Islamic Finance Principles Assessment
Riba — Does Sogni AI involve interest?
Sogni AI's core protocol does not engage in lending, borrowing, or interest-bearing treasury activity; its revenue comes from usage fees for AI rendering, storage, and NFT minting. A third-party platform reportedly allows wrapping SOGNI to borrow other assets, but this is an external derivative product, not a Sogni-designed feature, and should not be attributed to the token's own ruling. On its own design, Sogni AI appears free of riba.
Assessment: Minor Riba
Score: 71.4/100
Our methodology examines 10 criteria to evaluate how well Sogni AI avoids interest-based mechanisms.
Sogni's revenue model is usage-based: creators pay SOGNI for AI renders, storage, and NFT minting, while GPU Workers earn SOGNI for supplying compute, with a portion burned upon reward claims. This is a fee-for-service marketplace structure, not interest income, and no evidence of interest-bearing treasury holdings appears in available disclosures. No detailed treasury or financial-statement disclosure was found, so absolute certainty about reserve composition is not possible, but nothing in the documented model points to riba-based revenue generation. The absence of native lending or borrowing within the base protocol itself is a positive structural feature.
Sogni's native staking mechanism rewards holders with seasonal SOGNI airdrops proportional to stake size, duration, and competitive leaderboard ranking, funded from a dedicated ecosystem/airdrop pool rather than fixed protocol interest. Pool sizes and reward splits have changed between seasons (e.g., 50% then 40% of the pool to stakers), confirming variability rather than a guaranteed fixed return. This performance- and participation-linked structure resembles a reward-for-effort arrangement rather than a interest-bearing loan, which is more consistent with permissible profit-and-risk sharing. Separately, GPU Worker bonding with slashing risk is a distinct security mechanism, not a lending product.
Gharar — How much uncertainty does Sogni AI involve?
Sogni AI carries moderate uncertainty: the team and product are transparent and verifiable, but audit status and full financial disclosure are not. This mixed picture means some contractual ambiguity remains unresolved for cautious investors. On balance, the uncertainty is manageable but real, warranting care rather than blanket avoidance.
Assessment: Moderate Gharar (Material Uncertainty)
Score: 63.5/100
Our methodology examines 15 criteria including team transparency, audit quality, and governance.
The founding team is named and traceable — CEO Mauvis Ledford (former CoinMarketCap CTO), CTO Mark Ledford, and CPO Alejandro Ramos Galdo — with documented LinkedIn histories and media coverage tracing the project's origin to Fortify Labs in late 2023/April 2024. This is a strong transparency signal compared to anonymous teams common in crypto. The SDK/client is open-source on GitHub, though the openness of the core blockchain contract code is not confirmed in available sources. Token allocation percentages and vesting schedules are disclosed, further reducing informational gharar around insider dealings.
No named, dated third-party security audit of Sogni's own smart contracts was found in available research; an unrelated Halborn audit surfaced for a different project ("Substance Exchange") with no stated connection to Sogni. This absence should be named plainly as a gharar concern: an unaudited protocol carries elevated technical and custodial risk regardless of team credibility. Staking terms, lock-up periods, and leaderboard mechanics are documented in dedicated "Staking SOGNI" docs and Terms & Conditions, which helps, but the lack of independent code verification remains an open risk factor investors should weigh carefully.
Maysir — Does Sogni AI involve gambling or speculation?
Sogni AI is not designed as a gambling instrument; its token is tied to a functioning compute marketplace rather than chance-based payouts. Speculative trading can occur on any listed token in secondary markets, but this is a feature of exchange behaviour, not Sogni's own design. The protocol itself is oriented toward productive utility, not maysir.
Assessment: Moderate Maysir (High Risk)
Score: 68.9/100
Our methodology examines 11 criteria to determine whether Sogni AI is a gambling instrument or a genuine economic tool.
Sogni's core function is a DePIN marketplace where creators pay SOGNI to access distributed GPU compute for AI image, video, music, and LLM-agent generation, while Workers earn SOGNI for genuinely supplying that compute. Testnet usage exceeding 340,000-500,000 users and millions of daily AI renders demonstrate real, non-speculative demand for the underlying service. This fee-for-service, compute-for-reward structure is directly analogous to paying for cloud computing or freelance labor, which is a productive economic activity rather than a zero-sum wager, distinguishing it clearly from games of pure chance.
Against this genuine utility, exchange listings on Kraken, MEXC, Gate.io, and Hotcoin inevitably invite short-term speculative trading, as with any liquid token. This secondary-market behavior is a feature of how outside traders choose to use the asset, not of Sogni's own design, and per the guiding principle should not be held against the protocol itself. Vesting cliffs for team and investors and usage-linked token burns further tie value to platform activity rather than pure price speculation, supporting a reasonably utility-driven rather than gambling-oriented classification overall.
The Full 27-Point Screening
1. Legitimacy (4 criteria)
| Criterion | Score | Analysis |
|---|
| Team Transparency | 88/100 | Founders are named, credentialed (ex-CoinMarketCap), and publicly traceable via LinkedIn and interviews. |
| Fraud & Scam Risk | 60/100 | No fraud or rug-pull allegations against Sogni itself were found, but the sources retrieved on crypto/AI scams concern unrelated entities, so absence of red flags is inferred rather than confirmed. |
| Use Case Legitimacy | 82/100 | Sources document a functioning creative-AI/DePIN platform with hundreds of thousands of active users and real GPU rendering demand. |
| Ethical Practices | 85/100 | The protocol's own design is a creative-AI compute marketplace with no inherent link to a prohibited industry; any potential misuse of AI content tools by third parties does not change this. |
Summary: The team is publicly named, credentialed, and has visible track records, with no fraud allegations found against Sogni itself in these sources.
2. Project Operations (9 criteria)
| Criterion | Score | Analysis |
|---|
| Core Protocol Business | 88/100 | Core business is decentralized GPU compute for AI content generation, a legitimate technology sector. |
| Transaction Fees | 78/100 | Fees are usage-based payments to workers with a stated deflationary burn on earnings claims, not interest-style extraction. |
| Treasury Assets | 55/100 | A large "Sogni Reserve" treasury allocation is disclosed but its actual asset composition (e.g., whether it holds interest-bearing instruments) is not described. |
| Revenue Model | 82/100 | Revenue comes from render/storage/minting fees and a worker revenue-share pool, not lending or interest income. |
| Transparency | 72/100 | Extensive public documentation and an open-source SDK/client exist, though full protocol-contract openness is not confirmed. |
| Governance | 42/100 | Governance via DAO is described only as a future feature; current control appears centralized with the core team. |
| Launch Fairness | 68/100 | Launch involved private/seed/public sale rounds alongside a large community airdrop and vesting schedules, a moderately fair though not fully permissionless structure. |
| Token Distribution | 72/100 | Disclosed allocation gives the majority of supply to ecosystem/community/worker rewards, with team and investors on multi-year vesting. |
| Speculation/Utility Ratio | 68/100 | Reported real usage (millions of daily renders, hundreds of thousands of users) suggests utility-driven demand, though no data separates trading speculation from utility use. |
Summary: Sogni runs a decentralized GPU-compute network for AI creative content with usage-based fees, worker rewards, and disclosed but not-yet-fully-decentralized governance.
3. Financial Health (4 criteria)
| Criterion | Score | Analysis |
|---|
| Protocol Revenue | 80/100 | Revenue sources cited are usage fees, not interest-based lending activity. |
| Financial Status | 50/100 | Exchange listings and reported user growth are documented, but no detailed financial statements or treasury reporting were found. |
| Interest Assessment | 82/100 | The base protocol is a compute marketplace with no native lending/borrowing; a third-party platform offering SOGNI-collateralized borrowing exists but is not part of the core protocol and does not determine its ruling. |
| Audit Quality | 20/100 | No audit specifically naming Sogni AI's own smart contracts, with firm and date, could be found; a Halborn audit surfaced in results belongs to an unrelated project. |
Summary: Revenue is fee-based rather than interest-based, the base protocol has no native lending function, but no audit specific to Sogni's own contracts or detailed treasury disclosures were found.
4. Token Economics (5 criteria)
| Criterion | Score | Analysis |
|---|
| Token Purpose | 78/100 | SOGNI has documented functional uses (payment for rendering, worker compensation, staking, future governance) beyond speculation. |
| Governance Rights | 48/100 | Governance rights are stated as a forthcoming DAO feature rather than a currently operative mechanism. |
| Rewards Distribution | 80/100 | Staking/leaderboard rewards are explicitly variable, tied to stake size, duration, and seasonal pool allocations that change over time. |
| Speculation Controls | 58/100 | Vesting cliffs, lock-ups, and a usage-linked burn provide some anti-speculation structure, though no dedicated anti-speculation mechanism (e.g., trading limits) is described. |
| Asset Backing | 52/100 | Value is tied to platform utility rather than any described reserve or asset backing, which is disclosed only in general terms. |
Summary: SOGNI functions as a utility token tied to platform usage and worker rewards with variable, non-fixed reward mechanics, though on-chain governance rights are still only planned.
5. Staking Mechanism (5 criteria)
| Criterion | Score | Analysis |
|---|
| Mechanism Type | 75/100 | Staking is direct, wallet-based, with documented lock-up epochs and terms published in Sogni's own docs. |
| Islamic Contract Classification | 42/100 | The reward pool resembles a participation-based prize/airdrop structure, but no clear Mudarabah/Wakalah/Ju'alah classification is offered in the sources, leaving the underlying contract type unresolved. |
| Rewards Structure | 75/100 | Rewards are explicitly proportional to stake and ranking and have varied in size/share across seasons rather than being fixed or guaranteed. |
| Documentation | 78/100 | A dedicated staking documentation page and referenced Terms and Conditions disclose the mechanics. |
| Shariah Alignment | 55/100 | Reward allocation via competitive leaderboard ranking introduces gharar-like uncertainty, and the contract's Islamic classification remains unresolved in available sources. |
Summary: Sogni offers native, documented, self-custodial staking with variable seasonal rewards, but the precise Islamic contract classification of the reward mechanism is not addressed in the sources.
Overall Assessment: Sogni AI presents as a genuine, actively used creative-AI DePIN project with a transparent team and utility-driven token design, though gaps remain around independent audits, treasury composition, and formal Shariah classification of its staking rewards.
Written by ThanvirFounder, Ex Director S&P Global Energy
Reviewed by Imam Omar SiddiqiShariah Scholar