliverables and a 7.7/10 Viability Audit turning a token idea into a defensible, documented case.
Our values
We are building trust infrastructure.
Proof, not promises
We model it, then prove it. Every number we put in front of you traces back to a test, an audit, or a deliverable — the 7.7/10 Viability Audit and 245/1000 stopped venture came from the same discipline.
Encode the constraint
Regulatory limits and economic rules are written into the model and the tests, not bolted on afterwards — like the 60% MoSCoW Must-cap that keeps scope honest before a line ships.
Keep the receipts
Every finding is indexed and every decision is documented — 13,000+ indexed security findings and 1,345 governance tests at 100% coverage. No black boxes, just an auditable trail.
Builder-grade evidence
We don't consult from the sidelines. The Labs division ships the production code, contracts, and graph models that back the advice — the consulting stands on real artefacts.
The team
One architect. Institutional discipline.

Founder · Chief Architect
John Wellard (known as “AgileGypsy”) is the founder of AgileGypsy and a Benoni-based tokenomics and ecosystem architect working globally. He connects economic design, regulatory compliance, and smart-contract security into one governed method — modelling ecosystems as graphs, then proving them: a 1B $GUILD supply modelled, 5 published CodeHawks contest reports across EVM, Move and Solana, and delivery run to an auditable AgilePM-for-Blockchain framework.
Ready to prove your economy?
Whether you're designing a token, closing a compliance gap, or auditing a contract before launch — let's model it, then prove it.