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CHOW (48) IDAI (46) VIDA (41) SAGT (52) ⌘ Pro Terminal β†’

Firefly Neuroscience Inc. (AIFF) Revenue-to-Profit Sankey Flow & SEC XBRL Financials

$0.99 -0.81% NASDAQ β€’ Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $0.99

Firefly Neuroscience Inc. (AIFF) carries a Roarable Rating of E (Strong Sell) with 34/100 RQD Confidence due to weak cash-flow efficiency and sensitivity to current interest rates. Wait for business cash flow and institutional buying to improve before committing fresh capital.

ROARABLE E β€’ RED ALERT Cap $15.7M
πŸ“€ Share Live RQD Speedometer Card: 𝕏 Post Reddit StockTwits ⬇ Live SVG Card
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πŸ€– Mara Quenwick β€’ AI Quant Lead (Click for Instant Brief) Is AIFF stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
β–Ό

As of 2026-11-03, Firefly Neuroscience Inc. (NASDAQ: AIFF) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 34/100 at a spot price of $0.99 (-0.81% 1D, market cap $15.7M). Pillar breakdown: Fundamental Cash Engine 8/20, Institutional 13F & Options Flow 3/20, SEC Balance-Sheet Forensics 11/20, FRED Macro Regime Fit 7/20, and Executive Insider Alignment 5/20. Across 715 tracked Technology issuers, AIFF ranks #536 in composite RQD confidence.

βœ“ Pre-computed one-to-many AI Quant brief
πŸ€– Ellis Vennor β€’ AI Peer & Flow Quant (Click for Instant Brief) How does AIFF compare to CHOW and IDAI in the Technology sector?
β–Ό

Within the Technology sector (Computer Software: Prepackaged Software), AIFF carries a Roarable E (34/100 RQD), trailing P/E of N/A, gross margin of 56.5%, and ROIC of -35.0%. By comparison, CHOW (ChowChow Cloud International Holdings Limited) holds a D grade (48/100 RQD, P/E N/A, ROIC -35.0%, cap $15.6M) and IDAI (T Stamp Inc. (Class A)) posts a D grade (46/100 RQD, P/E N/A, ROIC -35.0%, cap $16.0M). Among the 5-stock peer group, AIFF leads on earnings multiple (N/A) while AIFF leads on capital efficiency (-35.0% ROIC).

βœ“ Pre-computed one-to-many AI Quant brief
πŸ€– Gideon Ashmere β€’ AI SEC 10-K Forensics (Click for Instant Brief) What are the biggest fundamental strengths and SEC risk factors for AIFF?
β–Ό

Per AIFF's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0000803578), Firefly Neuroscience Inc. generated $1.1M in revenue (+957.4% YoY), -$19.9M in net income, and -$8.2M in free cash flow against $10.5M in total assets and $0 in total debt. Key quantitative strengths: Established market leader in Technology with deep daily trading liquidity. Primary risk factors monitored: Company executives have done more routine share selling than personal cash buying lately. Institutional options positioning shows a 50% call / 50% put premium split.

βœ“ Pre-computed one-to-many AI Quant brief
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INTERACTIVE SCENARIO DECK:
πŸ›‘οΈ Portfolio Crash X-Ray
EXT / AFTER-HRS: $0.99 (-0.34%)🧬 Disciplined Float (+0.72% YoY Shares)βš™οΈ Cash Engine: 8/20 (D-) β€’ 0% FCF Margin
Verify 90D Bucket Audit β†’
πŸ“Š Historical Track Record Warning: Scores below 50 (34/100 Β· E) historically underperformed SPY in 71% of rolling 90-day windows (-8.7% avg 90D alpha vs SPY β€’ 29.0% hit rate).
Audit Bucket Track Record β†’
RQD QUANT TACHOMETERRED ALERT β€’ E
025507510034
2-of-3 JEV AI Jury Bearish Warning
Cash
SEC
Whale

Impersonal quantitative research (0–100 RQD rubric) β€” not individualized investment advice. Past performance does not guarantee future results. Full Disclaimer

5-PILLAR SNOWFLAKE RADARRw E Β· Rk D
Cash (8)Whales (3)SEC (11)Macro (7)CEO (5)
Each axis scored 0–20
12M PRICE TARGET CONE-11.1% Base Target
$3 Bull$1 Base$1 Bear
πŸ“¬ FREE AIFF RATING-CHANGE & BRIEFING ALERTSManage / Unsubscribe
WHALE OPTIONS SNAPSHOT: β€” (No Active Options Snapshot on file for AIFF)Realized 20D OHLCV Swing Band: Β±12.5%
Deterministic 5-Pillar Attribution (34/100 Composite)
πŸ” WHY AIFF SCORES 34/100 (E) β€” TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag
β–² #1 Bullish Driver: SEC 10-K Forensic Risk+11/20 pts (32% of score)

Altman Z-Score 3.80 (FORTRESS SAFE (>3.0)) β€’ Piotroski F-Score 4/9

β–² #2 Bullish Driver: Cash Engine Quality+8/20 pts (24% of score)

SEC XBRL FY 2025 (10-K): 0% FCF Margin ($0 FCF) & 56.5% Gross Margin

β–Ό #1 Drag / Risk Factor: Whale & Options Positioning4/20 pts (-16 pt drag)

Put hedging (50% put share) caps near-term gamma upside (-16 pts vs max)

πŸ“ˆ PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 β†’ Q2 β†’ Q3 β†’ Current
Q1 (-3Q)
42
Grade D$1.11-4.5% Next Q
Q2 (-2Q)
39
Grade E$1.06-5.7% Next Q
Q3 (-1Q)
37
Grade E$1.00-1% Next Q
Current
34
Grade E$0.99-8.7% Hist 90D Ξ±
Trajectory: D (42) β†’ E (34)Full Audit β†’
βš”οΈ ADVERSARIAL OPPOSING CASE & FORENSIC KILL-SWITCH (WHY THE BULL/BEAR THESIS COULD FAIL)CONTRARIAN TURNAROUND & SHORT-SQUEEZE DOSSIER

βš”οΈ Adversarial Opposing Case: What Could Spark a AIFF Turnaround Squeeze

Gideon Ashmere Forensic Desk β†’

While AIFF currently carries a cautious 34/100 (E) rating due to Whale & Options Positioning (4/20), shorts face asymmetric squeeze risk if free cash flow inflects or management executes accretive buybacks.

πŸš€ Contrarian Squeeze Trigger #1

Established market leader in Technology with deep daily trading liquidity.

πŸš€ Contrarian Squeeze Trigger #2

Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($1.15) and Max Pain ($1.04) forces dealer call-delta covering toward $3.31.

πŸš€ Contrarian Squeeze Trigger #3

Forensic Repair Trigger: Halting share dilution (Disciplined Float (+0.72% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.

🎲 LIVE PREDICTION MARKET ODDS TIED TO $AIFFβ€’ $4.8M Crowd Pool β€’ Kalshi / Polymarket Composite
Contract: β€œAIFF Beats Next Quarterly Revenue & EPS Consensus + Hyperscaler AI CapEx Holds Record Pace”
YES 34%NO 66%Trade / Inspect Odds β†’
VISUAL REVENUE-TO-PROFIT SANKEY WATERFALL β€’ FY 2025 (10-K)

How AIFF Turns Every Dollar of Sales Into Real Bottom-Line Profit

Free Cash Flow:$0 (0% FCF Margin)
Revenue$1.1MGross Profit $645.0K (56.5%)Cost of Sales $497.0KOp Profit $0 (0%)OpEx (R&D/SG&A) $645.0KNet Profit$0 (0%)Tax/Other $0

Multi-Year SEC EDGAR XBRL Revenue, Net Profit & Free Cash Flow Trajectory

β–  Revenueβ–  Net Profitβ–  Free Cash Flow
FY23
Rev $498.0K
FY24
Rev $108.0K
FY25
Rev $1.1M
Fiscal YearRevenueGross MarginOp MarginNet ProfitFree Cash FlowROIC %
FY 2025$1.1M56.5%-80%-$19.9M-$8.2M-45%
FY 2024$108.0K98%-80%-$10.5M-$6.2M-45%
FY 2023$498.0K56.5%-80%-$2.6M-$2.2M-35%
ON-DEMAND RQD QUANT WORKSHOP β€’ SPONSORED / PARTNER SPOTLIGHTHosted by Perry Belcher & Roarable Forensic Quant Desk

Red-Light Warning Desk: Spotting SEC Cash-Flow & Dilution Risks Before Downgrades (Featuring AIFF)

  • βœ“Walkthrough of AIFF's RQD Radar, SEC cash-conversion gap & downside invalidation levels
  • βœ“3 asymmetric Bear/Hedge frameworks when 10-year Treasury yields stay elevated
  • βœ“Includes nightly RQD rating-change & forensic signal email alerts on your tracked stocks
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AIFF // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -54.17%πŸ›‘οΈ HOLDING TREND SUPPORT
2026-11-03O $1.03H $1.03L $0.99C $0.99VOL 67.4K
RES: $2.23SUP: $0.89SMA50: $1.15SMA200: $1.37
$2.39$1.98$1.58$1.18$0.77RES $2.23SUP $0.89$0.992026-05-042026-06-172026-08-042026-09-182026-11-03
PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

AIFF Dilution Monitor, Expectations Hurdle, Butterfly Connections & Policy Exposure

πŸ¦‹ AIFF Butterfly Map β†’ + Track AIFF β†’
Share Count & Dilution Monitor

Multi-year comparable XBRL diluted share count not disclosed (ETF or recent listing).

Reverse-DCF Expectations Hurdle
8.0%/yr Implied 5Y Growth

vs. +957.4% actual YoY revenue growth (assuming 9.25% cost of equity & 16.5x terminal multiple).

Ellis Vennor Setup Ledger

No active Ellis Vennor swing setup published on AIFF today. View full Setup Ledger β†’

πŸ¦‹ Documented & Second-Order Butterfly Connections Open Graph β†’

No direct multi-tier Butterfly edges indexed yet for AIFF. Explore sector supply chains on /butterfly.

AI Analyst Theses, Washington Policy & Company Video
🎬 No recent verified company-specific video clip queued for AIFF today (we never pad ticker pages with unrelated generic clips). Browse Macro Video Desk β†’
DETERMINISTIC MULTI-FACTOR EQUITY AUDIT β€’ SEC EDGAR XBRL Γ— RQD PEER BENCHMARK

πŸ“Š Quantitative Sector Peer Comparison, SEC Filing Delta & Investment FAQ (AIFF)

Technology Rank #536 of 715 βš”οΈ CHOW vs AIFF Full Matrix β†’

1. Head-to-Head Technology Peer Comparison (AIFF vs. CHOW, IDAI, VIDA, SAGT)

Industry: Computer Software: Prepackaged Software (222 Tracked Issuers)

Across 715 tracked Technology securities in the Roarable RQD universe, Firefly Neuroscience Inc. (AIFF) ranks #536 by composite RQD confidence (34/100, grade E) and #619 by equity capitalization ($15.7M). Within this direct 5-issuer industry benchmark cohort, AIFF leads on earnings valuation at N/A trailing P/E, while AIFF leads on capital efficiency and profitability with -35.0% ROIC and 56.5% gross margin. SAGT currently holds the highest overall quantitative score in the immediate peer group at 52/100 (D+) compared with AIFF at 34/100 (E).

Ticker / Company Roarable Grade RQD Score Trailing P/E Gross Margin ROIC 1D Change Market Cap Head-to-Head
AIFF ACTIVE
Firefly Neuroscience Inc.
E 34/100 β€” 56.5% -35.0% -0.81% $15.7M Benchmark Subject
CHOW
ChowChow Cloud International Holdings Limited
D 48/100 β€” 12.9% -35.0% -5.45% $15.6M /chow-vs-aiff β†’
IDAI
T Stamp Inc. (Class A)
D 46/100 β€” β€” -35.0% -8.51% $16.0M /idai-vs-aiff β†’
VIDA
VIDA Global Inc. (Class A)
D- 41/100 β€” β€” β€” -5.75% $14.4M /vida-vs-aiff β†’
SAGT
SAGTEC GLOBAL LIMITED (Class A)
D+ 52/100 β€” β€” β€” +5.53% $14.0M /sagt-vs-aiff β†’

2. Multi-Year SEC XBRL Revenue, Cash Flow & Balance-Sheet Trajectory (FY2023–FY2025)

SEC EDGAR 10-K β€’ FILED 2025-12-31 β€’ CIK 0000803578 β†—

In its most recent audited fiscal period (FY2025, filed 2025-12-31), Firefly Neuroscience Inc. (AIFF) reported GAAP revenue of $1.1M (+957.4% vs. FY2024 revenue of $108.0K , and +129.3% cumulative change since FY2023) , GAAP net income of -$19.9M, operating cash flow of -$8.2M, and free cash flow of -$8.2M (-33.1% YoY). On the balance sheet, AIFF closed FY2025 with $10.5M in total assets against $0 in total debt (Altman Z-Score: N/A, Piotroski F-Score: 4/9).

Fiscal Period Filing Date Revenue Net Income Operating Cash Flow Free Cash Flow Total Assets Total Debt
FY2025 (FY) 2025-12-31 $1.1M -$19.9M -$8.2M -$8.2M $10.5M β€”
FY2024 (FY) 2024-12-31 $108.0K -$10.5M -$6.2M -$6.2M $4.6M β€”
FY2023 (FY) 2023-12-31 $498.0K -$2.6M -$2.2M -$2.2M β€” β€”

3. AIFF Data-Verified Investor FAQ (RQD Rating, Sector Peers, SEC Forensics & Technicals)

βœ“ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

Is AIFF stock a Buy, Hold, or Sell right now according to Roarable's RQD model?

As of 2026-11-03, Firefly Neuroscience Inc. (NASDAQ: AIFF) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 34/100 at a spot price of $0.99 (-0.81% 1D, market cap $15.7M). Pillar breakdown: Fundamental Cash Engine 8/20, Institutional 13F & Options Flow 3/20, SEC Balance-Sheet Forensics 11/20, FRED Macro Regime Fit 7/20, and Executive Insider Alignment 5/20. Across 715 tracked Technology issuers, AIFF ranks #536 in composite RQD confidence.

How does AIFF compare to CHOW and IDAI in the Technology sector?

Within the Technology sector (Computer Software: Prepackaged Software), AIFF carries a Roarable E (34/100 RQD), trailing P/E of N/A, gross margin of 56.5%, and ROIC of -35.0%. By comparison, CHOW (ChowChow Cloud International Holdings Limited) holds a D grade (48/100 RQD, P/E N/A, ROIC -35.0%, cap $15.6M) and IDAI (T Stamp Inc. (Class A)) posts a D grade (46/100 RQD, P/E N/A, ROIC -35.0%, cap $16.0M). Among the 5-stock peer group, AIFF leads on earnings multiple (N/A) while AIFF leads on capital efficiency (-35.0% ROIC).

What are the biggest fundamental strengths and SEC risk factors for AIFF?

Per AIFF's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0000803578), Firefly Neuroscience Inc. generated $1.1M in revenue (+957.4% YoY), -$19.9M in net income, and -$8.2M in free cash flow against $10.5M in total assets and $0 in total debt. Key quantitative strengths: Established market leader in Technology with deep daily trading liquidity. Primary risk factors monitored: Company executives have done more routine share selling than personal cash buying lately. Institutional options positioning shows a 50% call / 50% put premium split.

Where is AIFF trading relative to its 50-day, 200-day, and 52-week technical levels?

AIFF last traded at $0.99 (-0.81% on volume of 60,886 shares), positioning the stock -13.91% below its 50-day simple moving average ($1.15) and -27.74% below its 200-day simple moving average ($1.37). Across its 52-week range of $0.62 to $3.15, AIFF sits at the 14.6% percentile with a 14-day RSI of 43.2 (NEUTRAL RANGE) and an implied next-earnings move of Β±12.5% ($1.00 to $1.11).

Direct Sub-Reports: AIFF RQD Cockpit AIFF 12M Forecast AIFF Earnings & Move AIFF Dividends & DRIP AIFF Insiders & 13F AIFF Whale Options AIFF Profit Sankey AIFF News & Why
ROARABLE RATING BRIEF β€’ RQD 34/100 (E) βœ“ SEC XBRL & RQD VERIFIED

AIFF β€” Firefly Neuroscience Inc.: What the Facts Mean to a Prospective Investor

Methodology: RQD v6.2 Deterministic 5-Pillar & SEC XBRL Audit
Updated: 2025-12-31

1. Roarable Rating Brief: What This Means to a Prospective Investor

Firefly Neuroscience Inc. (AIFF) earns a live Roarable RQD composite score of 34/100, corresponding to a E letter grade (Roarable Strong Sell) at a spot price of $0.99 (-0.81% 1D, market capitalization $15.7M).

  • Fundamental Cash Engine (8/20): Anchored by return on invested capital (ROIC) of -35.0%, gross margin of 56.5%, operating margin of -60.0%, and free cash flow yield of β€”.
  • Whale 13F & Options Flow (3/20) + Insider Conviction (5/20): Tracks institutional 13F accumulation, CBOE options call/put positioning, and SEC Form 4 / Congressional PTR filings.
  • Macro Regime Fit (7/20) + Forensic Balance Sheet (11/20): Incorporates a 1.00x equity beta, Altman Z-Score of N/A, Piotroski F-Score of 4/9, and Debt/Equity of N/A.

2. Business Model, Unit Margins & SEC Financial Trajectory

Firefly Neuroscience Inc. (AIFF) is a NASDAQ-listed issuer in the Technology sector, operating in Computer Software: Prepackaged Software..0B.

In its latest audited SEC EDGAR 10-K filing for FY2025 (filed 2025-12-31), Firefly Neuroscience Inc. (AIFF) reported $1.1M in annual revenue (up from $108.0K in FY2024, +957.4% YoY) and -$19.9M in GAAP net income. Over the multi-year SEC filing window from FY2023 ($498.0K revenue, -$2.6M net income) through FY2025, AIFF scaled operating cash flow to -$8.2M and free cash flow to -$8.2M, backed by $10.5M in total assets against $0 in total debt.

3. Institutional Bull vs. Bear Thesis & Valuation Tradeoff

  • πŸ‚ Primary Bull Case (E β€’ RQD 34/100): Established market leader in Technology with deep daily trading liquidity. Free cash flow yield of β€” and institutional whale pillar of 3/20. With Fundamental Cash Engine at 8/20 and Institutional Whale Flow at 3/20, sustained execution supports upside toward the upper end of the $0.62 – $3.15 52-week range.
  • 🐻 Primary Bear Case & Valuation Risk: Company executives have done more routine share selling than personal cash buying lately. Investors must weigh current valuation against -60.0% operating margins and a 1.00x macro beta.

4. 2nd-Order Butterfly Ripples & Key Questions to Watch

An investor should watch whether commercial traction for the Versus Platform translates into reported revenue, since FY 2025 revenue of $1.1M remains small relative to the net loss of -$19.9M.

  • Key Question #1: Can AIFF sustain or expand its -60.0% operating margin and -35.0% ROIC against Computer Software: Prepackaged Software peers over the next 4 quarters?
  • Key Question #2: Following FY2025 revenue of $1.1M and free cash flow of -$8.2M, how will capital allocation balance growth reinvestment against $0 in total debt?
  • Key Question #3: How sensitive is AIFF's equity valuation to Technology capital spending cycles and macro interest-rate shifts (Beta 1.00x)?

AIFF Live News Feed, Press Releases & Catalyst Wire

Real-time company headlines, analyst actions, and sector developments for Firefly Neuroscience Inc. (AIFF) β€’ Click "Debate This Headline" to argue it in the Roar Pit below

πŸ’¬ Jump to AIFF Debate Forum (3) ↓
πŸ”₯ THE ROAR PIT β€’ LIVE COMMUNITY DEBATE 3 Active Posts & Replies

AIFF Bull vs. Bear Conversation Board β€” What's Your Call at $0.99?

πŸ‚ 67% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON AIFF 🐻 33% BEARISH CONVICTION
1. Pick Your Side on AIFF:
πŸ’‘ Tip: Back up your call with a price target or RQD metric to get upvoted to the top.
AL AlphaFlow_Cap RQD DEBATE OPENER β€’ Verified $100K Arena Trader πŸ‚ BULLISH 🎯 Target: $1.29 (+29.0%)
πŸ“Œ Pinned Debate

The $20M Series A raise and the commercial availability of the Versus Platform point to a possible path to revenue growth that the bala

The street is overcomplicating Firefly Neuroscience Inc. (AIFF). The $20M Series A raise and the commercial availability of the Versus Platform point to a possible path to revenue growth that the balance sheet could fund.. With an RQD score of 34/100 (E) and Forensic Balance Sheet at 11/20, any positive earnings surprise or guidance raise forces underweight funds to chase above $1.08.

VolSurface_Trader πŸ‚ BULL

Both sides have a point here β€” AIFF's 11/20 balance sheet score keeps downside contained, so the real swing factor next earnings call is backlog and FCF conversion.

FO ForensicBear RQD DEBATE OPENER β€’ 10-K Footnote Auditor 🐻 BEARISH 🎯 Target: $0.82 (-18.0%)
Spot @ $1.00

With FY 2025 revenue of $1.1M against a net loss of -$19.9M and FCF of -$8.2M versus $2.7M cash, the company shows a weak cash engine a

With FY 2025 revenue of $1.1M against a net loss of -$19.9M and FCF of -$8.2M versus $2.7M cash, the company shows a weak cash engine and limited funding cushion.. Look at the math on AIFF: paying current EV/EBITDA multiples for -35.0% ROIC and -60.0% operating margins leaves zero margin of safety if Computer Software: Prepackaged Software demand softens. I'd wait for a retest of $0.88 before getting long.

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