SharonAI Holdings Inc. (Class A) (SHAZ) Revenue-to-Profit Sankey Flow & SEC XBRL Financials

Per the Roarable RQD rating, SHAZ carries an RQD Score of 20 and a letter grade of E, labeled "Roarable Strong Sell — Forensic Risk / Avoid." The five pillars are scored as follows: Fundamental Cash Engine 6/20 (ROIC -23.2%; FCF yield -1.45%), Whale 13F Flow 4/20 (institutional accumulation and options positioning), Insider Conviction 3/20 (SEC Form 4 and Congressional PTR cluster flow), Macro Regime Fit 3/20 (Beta 1.0; sector sensitivity), and Forensic Balance Sheet 4/20 (Altman Z 2.68; Piotroski F 2/9; Debt/Equity 0.5).

For a prospective investor, the pillar profile points to a weak return engine. The negative ROIC and negative FCF yield indicate the business is not currently generating returns on invested capital or free cash flow relative to its market value. The insider and institutional pillars score lowest, meaning the ownership-flow evidence in this dataset does not offer a conviction signal. The forensic pillar sits in the same low band; the Altman Z 2.68 and Debt/Equity 0.5 are not the primary weakness, but the Piotroski F 2/9 reflects weak fundamental quality signals. The upside case rests mainly on the macro liquidity signal discussed below, which is a sensitivity argument rather than an earnings argument. Any valuation tradeoff is therefore a bet on liquidity conditions rather than on cash generation. This is an analytical framing of the data, not personalized financial advice.

Per the profile, SharonAI Holdings Inc. (Class A) is a NASDAQ-listed issuer in the Technology sector, EDP Services industry, with a market capitalization of $0.9B. Per the market data, gross margin is 6.4% and operating margin is -60%. The source data does not describe specific products, customers, or revenue-generating mechanics beyond the sector and industry classification. Not available in source data for a detailed description of what the company sells or to whom.

Per the SEC financials, revenue rose from $0.4M in FY 2024 to $1.6M in FY 2025, while net loss widened from $-3.9M to $-39.6M and free cash flow moved from $-5.2M to $-13.6M. Per the market data, operating and net margins are both -60%, and ROIC is -23.2%. Per the Roarable RQD rating, the Altman Z-Score is 2.68, the Piotroski F-Score is 2/9, and Debt/Equity is 0.5. Cash rose to $71.1M in FY 2025 from $4.4M in FY 2024, while debt is reported as N/A in both periods.

• Earnings timing: A Stock Titan item states a 4:30 p.m. ET call will follow third-quarter results on Nov. 16 (MARKET WIRE, YELLOW).
• Analyst action: Multiple items reference Cantor Fitzgerald reiterating a rating; a Moomoo item states a Buy rating with a $109 target (MARKET WIRE, YELLOW). Cantor Fitzgerald's reiteration is described alongside "data center concerns" (Investing.com).
• Contract book: A Seeking Alpha headline references an "$8.8 Billion Contract Book" with the claim that it "Mostly Pays For Its Own GPUs" (CATALYST, GREEN).
• Forecast coverage: Simply Wall St and Yahoo Finance items are general market-action and forecast pieces with no specific figures beyond the headlines.
• Proprietary signal (Butterfly Graph): A LIQUIDITY_TAILWIND signal, BULLISH, severity 94, terminal label "MACRO TAILWIND SCORE (96/100)." The AI brief states the True Net Liquidity Index at $5,745.73B (-0.64% 4-week RoC; High-Yield OAS +2 bps) and a 5.81x Net Liquidity beta with r = -0.18.

Risk watch items: Per market data, the stock closed with a -8.08% change, and the price sits near the low end of its 52-week range ($16.55 - $97.48). The 5.81x liquidity beta is the source of the bullish signal, but the correlation is stated as r = -0.18, a weak figure.

Per the Butterfly Supply-Chain Graph, supply_chain is NONE and butterfly_links is empty, so upstream and downstream dependencies are not available in source data. The only sector-level linkage is the macro liquidity signal: the Butterfly Graph assigns SHAZ a 5.81x sensitivity to Fed balance sheet, Treasury General Account, and Overnight RRP net liquidity. A prospective investor should watch that liquidity channel as the primary second-order driver, since the source data identifies no operating supply-chain bottlenecks. The 2nd-order risk is that a liquidity-driven rally could reverse if the net liquidity measure moves against the signal, given the stated beta and the weak r = -0.18.

Per the analyst data and holders sections, both are reported as NONE. Not available in source data for consensus rating or price targets from the analyst section. Not available in source data for SEC Form 4 insider, 13F institutional, or Congressional trades from the holders section. The only price-target reference is the Moomoo headline citing Cantor Fitzgerald's Buy rating and $109 target within the news wire.

• What are the company's revenue sources and customer base, given that the source data describes only its sector classification?
• What drove the net loss increase from $-3.9M to $-39.6M, and is the $71.1M cash balance sufficient to fund the negative free cash flow?
• Does the $8.8 Billion contract book referenced in news convert into recognized revenue, and on what timeline?
• What is the debt position, given that debt is reported as N/A in both periods?
• Why does the macro score rely on a liquidity beta with r = -0.18, and how stable is that relationship?