MIZAN
The Story · Confidential · July 2026
Seed · Ref. MZ-S-01

Verification for systematic finance

Most quant edge is fake. We prove the few that are real.

AI made fabricating a flawless track record free. When faking is free, the track record stops meaning anything, and proof becomes the only scarce asset left in asset management. MIZAN turns a manager's word into a cryptographic proof: performance checked real, after costs, no lookahead, on bound point-in-time data, without ever revealing the strategy. The engine is live today: you can break it yourself in seconds at studio.mizan.market. This is what it is, why the window is open now, and who is already leaning in.

Live
Engine, reproducible
studio.mizan.market
16
Cryptographic conditions
checked per credential
9+
Self-retractions published
with root cause
~21 ms
To independently
re-verify a proof
01

Trust is the tax on every dollar allocated.

The one thing capital cannot verify is the one thing it must believe.

A systematic manager claims a track record, a Sharpe, a return, a drawdown. The allocator cannot check it. The manager will not reveal the strategy that produced it, and rightly so: the strategy is the entire asset. So capital is deployed on trust: on a PDF, a reference, a brand.

That trust is routinely misplaced. Backtests are inflated, overfit, survivorship-biased, or quietly lookahead-contaminated. The allocator finds out after the drawdown. The honest manager, meanwhile, has no way to prove they are not one of the fakes.

The market runs on a claim nobody can check. We made the claim checkable — the one product every quant told "just show me the strategy," and every allocator who ever signed on a PDF, has quietly wished existed. It could not be built until now, because it needed two fields that never spoke: the statistics of overfitting, and zero-knowledge cryptography.

02

Prove the edge. Never reveal the strategy.

A zero-knowledge credential for a systematic track record.

MIZAN re-runs the real backtest inside a zero-knowledge proof. It emits a credential that anyone can verify — that the strategy performed as claimed, after real costs, with no lookahead and on bound, point-in-time data — while the rules, parameters, and source stay provably hidden. The same proof now extends to AI itself: a neural network’s entire track record verified while its weights stay sealed — the model runs inside the proof, and is never revealed to anyone. The strategy never leaves the prover's machine.

  • The manager gets a portable proof of a real edge, without exposing the alpha.
  • The allocator gets a verdict they can re-check themselves, trusting no one, not even MIZAN.
  • The verdict is binary and honest: a losing strategy — or one that survives only in-sample — earns no credential. The gate refusing a bad strategy is the product.
03

Proof, not slideware.

Everything below is running code, reproducible today.
~18,000
Lines of Rust
on RISC Zero zkVM
219 KB
STARK proof
per credential
16
Conditions checked
every verify
9+
Retractions we
published on ourselves
MIZAN · PROOF SHEET#0847
Point-in-time dataPASS
Look-ahead-freePASS
Gate · Sharpe ≥ 1.20 · MaxDD ≤ 25%PASS
Walk-forward · independencePASS
Deflated Sharpe · significance vs 95% barDISCLOSED, NOT SIG. @95%
PBO · overfit probability ≤ 0.5PASS
CPCV · leakage · 5th-pct path SharpePASS
Strategy in journal— absent —
VERDICT  VERIFIEDSTARK · 219 KB

That panel is the live product, the engine at studio.mizan.market, where you can watch a credential get minted and re-verified in seconds. Every credential carries a deflated-Sharpe significance test — Bailey and López de Prado's own correction for backtest overfitting and multiple testing — held to the honest 95% bar.

On MIZAN's own flagship it reads not significant — and this month it refused our own AI: a neural network that made +895% trading NVIDIA and still failed the gate, for taking too much risk to get there. We minted the credential showing exactly that.

A vendor buries the line that fails. We lead with it. A credential engineered to fail itself in public, on its maker's own strategy, is the only kind you can believe when it passes. (Overfitting- and leakage-specific tests — PBO and combinatorial purged cross-validation, both from the same López de Prado framework — are now live too: as of 2026-07-22 all three of his corrections mint as real STARK credentials, re-verifiable at mizan.market/verify. The full framework is now cryptographic proof, a first, and still no strategy of ours has cleared all three bars: the flagship passes PBO and CPCV but its deflated Sharpe reads not significant, and we show that.) The honesty is not a slogan: we publish 9+ of our own retracted results, each with its root cause, because the discipline of catching our own errors is exactly what allocators are paying for. And it is already pulling the right people in — an external quant from an algorithmic-trading firm ran the live engine unprompted.

04

Why now.

Three curves crossed at once.
  • Zero-knowledge went production. STARKs are fast and cheap enough to verify a real backtest in milliseconds — impossible a few years ago.
  • Systematic capital exploded. More managers, more models, more AI-generated strategies, and a widening trust gap between claim and reality.
  • Verifiability became the demand. After a decade of inflated backtests and AI snake-oil, "prove it, don't tell me" is becoming table stakes. The neutral layer that says "this is real" does not exist yet.
05

Verification accrues to one neutral standard.

The layer that says "this is valid" becomes the toll nobody dislodges.

Every era of finance installs a verification standard once the market outgrows handshakes. 1909: the first credit rating. 1923: the first audit standard. 1999: GIPS. Systematic finance's standard is being installed now — GIPS verifies the process; MIZAN proves the math.

Trust infrastructure consolidates. One name becomes the standard, and every participant routes through it. MIZAN's moat is three-layered: the ZK proof primitive (hard to build, harder to fake), radical honesty (the self-retraction discipline no competitor will copy), and the neutral position: MIZAN verifies, it does not compete with the managers it certifies.

Credit
Moody's
Index truth
MSCI
Web trust
Verisign
Verified alpha
MIZAN
06

The market that decides MIZAN is already watching it.

Who the thesis is pulling in — with no sales team and no paid distribution.

Institutional quant

Systematic-quant professionals from tier-one banks, market-makers, and quant funds follow the work — unprompted.

Capital

A venture GP, several angels, and an institutional allocator are in the room for this round, the exact pool this raise is built for.

Digital assets & infra

Leading digital-asset trading and infrastructure operators: distribution reach to on-chain systematic capital.

Read it straight

This is attention, not commitment: none of the above is yet a customer or investor, and we name no one who has not agreed to be named. The signal is the composition: for a pre-revenue company, an audience this institutional self-selecting into the thesis, with no sales team and no paid distribution, is the clearest early evidence the positioning lands with the market that will buy it.

07

The marketplace: proof compounds into a standard.

Every verified strategy makes the next allocator trust, and the next manager inevitable.
01 · PROVEManager proves edgefree / low-cost · strategy stays hidden 02 · LISTVerified, listeda credential allocators can re-check 03 · FUNDAllocator funds itcapital routes to proven edge 04 · COMPOUNDMIZAN earnssuccess fee · both sides grow each funded strategy attracts more managers and more allocators, the standard gets more inevitable every cycle

This is a network-effect business. Each verified manager who gets funded makes the credential more valuable to the next allocator; each allocator who trusts it makes the standard more inevitable to the next manager. Verification layers, once adopted, become the toll on the entire flow they sit on: and MIZAN's flow is verified alpha, which scales with the whole systematic-capital market, not any single fund.

Own the credential, and you own the routing of capital to proven edge.

Where we are, honestly: the engine that mints and verifies the credential is done and live, and the product around it is built and tested: a self-serve manager portal (signup → submission → issued credential → public page), browser-side seal-verification, and a marketplace engine that handles allocations, capital-routing, and fee accounting. What this round buys is distribution and real capital flowing through it: pre-revenue, no customers or live payments yet. The proof is the wedge; the marketplace is the company.

mizan.market/vision/dashboard — product previewPREVIEW · WHAT THIS ROUND BUILDS
MIZAN allocator marketplace preview — allocate to edges that survived honest testing; non-custodial via your own broker or on-chain vault
Feel it yourself — the preview is live: mizan.market/vision/dashboard — click through the allocator flow end to end.Interactive product preview; figures illustrative. The funded round makes it real.
Manager keeps
15%
of the 20% performance fee on verified outperformance.
MIZAN takes
5%
success fee — earned only when capital performs.
Allocator keeps
80%
of the alpha — above a high-water mark. No AUM tax, no allocator carry. Managers pay a flat $6K/yr credential.
08

Who's building it.

Mohammad Muavia
Founder & CEO
View profile
Built the entire live engine solo, the ZK verification circuit, the honest backtest harness, and the retraction discipline. Quant and cryptographic-systems background; ships running code, not decks. Based in Dubai.
Dr. Anish Mohammed
Advisor · Angel investor
View profile
Cryptographer and security architect, 20+ years. CEO & co-founder, Prufold Labs; co-founder & CTO, Panther Protocol; early advisor to Ripple. Backed with capital; an independent end-to-end review of the engine is planned.
09

The raise.

$1.5M seed, on a SAFE. Terms shared directly with committed investors.

The product is built and tested — solo, before a dollar was raised: the engine, the self-serve manager portal, browser-side seal-verification, and the marketplace engine. This is the only external round before revenue, and it is priced to close: distribution, our data feeds, an independent audit, and the first design partners. The hard, irreversible work is behind us. What remains is distribution, and distribution is what this round buys.

Standards get installed once. The founder who owns the credential owns the routing of capital to proven edge — for the life of the category.

45%
Distribution & go-to-market — first design partners, allocator BD
30%
Data feeds + independent audit — PIT/options licensing, ZK & security audit
25%
Engineering & marketplace scaling

You do not have to believe a word of this. That is the entire point — verify it yourself in seconds at studio.mizan.market, trusting no one, not even us. The proof is the wedge. The routing is the business. Trust by math, not by handshake.

MIZAN is the verification rail for systematic finance: cryptographic proof that a track record cleared a declared institutional risk gate — after costs, out of sample, free of lookahead — without revealing the strategy. Proofs re-verify in about seconds against a source-available verifier you run yourself, trusting no one. MIZAN publishes its verification boundaries, its refusals, and its own retractions.

Confidential. Figures describe the live engine and audience composition as of July 2026; the company is pre-revenue with no paying customers, the product is built and tested, and the marketplace engine awaits real capital flowing through it. Audience is inbound follower attention, not a representation of revenue, commitments, or investment interest. Advisor is backed with capital; independent engine review is planned, not yet complete. Terms indicative and subject to finalization. Mizan Verification, Inc. (a Delaware corporation).