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olivLaw · US equity research

Rain Enhancement Technologies Holdco, Inc. RAIN

Misc Industrial & Commercial Machinery & Equipment · SIC 3590 · Vertical: Misc Industrial & Commercial Machinery & Equipment (SIC 3590)

0.58USD+6.57% · 1 dayClose 04 Nov 2026

Rain Enhancement Technologies Holdco develops AEI (atmospheric ionization) technology to support artificial rain and snow, aiming to make access to water more predictable for communities and farms. The company is still at an early stage, with limited revenue, debt owed to an affiliate and a going-concern warning, which makes future financing a key factor. For now activity is concentrated on pilot projects, and with only about $214,000 in cash at the end of 2025, any delay in funding could affect expansion plans.

At the close of 04 Nov 2026, Rain Enhancement Technologies Holdco, Inc. (RAIN) stock was 0.58 USD (+6.57% on the day), with beta 0.54, 52-week range 0.53–8.13 USD. Latest reported quarter (Q2 2026): revenue of 0 USD, net income of -3.2 m USD.

Data as of · AI analysis dated · Source: SEC filings and closing prices, computed by olivLaw.

Market cap
unavailable
P/E (TTM)
unavailable
E/P (TTM)
unavailable
Dividend yield
unavailable
Beta (2y)
0.54
Volatility (1y) 134%
52-week range
0.538.13

Price history

Loading chart…

Technical reading

RSI (14)
42.7
weak (30–45)
Bollinger (20, 2)
0.50 – 0.71
in the lower half of the band · %B 0.40 · band width 35.9%
SMA 50 / 200
0.74 / 1.79
downtrend (price < SMA50 < SMA200)
MACD (12, 26, 9)
-0.06 / -0.07
MACD above signal

Indicators describe past prices; on their own they do not predict direction. On our history the RSI ≤ 40 filter added no return (see the signals methodology).

Performance

CompanyS&P 500vs S&P 500Vertical median
1 month−23.3%−1.1%−22.2 pp—
3 months−53.7%−0.5%−53.2 pp—
6 months−68.9%+4.4%−73.3 pp—
Year to date−90.0%+12.3%−102.3 pp—
1 year−88.5%+13.5%−102.1 pp−47.0%
3 yearsunavailable+76.4%unavailable+54.6%
5 yearsunavailable+63.7%unavailable—
Max drawdown (1y)
−93.5%
30 Dec 2025 → 30 Oct 2026
Max drawdown (5y)
−93.5%
30 Dec 2025 → 30 Oct 2026
Compound annual growth (5y)
unavailable
S&P 500 +10.4%

Price returns, dividends excluded.

Quarterly results

Latest quarter: Q2 2026 · 30 Jun 2026

Revenue
0 USD
unavailable YoY
Net income
-3.2 m USD
unavailable YoY
Diluted EPS
unavailable
unavailable YoY
net / operating
unavailable / unavailable

Quarterly margins

Quarterly statements · USD

Fiscal yearQ3 '24Q4 '24Q1 '25Q2 '25Q3 '25Q4 '25Q1 '26Q2 '26
Revenue——————10.5 k0 ≈
Research & development————46.2 k14.3 k40.7 k31.9 k
Operating income-3.0 m-1.2 m-1.3 m-1.1 m-1.6 m-4.1 m-1.9 m-3.1 m
Depreciation & amortisation———————10.4 k
Interest expense7.5 k8.0 k47.1 k33.1 k243.2 k-38.9 k139.5 k310.1 k
Income tax———9120 ≈0——
Net income-3.0 m-1.2 m-1.5 m-952.8 k-2.2 m-4.5 m-1.9 m-3.2 m
Operating cash flow-120.2 k ≈-1.2 m-1.0 m-383.3 k ≈-234.0 k ≈-328.7 k-1.9 m-1.0 m ≈
Capex1.1 k ≈1139.4 k473.3 k ≈245.8 k ≈129.3 k9.5 k0 ≈

≈ derived quarter (cumulative difference / share-days average)

E/P over time

EPS unavailable in the issuer's structured filings (e.g. a partnership reports per unit, not per share).

E/P = trailing-12-month diluted EPS / price at quarter end. E/P is the inverse of P/E and stays defined when earnings are negative.

Fiscal years

Fiscal year202320242025
Revenueunavailableunavailableunavailable
Revenue YoYunavailableunavailableunavailable
Net income-437.0 k-4.5 m-9.1 m
Net income YoYunavailableunavailableunavailable
Diluted EPSunavailableunavailableunavailable
Diluted EPS YoYunavailableunavailableunavailable
net %unavailableunavailableunavailable
Free cash flow-502.3 k-1.4 m-2.9 m

Reported results vs expectations

Loading…

Balance sheet & financial health

Fiscal year 2025 · 31 Dec 2025

Cash
213.7 k USD
Financial debt
unavailable USD
Net debt
unavailable USD
Equity
-12.7 m USD
Total assets
1.8 m USD
Debt / equity
unavailable
Current ratio
0.02x
ROE
unavailable
ROA
-592.4%
FCF margin
unavailable

Financial statements (source on every figure)

Revenue and net income (USD)

Income statement · USD

Research & development
2023
—
2024
—
2025
62.0 k

SEC (XBRL)· 15 Apr 2026verified

Operating income
2023
-410.1 k
2024
-4.5 m
2025
-8.1 m

SEC (XBRL)· 15 Apr 2026verified

Interest expense
2023
27.0 k
2024
30.2 k
2025
284.5 k

SEC (XBRL)· 15 Apr 2026verified

Income tax
2023
—
2024
—
2025
912

SEC (XBRL)· 15 Apr 2026verified

Net income
2023
-437.0 k
2024
-4.5 m
2025
-9.1 m

SEC (XBRL)· 15 Apr 2026verified

Balance sheet · USD

Cash
2023
37.3 k
2024
32.6 k
2025
213.7 k

SEC (XBRL)· 15 Apr 2026verified

Current assets
2023
45.5 k
2024
769.9 k
2025
317.5 k

SEC (XBRL)· 15 Apr 2026verified

Property, plant & equipment, net
2023
368.2 k
2024
0
2025
407.1 k

SEC (XBRL)· 15 Apr 2026verified

Intangibles (excl. goodwill)
2023
104.1 k
2024
92.4 k
2025
80.8 k

SEC (XBRL)· 15 Apr 2026verified

Total assets
2023
517.8 k
2024
1.3 m
2025
1.8 m

SEC (XBRL)· 15 Apr 2026verified

Accounts payable
2023
505.4 k
2024
1.9 m
2025
1.5 m

SEC (XBRL)· 15 Apr 2026verified

Long-term debt
2023
—
2024
839.0 k
2025
—

SEC (XBRL)· 16 Apr 2025verified

Current liabilities
2023
1.2 m
2024
6.2 m
2025
13.3 m

SEC (XBRL)· 15 Apr 2026verified

Total liabilities
2023
1.2 m
2024
6.6 m
2025
14.5 m

SEC (XBRL)· 15 Apr 2026verified

Equity
2023
-636.9 k †
2024
-5.3 m †
2025
-12.7 m †

SEC (XBRL)· 15 Apr 2026verified

Cash flow · USD

Operating cash flow
2023
-238.1 k
2024
-1.3 m
2025
-2.0 m

SEC (XBRL)· 15 Apr 2026verified

Capex
2023
264.2 k
2024
45.8 k
2025
987.8 k

SEC (XBRL)· 15 Apr 2026verified

Free cash flow
2023
-502.3 k ≈
2024
-1.4 m ≈
2025
-2.9 m ≈

SEC (XBRL)· 15 Apr 2026derived

Investing cash flow
2023
-264.2 k
2024
-45.8 k
2025
-987.8 k

SEC (XBRL)· 15 Apr 2026verified

Financing cash flow
2023
439.6 k
2024
1.4 m
2025
3.1 m

SEC (XBRL)· 15 Apr 2026verified

Computed indicators

Growth

Revenue growth (YoY)
unavailable
input data missing
Revenue CAGR 3Y
unavailable
input data missing
Revenue CAGR 5Y
unavailable
input data missing
EBIT growth (YoY)
unavailable
the base of the ratio is not positive
Net income growth (YoY)
unavailable
the base of the ratio is not positive
Net income CAGR 3Y
unavailable
input data missing
Net income CAGR 5Y
unavailable
input data missing
EPS growth (YoY)
unavailable
input data missing
EPS CAGR 3Y
unavailable
input data missing
EPS CAGR 5Y
unavailable
input data missing
FCF growth (YoY)
unavailable
the base of the ratio is not positive

Profitability

Gross margin
unavailable
input data missing
EBITDA margin
unavailable
input data missing
EBIT margin
unavailable
input data missing
Net margin
unavailable
input data missing
FCF margin
unavailable
input data missing

Returns

ROE
unavailable
equity is negative: the ratio is not economically meaningful (not by itself insolvency; usually the result of buybacks)
ROA
-562.4%
computed by olivLawTTM to 30 Jun 2026 · balance sheet at 30 Jun 2026
ROIC
unavailable
equity is negative: buybacks shrink the invested capital and ROIC would come out large without meaning anything
ROCE
unavailable
insufficient data
Payout ratio (EPS)
unavailable
input data missing
Payout ratio (FCF)
unavailable
input data missing

Balance sheet

Net debt
unavailable
input data missing
Net debt / EBITDA
unavailable
input data missing
Debt / equity
unavailable
input data missing
Interest coverage
-16.4x
computed by olivLawTTM to 30 Jun 2026

Liquidity

Current ratio
0.0x
computed by olivLawbalance sheet at 30 Jun 2026
Quick ratio
unavailable
input data missing
Cash ratio
0.0x
computed by olivLawbalance sheet at 30 Jun 2026

Cash

Operating cash flow
-3.5 m USD
computed by olivLawTTM to 30 Jun 2026
Capital expenditure
384.6 k USD
computed by olivLawTTM to 30 Jun 2026
Free cash flow
-3.8 m USD
computed by olivLawTTM to 30 Jun 2026
FCF conversion
unavailable
insufficient data
Cash conversion
unavailable
input data missing

Efficiency

Days sales outstanding
unavailable
input data missing
Days inventory outstanding
unavailable
input data missing
Days payables outstanding
unavailable
input data missing
Cash conversion cycle
unavailable
input data missing

Market and valuation

Market capitalisation
unavailable
input data missing
Enterprise value
unavailable
input data missing
Market cap / net income TTM
unavailable
input data missing
P/E (TTM)
unavailable
input data missing
Earnings yield
unavailable
input data missing
P/B
unavailable
input data missing
P/S
unavailable
input data missing
EV/EBITDA
unavailable
input data missing
EV/EBIT
unavailable
input data missing
EV/Sales
unavailable
input data missing
P/FCF
unavailable
input data missing
FCF yield
unavailable
input data missing
Dividend yield
unavailable
no dividend in the structured statements; a missing line is not a confirmed zero
Shareholder yield (distributions)
unavailable
input data missing

Risk

Altman Z
unavailable
input data missing

Valuation

olivLaw classification

Insufficient data
What is missing
  • indicators available: 2 of at least 6
  • score weight coverage: 10.4% of at least 60%
  • valuation methods computed: 0 of at least 1

A scoring methodology on indicators and valuation, not investment advice.

Closing price

0.58 USD

04 Nov 2026Source: olivLaw, closing series

Market cap: unavailable

Key indicators

Market capitalisation
unavailable
input data missing
P/E (TTM)
unavailable
input data missing
P/B
unavailable
input data missing
EV/EBITDA
unavailable
input data missing
ROE
unavailable
equity is negative: the ratio is not economically meaningful (not by itself insolvency; usually the result of buybacks)
Net margin
unavailable
input data missing
Revenue growth (YoY)
unavailable
input data missing
Dividend yield
unavailable
no dividend in the structured statements; a missing line is not a confirmed zero

Coverage and freshness

20/37 reporting lines present
Latest full fiscal year: 2025
Latest reported period: 30 Jun 2026
Latest balance sheet date: 30 Jun 2026
Source: SEC (XBRL)published 14 Aug 2026
verified 190derived 16

Score by group

10% · Insufficient data

Estimated value range

unavailable — no valuation method could be computed

Valuation assumptions are editorial choices, not measured; beta is not measured.

Valuation methods

  • DCF (discounted cash flow)unavailable · input data missing
  • Peers: EV/EBITDAunavailable · net debt missing: EV cannot be bridged to equity (missing debt is not zero)
  • Peers: P/Eunavailable · input data missing
  • Dividend discount (DDM)unavailable · the company pays no dividend: a dividend model needs an explicit initiation assumption

no valuation method could be computed

Multiple comparisons use the SIC vertical: Misc Industrial & Commercial Machinery & Equipment (SIC 3590)

Classification (SIC) comparables group by industry code, not by economic activity; the direct group is an editorial selection by activity. Members' multiples are on their own trailing twelve months, at their own latest close.

Assumptions (illustrative, editorial)

Risk-free rate
4.3%
Equity risk premium
5.0%
Beta (default)
1.00
Cost of equity
9.3%
Terminal growth
2.5%

Factor scorecard

Insufficient data

Minimum-evidence gate: indicators available: 2 of at least 6; score weight coverage: 10.4% of at least 60%; valuation methods computed: 0 of at least 1

FactorValueScoreWeight used
ROIC · Qualityunavailableunavailable—
Net margin · Qualityunavailableunavailable—
FCF conversion · Qualityunavailableunavailable—
Revenue CAGR 3Y · Growthunavailableunavailable—
EPS CAGR 3Y · Growthunavailableunavailable—
Net debt / EBITDA · Balance sheetunavailableunavailable—
Interest coverage · Balance sheet-16.4x0 (on a fixed band)60%
Current ratio · Balance sheet0.0x0 (on a fixed band)40%
P/E (TTM) · Valuationunavailableunavailable—
EV/EBITDA · Valuationunavailableunavailable—
FCF yield · Valuationunavailableunavailable—
Shareholder yield (distributions) · Returnsunavailableunavailable—
Payout ratio (FCF) · Returnsunavailableunavailable—

Factors without a value were dropped; the remaining weights were renormalised.

Score groups

  • Balance sheet0/100 · 2/3 factors with a value
  • Growth· partialunavailable · 0/2 factors with a value
  • Quality· partialunavailable · 0/3 factors with a value
  • Returns· partialunavailable · 0/2 factors with a value
  • Valuation· partialunavailable · 0/3 factors with a value

A «partial» group is computed from under half of its weight or from one factor: it is not a full assessment of the group.

Memo

RAIN ENHANCEMENT TECHNOLOGIES HOLDCO, INC. (RAIN). Latest full fiscal year: 2025; data up to 2026-06-30.

Financial indicators are unavailable.

Valuation cannot be computed from the available data.

Insufficient data for a verdict (indicators available: 2 of at least 6; score weight coverage: 10.4% of at least 60%; valuation methods computed: 0 of at least 1).

Text generated deterministically from the figures shown; no language model. Not investment advice.

What supports the thesis

No signal among the computed factors. That is not an absence of risk: factors without data were not assessed, and business risks (margins, inventory, demand) are in the source-based analysis.

What contradicts it

  • Interest coverage: -16.4x
  • Current ratio: 0.0x

Not assessed (insufficient data or a ratio without meaning): ROIC, Net margin, FCF conversion, Revenue CAGR 3Y, EPS CAGR 3Y, Net debt / EBITDA, P/E (TTM), EV/EBITDA, FCF yield, Shareholder yield (distributions), Payout ratio (FCF).

Versus the vertical median

Misc Industrial & Commercial Machinery & Equipment (SIC 3590) · same industry (4-digit SIC) · compared with 10 companies

Multiples and returns vs the median

P/E
—
vertical median 29.4x
EV/EBITDA
—
vertical median —
P/S
—
vertical median 4.4x
P/B
—
vertical median 5.4x
ROE
—
vertical median -15.4%
Net margin
—
vertical median -63.2%
EBIT margin
—
vertical median -95.1%
Revenue YoY
—
vertical median 6.4%
Net debt/EBITDA
—
vertical median 0.6x
Dividend yield
—
vertical median 0.3%

Price rebased to 100 (monthly, 5 years)

Companies in the vertical

Market capP/EROENet marginRevenue YoY1A / 3A
ETNEATON CORPORATION plc137.2 bn35.319.6%12.2%+10.3%+2% / +55%
CWCurtiss-Wright Corporation16.7 bn31.119.7%14.8%+12.1%−20% / +111%
EPACEnerpac Tool Group Corp.2.2 bn24.520.2%13.8%+5.7%+11% / +55%
ZOOZZOOZ Strategy Ltd.972.0 m—-88.3%-22,505.7%−76.3%−49% / unavailable
VHUBVenhub Global, Inc.21.4 m——-11,799.2%unavailableunavailable / unavailable
LIQTLiqtech International, Inc.10.4 m—-48.9%-63.2%+13.0%−83% / −91%
SMXSMX (Security Matters) Public Limited Company2.1 m—-2,287.2%—unavailable−100% / −100%
HTOOFusion Fuel Green PLC——-204.5%-855.5%−61.3%−53% / −97%
MOG-AMOOG Inc.—27.718.2%8.7%+7.0%+42% / +133%
SHMDSCHMID Group N.V.———-138.3%−32.6%−47% / unavailable
RAINRain Enhancement Technologies Holdco, Inc.————unavailable−89% / unavailable

1- and 3-year price returns: for RAIN from daily closes (the same as the performance table), for the other companies from month-end closes.

olivLaw engine forecast

The world engine ran after the company's latest material disclosure. Probabilities are of TOUCHING a level within the horizon (not closing there) and sit next to the random walk (p_rw), the no-information benchmark.

The engine has no published run for this company yet.

Valuation scenarios (editable assumptions)

Illustrative scenarios

Scenarios are not available. input data missing

AI analysis

AI-generatedAI-generated analysis (Claude) from cited public sources; it may contain errors. Not investment advice. As of 27 Oct 2026 · Model: claude-haiku-5-5.

In brief

Rain Enhancement Technologies Holdco develops AEI (atmospheric ionization) technology to support artificial rain and snow, aiming to make access to water more predictable for communities and farms. The company is still at an early stage, with limited revenue, debt owed to an affiliate and a going-concern warning, which makes future financing a key factor. For now activity is concentrated on pilot projects, and with only about $214,000 in cash at the end of 2025, any delay in funding could affect expansion plans.

SWOT

Strengths

  • The WETA platform combines software, meteorology, hardware and operations in one proprietary system, which can support quality control and scaling.
  • The one-to-many model and land and expand strategy could allow revenue growth from existing clients after initial installations.
  • Systems can be produced and stored in advance, which could speed up response to pilot and commercial opportunities.

Weaknesses

  • The company has a limited operating history and revenue that is still not significant, which makes financial forecasting difficult.
  • There is significant doubt about going-concern status, and available cash is very low relative to operating needs.
  • The company has identified material weaknesses in internal control over financial reporting, related to accounting for financed insurance premiums.

Opportunities

  • Planned expanded pilot programs in the US and Australia could validate the technology's performance and attract new clients.
  • Government and farm interest in water security could open long-term contracts.
  • Extending into other water generation technologies through licensing or partnerships could diversify revenue sources.

Threats

  • If financing is not obtained in time, the company could have to reduce or halt development and installation activities.
  • Reliance on a loan from an affiliate of a key investor could limit financial flexibility.
  • Preliminary results may not be confirmed by later studies, which could reduce client interest.

Risks

  • Going-concern uncertaintyhigh

    The company has warned that substantial doubt exists about its ability to continue as a going concern, given low cash and a working capital deficit. If it does not obtain additional financing, it could be required to delay or discontinue operations.

  • Dependence on affiliate financinghigh

    A loan from an affiliate of a key investor has been extended and largely drawn, and repayment is tied to possible future capital raises. This creates dependence on that related-party relationship.

  • Internal control weaknessesmedium

    The company reported an accounting error that led to restatement of previously issued quarterly financial statements and identified a material weakness. Remediation may not be sufficient, which could affect investor confidence.

  • Nasdaq listing issuesmedium

    The company received market value compliance notices, and continued listing depended on transferring to a market with different requirements. If requirements are not met, trading could be suspended.

  • Scaling the technologylow

    Moving from pilot projects to large-scale commercial operations could encounter unforeseen technical and service problems. If systems prove unreliable, demand could be affected.

Investment thesis

What would need to be true (bull case)

  • If field validation confirms the WETA systems' performance and estimated costs, the company could convert pilot projects into long-term contracts with government and agricultural clients.
  • A unit cost regarded as competitive and a model that allows expanding relationships with existing clients could support growth over time.
  • If interest in water security grows, the company could benefit from additional demand and access to financing on better terms.

What would break the thesis

  • If financing is not obtained, the company could lack enough cash to sustain operations and its expansion plans.
  • Dependence on a loan from an affiliate could limit strategic options and introduce conflicts of interest.
  • If preliminary results are not confirmed or internal control weaknesses are not remediated, investor and client confidence could decline.

What to watch

  • Obtaining new financing and its terms, including any possible capital raise2026
  • Results of the expanded pilot programs in the US and Australia2026
  • Remediation of the material weakness in internal control, as confirmed in the next reportnext 10-K
  • Compliance with Nasdaq listing requirements and any new notices2027

Products, market & competition

AI-generatedAI-generated analysis (Claude) from cited public sources; it may contain errors. Not investment advice. As of 27 Oct 2026 · Model: claude-haiku-5-5.

The business

The company was founded to provide reliable access to water and develops, manufactures and commercializes AEI technology through its proprietary WETA (Weather Enhancement Technology Array) platform, which combines software, meteorology, hardware and operations. Its business model is a community-centric one-to-many model, in which clients such as farms, resorts, energy and transport companies, insurers and governments can be connected through a land and expand sales strategy. According to the 2025 annual report, the company has not yet generated significant revenue and is investing in research, production and system installation.

Segments

WETA rain and snow systems

The main segment consists of WETA systems installed to enhance rain and snow under suitable atmospheric conditions. Installation and manufacturing cost is estimated at about $280,000 per system, and the all-in cost at about $425,000, including labor and a meteorologist 1. The company expects to be the sole operator of its rain and snowfall generation services 1.

Fog research and adjacent applications

A second area covers fog dispersal pilot programs, based on preliminary observations in Australia, and the evaluation of other atmospheric water applications. These activities remain at the research and development stage and, according to the company, are not expected to generate material revenue until validation and commercialization 1.

Market context

The target market includes large landowners in agriculture, resorts, energy and transport companies, insurers and reinsurers, decarbonization initiatives of major companies and governments at all levels. The company estimates water could be produced at about $0.10 per cubic meter, less than other alternative technologies 1. However, market estimates and growth forecasts are, according to the company, uncertain and there is no guarantee that any particular number of clients will buy its products.

Market adoption depends on performance verified in real projects, and the company's plan rests on a client pipeline that is still largely preliminary. The first two US systems entered operation in November 2025 in the La Sal Range of Utah, where snowfall and snow water equivalent are being monitored 1.

Trends

  • Growing interest in water managementtailwind

    Concern about water resources and supply resilience could open demand from governments and farms for additional solutions. The company cites this context in its strategy, but acceptance of the technology is not assured.

  • Scientific validation of effectsheadwind

    Field results are described by the company as preliminary, and assessments of effects on precipitation and snowpack are ongoing. If results do not confirm the benefits, demand could decline.

  • Regulation and local permitsheadwind

    Operations across several jurisdictions require compliance with rules on the sale, installation and operation of systems. Requirements can vary and may slow pilot or commercial projects.

  • Funding of early-stage companiesmixed

    Demand for capital to fund expansion can be favorable if investors are receptive, but it can also dilute existing shareholders or impose restrictive terms. The effect depends on future funding conditions.

Competitive position

Competition includes other water generation and precipitation modification technologies, as well as alternative water supply solutions. The company argues its technology has a lower unit cost, but over time competition could increase and affect its growth.

Competitive advantage depends on demonstrating WETA system performance and precisely measuring water benefit with its own automation, rain gauges and weather stations. If other companies develop comparable technologies, its relative position could be affected.

  • Rain and snowfall generation technology providers

    Companies developing or operating precipitation enhancement systems that compete for the same government and agricultural clients.

  • Alternative water supply technologies

    Desalination, recycling and other water supply solutions that clients can compare with AEI technology.

  • Weather measurement system suppliers

    Makers of rain gauges and weather stations that could compete on measuring water benefit.

  • Water and agricultural infrastructure companies

    Firms offering integrated water management solutions that could become competitors or partners.

News & filings

In the press

No news in our archive over the last 180 days.

SEC filings

Sources

  1. [1] Form 10-K, fiscal year ended 2025-12-31 · SEC / Rain Enhancement Technologies Holdco, Inc. · 15 Apr 2026
  2. [2] Form 10-Q, quarter ended 2026-06-30 · SEC / Rain Enhancement Technologies Holdco, Inc. · 14 Aug 2026

Figures computed by olivLaw from SEC filings and closing prices; the qualitative analysis is AI-generated from cited sources. Not investment advice.