Institutional Risk Intelligence

Every Tokenized Asset Has a Story.We Measure Its Risk.

Before You Invest…

Know
the real risk behind tokenized assets.
Understand
the key drivers across four risk dimensions.
Compare
assets across a consistent, evidence-based framework.
Decide
with clarity, confidence and conviction.
Risk Should Never Be a Guess.

Meet TARM.

One Framework built for decision makers.

Independent risk intelligence for tokenized real-world assets.

Analyze Your First Asset

Who Uses TARM?

Supporting better decisions across the tokenized asset ecosystem.

Banks

Supporting institutional risk assessment before exposure to tokenized assets.

Asset Managers

Comparing and evaluating tokenized assets for portfolio construction.

Institutional Investors

Conducting independent due diligence before capital allocation.

Family Offices

Assessing long-term investment opportunities with greater confidence.

Researchers

Studying tokenized asset markets using a transparent risk framework.

Regulators

Understanding risk characteristics across tokenized financial markets.

Built for professionals making decisions in tokenized asset markets.
Institutional Asset Risk Analysis
Search Examples: By Ticker: PAXG, USDC, BUIDL, OUSG, XAUT, USDY By Issuer: BlackRock, Paxos, Circle, Ondo Finance, Franklin Templeton By Blockchain: Ethereum, Polygon, Solana, Base, Stellar, Avalanche By Category: stablecoin, DeFi lending, synthetic, staking, asset-backed NFT, treasury, gold, bonds, real estate, equities By Asset Name: any tokenized asset name from any platform or chain Coverage: unlimited — curated assets are manually reviewed; everything else is discovered live and scored on demand
Compare Assets

Put tokenized assets side by side on the FLOG framework. Add up to four — the composite score is set by the weakest pillar.

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Assets you've starred. Saved to your account and synced across sessions.

The FLOG Methodology

Every TARM rating is built from one transparent framework. We score a tokenized asset on four independent risk pillars — Financial, Legal, Operational, and Governance — each on a 1–5 scale, then take the weakest link as the headline rating. A single severe exposure is never averaged away by stronger pillars.

The 1–5 risk scale

Lower is safer. The same scale applies to every pillar so scores are directly comparable across assets.

The four pillars

How the composite is set

The composite rating is driven by the highest-risk (dominant) pillar — in tokenized real-world assets a single unresolved legal structure or fragile custody arrangement can impair the whole instrument regardless of how strong the other dimensions are. The overall profile across all four pillars then refines the score, so two assets that share the same worst pillar are still distinguished by their broader risk. The exact scoring engine (the standardised question set and the aggregation formula) is applied server-side and is not published.

Handling missing evidence

Absence of evidence is not treated as evidence of safety. How a gap is scored depends on what the factor measures:

!Disclosure factors → penalised
When a factor measures disclosure, transparency, reporting, or publication, missing information is scored as high risk. Non-disclosure is itself informative: if a reserve attestation, audit, or governance record should exist and is not public, TARM treats its absence as a negative signal rather than giving the benefit of the doubt.
?Unverifiable factual characteristics → Unknown
When a factor measures a genuine factual characteristic that cannot be verified from public evidence (for example, an internal operational process), TARM marks it Unknown rather than guessing. Unknown questions are dropped from that dimension's calculation — a dimension with 10 questions and 2 Unknowns is scored from the remaining 8 answered questions.
40Below 40% evidence coverage → withheld
Evidence coverage is the share of an asset's questions that can be answered from verifiable public evidence. If fewer than 40% can be answered, TARM withholds the rating rather than publishing a low-confidence score. Every published rating discloses its coverage percentage.

Standardised question modules

Each asset class is scored against a fixed question module, so ratings are directly comparable within a class. Every tokenized gold asset — PAXG, Kinesis, Meld Gold and others — answers the identical gold module; tokenized real estate has its own module; and so on across every asset class TARM covers. A dimension's score is the aggregate of its answered questions within that module, with disclosure gaps counted as high risk and unverifiable factual questions marked Unknown and excluded.

Evidence sources

Every answer is grounded in a defined source. TARM draws on the following evidence types, in rough order of authority — primary issuer and legal documents first, on-chain verification next, third-party and press last (used cautiously).

What feeds each pillar

Score → letter grade

Would TARM have flagged an FTX?

Short answer: TARM would have flagged the warning signs that preceded FTX's collapse as high Operational and Governance risk. No external analyst — TARM included — can see through records that are deliberately falsified.

FTX's collapse is now a matter of public court record. Several of its structural characteristics were visible, or knowable, before the collapse — and they map directly onto FLOG's Operational and Governance questions, which exist specifically to surface this kind of exposure:

Publicly documented FTX characteristicFLOG dimensionWhat the question probes
No independent, segregated custodian for customer assetsOperationalIs customer/reserve custody segregated from the operator and independently held?
No public, independently attested proof of reservesOperationalIs backing or reserve adequacy verified by an independent third party, on a recurring basis?
Undisclosed related-party lending to an affiliated trading firmGovernanceAre related-party transactions and conflicts of interest disclosed and controlled?
Concentrated control, no independent board oversightGovernanceIs ownership/control concentrated in a single party with no independent check?
Domiciled where regulatory oversight was minimalLegalWhat regulatory regime applies, and how substantive is its oversight?

Under the missing-evidence rule above, an issuer that does not publish independent proof of reserves or disclose related-party exposure does not get the benefit of the doubt — that gap is scored as risk on the Operational and Governance pillars, which (being the dominant-pillar composite) would have produced a High or Very High rating on those visible facts alone, well before any fraud needed to be proven.

What TARM cannot do is see through books that are deliberately falsified. FTX's internal accounts reportedly misrepresented its true financial position to the outside world, including to its own auditors. TARM assesses documentary evidence — the same evidence an auditor, a journalist, or a counterparty's own diligence team would review. If that evidence is fabricated and no contradicting public signal exists, no external analysis — ours or anyone else's — can detect it from the outside. This is why TARM's rating is a structural risk assessment, not a fraud guarantee, and why the coverage-gate and non-disclosure rules exist: the goal is to make opacity itself count against an issuer, so that the next FTX looks risky on TARM well before it looks risky in a headline.

Curated assets are scored and reviewed by hand against issuer disclosures and primary sources. Assets discovered on demand are scored by TARM's AI model from its training knowledge and are clearly labelled as not manually reviewed. TARM scores are independent research opinions, not credit ratings issued by a registered rating agency. Full framework: The FLOG Framework for Tokenized Real-World Assets — SSRN 6181761.
Asset Risk Rankings
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ACADEMIC FOUNDATION
TARM Research & Publications
PAPER I · SSRN 6181761
Tokenized Asset Risk Metrics (TARM): A Framework for Institutional Risk Assessment
by Prakruthi Rao — SSRN. The FLOG framework (Financial, Legal, Operational, Governance) for systematic risk evaluation of tokenized real-world assets.
Read Paper I →
PAPER II · SSRN 6952440
TARM Research Paper II
by Prakruthi Rao — SSRN. The second TARM research publication, extending the FLOG research program for tokenized-asset risk.
Read Paper II →
METHODOLOGY
Scoring Rubric

Each of the four FLOG pillars is scored 1 (lowest risk) to 5 (highest risk) against the criteria below. The overall TARM score is the weakest (highest-risk) pillar, not an average — a single severe risk is never diluted by three good ones.

Reading a TARM score as a letter grade

Every asset page and the rankings table also show the same score as a letter (A–E), for at-a-glance reading — it is a presentation of the identical 1–5 FLOG number, not a separate rating.

GROUNDED IN PUBLIC DISCLOSURES FROM

Learning Hub

Interactive courses, the FLOG framework, a glossary, and quick guides — all in one place.

PRICING
Plans & Pricing

There are only two things to buy here. A subscription buys access to work we have already done — every score, report and rating history TARM has published. A report buys new work on your asset — an assessment that does not exist until we run it. That is why a seat is $29 a month and an assessment starts at $900: one is access, the other is analyst time.

For analysts & researchers
FREE
Explorer
$0

For students, journalists and independent research.

  • Every published FLOG score & the full rankings table
  • Asset-class map, methodology & glossary
  • Watchlist, side-by-side compare & rating history
  • 3 on-demand analyses per day
  • No PDF export
MOST POPULAR
Analyst
$29 /mo · or $290/yr

For a working analyst who needs to cite what they found.

  • Everything in Explorer
  • Unlimited on-demand analyses — score any asset, any chain
  • PDF export of any report, for your own files or IC pack
  • Coverage requests — ask us to add an asset to the curated set
  • Cancel any time; annual saves two months
TEAM
Desk
$149 /mo

For a small team or family office sharing one view. Set up by hand, so we talk first.

  • Everything in Analyst, for your whole desk
  • Up to 5 named users — we create and manage the seats for you
  • Coverage requests go to the front of the queue
  • A direct line to the analyst who wrote the score
  • Self-serve seat management & shared watchlists — in build, not yet available
🎓 Students & academics: Analyst is free — just sign up with your university email (.edu, .ac.uk, etc.) and confirm it. Access is granted automatically.
For issuers & projects
REPORT
Asset Report
from $900 · one-off

One asset, assessed once. Buy this if you need something to hand an investor.

  • Full FLOG assessment — Financial, Legal, Operational, Governance
  • Every score tied to cited evidence, with an evidence-coverage %
  • A remediation summary — exactly what would raise your score
  • Delivered as a citable PDF you may share in unaltered form
  • Your relationship disclosed wherever it's published
  • Not a subscription — one asset, one fee
RECURRING
Surveillance
from $6,000 / year

Only worth buying if a counterparty needs your rating to be current.

  • Everything in Asset Report, re-run quarterly
  • Change alerts between reviews when something material moves
  • A rating with a live date on it — not a stale PDF
  • Public rating-history line, so improvement is visible over time
  • Priority re-review when you fix something
Why have your asset assessed?

You already publish disclosures. The problem is that you published them — an investor has no way to tell a well-run asset from a well-marketed one. That is the gap an independent assessment closes.

Answer diligence once, not forty times. A cited, structured assessment you can send to every counterparty who asks the same questions.
Find out exactly what to fix. Every report carries a remediation summary — the specific gaps holding your score down, ranked.
Show improvement over time. With surveillance, your rating history becomes a public record of getting better — far more persuasive than a launch-day claim.
Signal you'll accept scrutiny. Inviting an assessment you cannot control says something your own marketing never can.
Why TARM rather than a credit rating agency? The major agencies have moved into this space — S&P publishes Stablecoin Stability Assessments and Moody's rates digital bonds and tokenized funds — but their coverage is deliberately narrow and concentrated on the largest issuers, and an assessment must be commissioned before it exists. Most tokenized assets will never be large enough to be worth their time. TARM covers the long tail: we publish a structural view of assets nobody else has looked at, using one framework across classes so they can be compared. And because non-disclosure is scored as risk rather than skipped, a quiet issuer cannot look the same as a transparent one.
For institutions & platforms
DATA & API · IN BUILD
Data Licence
Design partners · pricing on application

The API is in development. We're looking for two or three design partners to build it around, not customers to sell it to yet.

  • Licence to display TARM scores in your own product — available today
  • Methodology documentation for your risk committee — available today
  • Bulk data delivered directly while the API is built
  • Programmatic API over the covered universe — in build
  • Historical scores & rating-change feed — in build
PROJECT
Custom Framework Build
from $6,000 · project

Not an assessment of your asset. This builds the measuring instrument for an asset class TARM does not cover yet.

  • Deliverable is a methodology, not a score — carbon credits, shipping, royalties
  • Custom question set & scoring anchors, developed with your team
  • Written methodology you can show a regulator or an LP
  • Once it exists, any asset in that class can be assessed — including yours
  • Buy an Asset Report instead if we already cover your class
WHICH ONE DO I NEED?
Find your line in one sentence
"I want to read TARM's research." Explorer / Analyst
"My team needs to read it together." Desk
"I issue an asset and need something to hand an investor." Asset Report
"A counterparty needs my rating to stay current." Surveillance
"I want TARM scores inside my own product." Data Licence
"TARM doesn't cover my asset class at all yet." Custom Framework Build
Still not sure? Describe your asset and we'll tell you which one — or that you don't need us yet.
Why should you trust a TARM score?

The right answer is: don't trust it — check it. A rating you cannot audit is worth nothing, so everything below is designed to be verified rather than believed.

The framework is published. FLOG is set out in a public paper (SSRN 6181761) and on our methodology page. You can attack the method on its merits.
Every score is evidence-cited. Each judgement points to the document it came from, so you can read the source and disagree with us.
We withhold rather than guess. If public evidence covers less than 40% of the questions, we publish no score at all — and we show the coverage percentage so you know how much is known.
Silence counts against, not for. Where an issuer should have disclosed and didn't, that scores as risk. Opacity can't be used to manufacture a good result.
The score is not for sale. Paying for an assessment buys our time, never an outcome. We keep the unconditional right to publish, downgrade, or withdraw — and we disclose who paid. See the Conflicts of Interest Policy.
We label what we're unsure of. Hand-reviewed assets, model-assisted ones, and reconstructed history are each marked as such. We do not present estimates as observations.
Issuers get a right of reply. Before we first publish a High or Very High rating, we give the issuer five business days to respond, and publish their response next to ours. It never gives them a veto.
Corrections are public and dated. Anyone can report an error — you don't have to be a client. Corrections are described on the asset's page and the earlier rating stays in its history. We don't edit silently. See the corrections policy.
Would TARM have flagged an FTX? We'd have rated its missing proof-of-reserves and undisclosed related-party lending as High Operational/Governance risk. We can't see through deliberately falsified books — no outside analyst can. Read the full answer.
And the things you should hold against us. TARM is not a licensed or registered credit rating agency in any jurisdiction, and a TARM score is not a credit rating, investment advice, or a suitability opinion. We are an early-stage independent research firm with a short public track record — our ratings have not yet been tested across a full market cycle. Our assessments rest on documentary evidence and cannot detect fraud or concealment that the documents don't reveal. Judge us on the method and the citations, not on our size — and if you find an error, tell us and we will correct it publicly.
Independence guarantee. Issuer-funded work (reports & surveillance) follows three non-negotiable rules written into every engagement letter: the methodology is published, the score is never negotiable, and TARM keeps the unconditional right to publish. TARM publishes independent research — not investment advice or a regulatory credit rating. See our Conflicts of Interest Policy.
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