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olivLaw · US equity research

Serve Robotics Inc. SERV

General Industrial Machinery & Equipment, NEC · SIC 3569 · Vertical: General Industrial Machinery & Equipment, NEC (SIC 3569)

2.60USD−8.45% · 1 dayClose 30 Oct 2026

Serve Robotics develops and operates autonomous delivery robots on sidewalks and, since 2026, hospital robots after its Diligent Robotics acquisition. The company is at an early growth stage with still modest revenue, but it sits at the centre of the debate on automating last-mile logistics.

At the close of 30 Oct 2026, Serve Robotics Inc. (SERV) stock was 2.60 USD (−8.45% on the day), with market capitalisation 225.4 m USD, beta 3.09, 52-week range 2.60–15.41 USD. Latest reported quarter (Q2 2026): revenue of 3.2 m USD (+404.4% YoY), net income of -64.1 m USD, diluted EPS -0.80 USD.

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

Market cap
225.4 m USD
shares as of 04 Aug 2026
P/E (TTM)
unavailable
Diluted EPS TTM -2.46 · TTM to 30 Jun 2026
E/P (TTM)
-94.45%
TTM to 30 Jun 2026
Dividend yield
unavailable
Beta (2y)
3.09
Volatility (1y) 80%
52-week range
2.6015.41

Price history

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Technical reading

RSI (14)
27.2
oversold (≤ 30)
Bollinger (20, 2)
2.04 – 4.93
in the lower half of the band · %B 0.19 · band width 83.0%
SMA 50 / 200
4.18 / 7.31
downtrend (price < SMA50 < SMA200)
MACD (12, 26, 9)
-0.46 / -0.43
MACD below 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−44.1%−0.9%−43.2 pp—
3 months−45.6%+1.2%−46.8 pp—
6 months−72.3%+4.8%−77.2 pp—
Year to date−75.0%+10.7%−85.7 pp—
1 year−80.0%+11.1%−91.2 pp−25.2%
3 yearsunavailable+80.7%unavailable+29.4%
5 yearsunavailable+64.6%unavailable—
Max drawdown (1y)
−83.1%
08 Jan 2026 → 30 Oct 2026
Max drawdown (5y)
−92.4%
08 Mar 2024 → 26 Jun 2024
Compound annual growth (5y)
unavailable
S&P 500 +10.5%

Price returns, dividends excluded.

Quarterly results

Latest quarter: Q2 2026 · 30 Jun 2026

Revenue
3.2 m USD
+404.4% YoY
Net income
-64.1 m USD
unavailable YoY
Diluted EPS
-0.80
unavailable YoY
net / operating
-1,980.5% / -2,040.3%

Quarterly margins

Quarterly statements · USD

Fiscal yearQ3 '24Q4 '24Q1 '25Q2 '25Q3 '25Q4 '25Q1 '26Q2 '26
Revenue222.0 k176.0 k440.0 k642.0 k687.0 k882.0 k3.0 m3.2 m
Cost of revenue378.0 k832.0 k1.9 m3.5 m5.1 m7.6 m12.0 m12.0 m
Gross profit-156.0 k-656.0 k-1.5 m-2.9 m-4.4 m-6.7 m-9.0 m-8.8 m
Research & development5.0 m6.8 m6.9 m9.1 m13.4 m15.9 m19.0 m20.3 m
Operating income-8.4 m-13.6 m-15.0 m-22.6 m-34.8 m-40.3 m-51.8 m-66.1 m
Depreciation & amortisation9.0 k ≈273.0 k475.0 k817.0 k ≈2.1 m ≈4.8 m6.3 m—
Interest expense34.0 k33.0 k3.0 k00000
Pre-tax income——-13.2 m-20.9 m——-49.7 m-64.2 m
Income tax00000-3.7 m-648.0 k-36.2 k
Net income-8.0 m-13.1 m-13.2 m-20.9 m-33.0 m-34.3 m-49.0 m-64.1 m
Diluted EPS-0.20-0.28 ≈-0.23-0.36-0.54-0.47 ≈-0.65-0.80
Operating cash flow-5.5 m ≈-6.3 m-9.5 m-16.0 m ≈-25.2 m ≈-29.6 m-41.4 m-43.3 m ≈
Capex4.6 m ≈4.9 m3.5 m6.0 m ≈11.3 m ≈16.5 m1.4 m973.0 k ≈

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

E/P over time

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 year202120222023⚠ 20242025
Revenueunavailable107.8 k207.5 k1.8 m2.7 m
Revenue YoYunavailableunavailable+92.5%—+46.2%
Net income-54.6 k-21.9 m-24.8 m-39.2 m-101.4 m
Net income YoYunavailableunavailableunavailable—unavailable
Diluted EPS-0.01-3.17-1.75-1.07-1.63
Diluted EPS YoYunavailableunavailableunavailable—unavailable
net %unavailable-20,270.2%-11,955.8%-2,161.7%-3,823.5%
Free cash flowunavailable-25.0 m-16.0 m-31.8 m-117.6 m

The series breaks before 2024: earlier years come from the original reports of the issuer of that time, later years from a subsequent filing that restated the perimeter (a separation, discontinued operations). The year-on-year change across the break is not shown.

Reported results vs expectations

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Balance sheet & financial health

Fiscal year 2025 · 31 Dec 2025

Cash
106.2 m USD
Financial debt
unavailable USD
Net debt
unavailable USD
Equity
350.7 m USD
Total assets
367.8 m USD
Debt / equity
unavailable
Current ratio
18.13x
ROE
-42.0%
ROA
-40.0%
FCF margin
-4,435.1%

Financial statements (source on every figure)

Revenue and net income (USD)

Margins

Income statement · USD

Revenue
2023
207.5 k
2024
1.8 m
2025
2.7 m

SEC (XBRL)· 12 Mar 2026verified

Cost of revenue
2023
1.7 m
2024
1.9 m
2025
18.0 m

SEC (XBRL)· 12 Mar 2026verified

Gross profit
2023
-1.5 m
2024
-75.0 k
2025
-15.4 m

SEC (XBRL)· 12 Mar 2026verified

Research & development
2023
9.9 m
2024
24.3 m
2025
45.3 m

SEC (XBRL)· 12 Mar 2026verified

Operating income
2023
-20.7 m
2024
-38.3 m
2025
-112.8 m

SEC (XBRL)· 12 Mar 2026verified

Depreciation & amortisation
2023
—
2024
310.0 k
2025
8.2 m

SEC (XBRL)· 12 Mar 2026verified

EBITDA
2023
—
2024
-38.0 m ≈
2025
-104.6 m ≈

SEC (XBRL)· 12 Mar 2026derived

Interest expense
2023
2.3 m
2024
2.0 m
2025
3.0 k

SEC (XBRL)· 12 Mar 2026verified

Pre-tax income
2023
—
2024
-39.2 m
2025
-105.0 m

SEC (XBRL)· 12 Mar 2026verified

Income tax
2023
0
2024
0
2025
-3.7 m

SEC (XBRL)· 12 Mar 2026verified

Net income
2023
-24.8 m
2024
-39.2 m
2025
-101.4 m

SEC (XBRL)· 12 Mar 2026verified

Diluted EPS
2023
-1.75
2024
-1.07
2025
-1.63

SEC (XBRL)· 12 Mar 2026verified

Weighted average diluted shares
2023
14.2 m
2024
36.7 m
2025
62.3 m

SEC (XBRL)· 12 Mar 2026verified

Balance sheet · USD

Cash
2023
6.8 k
2024
123.3 m
2025
106.2 m

SEC (XBRL)· 12 Mar 2026verified

Receivables
2023
3.0 k
2024
87.0 k
2025
851.0 k

SEC (XBRL)· 12 Mar 2026verified

Inventories
2023
774.3 k
2024
310.0 k
2025
0

SEC (XBRL)· 12 Mar 2026verified

Current assets
2023
1.5 m
2024
125.3 m
2025
241.1 m

SEC (XBRL)· 12 Mar 2026verified

Property, plant & equipment, net
2023
48.4 k
2024
12.0 m
2025
47.0 m

SEC (XBRL)· 12 Mar 2026verified

Goodwill
2023
—
2024
0
2025
15.5 m

SEC (XBRL)· 12 Mar 2026verified

Intangibles (excl. goodwill)
2023
—
2024
0
2025
31.3 m

SEC (XBRL)· 12 Mar 2026verified

Total assets
2023
2.8 m
2024
139.6 m
2025
367.8 m

SEC (XBRL)· 12 Mar 2026verified

Accounts payable
2023
2.1 m
2024
4.9 m
2025
5.0 m

SEC (XBRL)· 12 Mar 2026verified

Current liabilities
2023
6.2 m
2024
6.8 m
2025
13.3 m

SEC (XBRL)· 12 Mar 2026verified

Total liabilities
2023
6.8 m
2024
7.9 m
2025
17.0 m

SEC (XBRL)· 12 Mar 2026verified

Equity
2023
-4.0 m †
2024
131.7 m †
2025
350.7 m †

SEC (XBRL)· 12 Mar 2026verified

Cash flow · USD

Operating cash flow
2023
-16.0 m
2024
-21.5 m
2025
-80.2 m

SEC (XBRL)· 12 Mar 2026verified

Capex
2023
4.9 k
2024
10.3 m
2025
37.3 m

SEC (XBRL)· 12 Mar 2026verified

Free cash flow
2023
-16.0 m ≈
2024
-31.8 m ≈
2025
-117.6 m ≈

SEC (XBRL)· 12 Mar 2026derived

Investing cash flow
2023
-4.9 k
2024
-10.3 m
2025
-198.0 m

SEC (XBRL)· 12 Mar 2026verified

Financing cash flow
2023
13.3 m
2024
155.1 m
2025
261.2 m

SEC (XBRL)· 12 Mar 2026verified

Computed indicators

Growth

Revenue growth (YoY)
46.2%
computed by olivLawFY 2025
Revenue CAGR 3Y
190.8%
computed by olivLawFY 2022 → FY 2025
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
the base of the ratio is not positive
Net income CAGR 5Y
unavailable
input data missing
EPS growth (YoY)
unavailable
the base of the ratio is not positive
EPS CAGR 3Y
unavailable
the base of the ratio is not positive
EPS CAGR 5Y
unavailable
input data missing
FCF growth (YoY)
unavailable
the base of the ratio is not positive

Profitability

Gross margin
-370.1%
computed by olivLawTTM to 30 Jun 2026
EBITDA margin
-2,297.1%
computed by olivLawTTM to 30 Jun 2026
EBIT margin
-2,476.8%
computed by olivLawTTM to 30 Jun 2026
Net margin
-2,315.8%
computed by olivLawTTM to 30 Jun 2026
FCF margin
-2,179.5%
computed by olivLawTTM to 30 Jun 2026

Returns

ROE
-64.6%
computed by olivLawTTM to 30 Jun 2026 · balance sheet at 30 Jun 2026
ROA
-60.9%
computed by olivLawTTM to 30 Jun 2026 · balance sheet at 30 Jun 2026
ROIC
unavailable
input data missing
ROCE
-53.7%
computed by olivLawTTM to 30 Jun 2026 · balance sheet at 30 Jun 2026
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
unavailable
insufficient data

Liquidity

Current ratio
12.8x
computed by olivLawbalance sheet at 30 Jun 2026
Quick ratio
unavailable
input data missing
Cash ratio
4.1x
computed by olivLawbalance sheet at 30 Jun 2026

Cash

Operating cash flow
-139.6 m USD
computed by olivLawTTM to 30 Jun 2026
Capital expenditure
30.3 m USD
computed by olivLawTTM to 30 Jun 2026
Free cash flow
-169.8 m USD
computed by olivLawTTM to 30 Jun 2026
FCF conversion
unavailable
insufficient data
Cash conversion
unavailable
insufficient data

Efficiency

Days sales outstanding
83 days
computed by olivLawTTM to 30 Jun 2026 · balance sheet at 30 Jun 2026
Days inventory outstanding
unavailable
input data missing
Days payables outstanding
40 days
computed by olivLawTTM to 30 Jun 2026 · balance sheet at 30 Jun 2026
Cash conversion cycle
unavailable
input data missing

Market and valuation

Market capitalisation
225.4 m USD
computed by olivLawbalance sheet at 30 Jun 2026
Enterprise value
unavailable
input data missing
Market cap / net income TTM
unavailable
insufficient data
P/E (TTM)
unavailable
insufficient data
Earnings yield
-94.4%
computed by olivLawTTM to 30 Jun 2026
P/B
0.6x
computed by olivLawbalance sheet at 30 Jun 2026
P/S
28.9x
computed by olivLawTTM to 30 Jun 2026 · balance sheet at 30 Jun 2026
EV/EBITDA
unavailable
input data missing
EV/EBIT
unavailable
input data missing
EV/Sales
unavailable
input data missing
P/FCF
unavailable
the base of the ratio is not positive
FCF yield
-75.3%
computed by olivLawTTM to 30 Jun 2026 · balance sheet at 30 Jun 2026
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
2.91
computed by olivLawbalance sheet at 30 Jun 2026

Valuation

olivLaw classification

Insufficient data
What is missing
  • indicators available: 4 of at least 6
  • score weight coverage: 27.1% of at least 60%
  • valuation methods computed: 0 of at least 1

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

Closing price

2.60 USD

30 Oct 2026Source: olivLaw, closing series

Market cap: 225.4 m USD

Key indicators

Market capitalisation
225.4 m USD
computed by olivLawbalance sheet at 30 Jun 2026
P/E (TTM)
unavailable
insufficient data
P/B
0.6x
computed by olivLawbalance sheet at 30 Jun 2026
EV/EBITDA
unavailable
input data missing
ROE
-64.6%
computed by olivLawTTM to 30 Jun 2026 · balance sheet at 30 Jun 2026
Net margin
-2,315.8%
computed by olivLawTTM to 30 Jun 2026
Revenue growth (YoY)
46.2%
computed by olivLawFY 2025
Dividend yield
unavailable
no dividend in the structured statements; a missing line is not a confirmed zero

Coverage and freshness

30/37 reporting lines present
Latest full fiscal year: 2025
Latest reported period: 30 Jun 2026
Latest balance sheet date: 30 Jun 2026
Share count (cover of the latest filing), as of: 04 Aug 2026
Source: SEC (XBRL)published 06 Aug 2026
verified 672derived 53

Score by group

27% · 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 · net debt missing: EV cannot be bridged to equity (missing debt is not zero)
  • Peers: EV/EBITDAunavailable · net debt missing: EV cannot be bridged to equity (missing debt is not zero)
  • Peers: P/Eunavailable · the base of the ratio is not positive
  • 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: General Industrial Machinery & Equipment, NEC (SIC 3569)

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: 4 of at least 6; score weight coverage: 27.1% of at least 60%; valuation methods computed: 0 of at least 1

FactorValueScoreWeight used
ROIC · Qualityunavailableunavailable—
Net margin · Quality-2,315.8%0 (vs peers)23%
FCF conversion · Qualityunavailableunavailable—
Revenue CAGR 3Y · Growth190.8%100 (on a fixed band)31%
EPS CAGR 3Y · Growthunavailableunavailable—
Net debt / EBITDA · Balance sheetunavailableunavailable—
Interest coverage · Balance sheetunavailableunavailable—
Current ratio · Balance sheet12.8x100 (on a fixed band)15%
P/E (TTM) · Valuationunavailableunavailable—
EV/EBITDA · Valuationunavailableunavailable—
FCF yield · Valuation-75.3%0 (on a fixed band)31%
Shareholder yield (distributions) · Returnsunavailableunavailable—
Payout ratio (FCF) · Returnsunavailableunavailable—

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

Score groups

  • Balance sheet· partial100/100 · 1/3 factors with a value
  • Growth· partial100/100 · 1/2 factors with a value
  • Quality· partial0/100 · 1/3 factors with a value
  • Returns· partialunavailable · 0/2 factors with a value
  • Valuation· partial0/100 · 1/3 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

Serve Robotics Inc. (SERV). Latest full fiscal year: 2025; data up to 2026-06-30.

Figures computed from the financial statements: revenue 2.7 m USD in 2025; YoY growth 46.2%; net margin -2,315.8%; ROE -64.6%.

Valuation cannot be computed from the available data.

Insufficient data for a verdict (indicators available: 4 of at least 6; score weight coverage: 27.1% 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

  • Revenue CAGR 3Y: 190.8%
  • Current ratio: 12.8x

What contradicts it

  • Net margin: -2,315.8%
  • FCF yield: -75.3%

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

Versus the vertical median

General Industrial Machinery & Equipment, NEC (SIC 3569) · same industry (4-digit SIC) · compared with 14 companies

Multiples and returns vs the median

P/E
—
vertical median 32.4x
EV/EBITDA
—
vertical median 42.3x
P/S
28.9x
vertical median 4.6x
above median (+526.6%)
P/B
0.6x
vertical median 2.5x
below median (−73.9%)
ROE
-64.6%
vertical median 1.8%
below median (−3,715.4%)
Net margin
-2,315.8%
vertical median -0.4%
below median
EBIT margin
-2,476.8%
vertical median 0.2%
below median (−1,391,832.5%)
Revenue YoY
46.2%
vertical median 22.3%
above median (+107.1%)
Net debt/EBITDA
—
vertical median 0.5x
Dividend yield
—
vertical median 0.9%

Price rebased to 100 (monthly, 5 years)

Companies in the vertical

Market capP/EROENet marginRevenue YoY1A / 3A
SYMSymbotic Inc.22.9 bn789.31.8%0.3%+25.7%−53% / +11%
NDSNNordson Corporation18.0 bn32.617.8%18.6%+3.8%+39% / +52%
RRXRegal Rexnord Corp10.5 bn32.44.8%5.4%−1.6%+12% / +33%
ESABESAB Corporation4.3 bn25.07.5%5.7%+3.7%−40% / +10%
OUSTOuster, Inc.2.1 bn—-18.0%-26.0%+52.5%−11% / +679%
CHRNChronoscale Holdings Corporation2.1 bn—-42.0%-70.3%+459.4%+167% / −12%
HSAIHesai Group1.9 bn28.36.9%14.4%+52.1%−49% / +26%
HLPHongli Group Inc.298.2 m135.33.5%9.9%+39.0%+165% / +89%
AZA2z Cust2mate Solutions Corp.269.0 m—-82.1%-477.6%+47.0%−17% / +60%
SERVServe Robotics Inc.225.4 m—-64.6%-2,315.8%+46.2%−80% / unavailable
TAYDTaylor Devices, Inc.180.2 m26.49.9%17.5%−10.0%+22% / +153%
RRRichtech Robotics Inc.20.1 m—-16.2%-700.1%+19.0%−80% / unavailable
KITTNauticus Robotics, Inc.10.7 m——-1,132.2%+191.8%−98% / −100%
INLFInlif Limited1.2 m—-41.3%-29.6%+16.5%−100% / unavailable
ATSATS Corp——-1.7%-1.1%−16.5%−33% / −45%

1- and 3-year price returns: for SERV 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

Illustrative: not forecasts and without probabilities. Each case is one coherent set of assumptions, computed on today's figures.

Bear
Allowed range: -50 … 50%
Allowed range: -100 … 100%
Allowed range: 0 … 100
Allowed range: -10 … 20%
Allowed range: 0 … 100%
Base
Allowed range: -50 … 50%
Allowed range: -100 … 100%
Allowed range: 0 … 100
Allowed range: -10 … 20%
Allowed range: 0 … 100%
Bull
Allowed range: -50 … 50%
Allowed range: -100 … 100%
Allowed range: 0 … 100
Allowed range: -10 … 20%
Allowed range: 0 … 100%
Nothing is saved.

Estimated price (USD)

Estimated priceBearBaseBull
1 years
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
3 years
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
5 years
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
What moves the 3-year price the most

    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

    Serve Robotics develops and operates autonomous delivery robots on sidewalks and, since 2026, hospital robots after its Diligent Robotics acquisition. The company is at an early growth stage with still modest revenue, but it sits at the centre of the debate on automating last-mile logistics 13.

    SWOT

    Strengths

    • The company operates one of the largest commercial sidewalk robot fleets in the United States and has integrations with several delivery platforms 3. It has its own autonomy architecture and operational experience built over time 1.
    • Expansion into hospitals through the Diligent acquisition diversifies revenue sources beyond food delivery 12. The company raised capital through share issues during the period analysed 1.
    • The Gen3 hardware cost is substantially lower than the previous generation, supporting long-term unit economics 3.

    Weaknesses

    • The company is at an early stage, with modest revenue relative to large net losses and a history of losses 1. The accumulated losses show a continuing need for funding 12.
    • Revenue is concentrated in a few large customers, which raises exposure to the loss of a partner 12.
    • Dependence on single-source suppliers for complex components and on contract manufacturers could slow production or raise costs 1.

    Opportunities

    • If Diligent and Moxi expand to more hospitals, recurring revenue could become more predictable 12. New partnerships with delivery platforms and restaurants could extend geographic reach 3.
    • Advertising on robots and monetization of fleet data could add revenue with higher margins 13.
    • If regulation allows rapid expansion into new cities, the micro-depot model could reduce the cost of entering new neighbourhoods 3.

    Threats

    • Local rules on the number or autonomy of robots could limit activity in some cities 1.
    • A fall in consumers' discretionary spending could reduce orders through partner platforms 12.
    • Competitors with greater resources could erode market share or increase price pressure 1.

    Risks

    • Net losses and need for capitalhigh

      The company has not been profitable and expects operating losses in the near term, which could make it necessary to raise capital on unfavourable terms 12.

    • Customer concentrationhigh

      A large share of revenue and receivables comes from a few customers, and losing one of them could significantly affect operations 12.

    • Regulation of delivery devicesmedium

      Regulatory changes on autonomy, size or number of robots could limit revenue and unit economics in some markets 1.

    • Supply chainmedium

      Shortages of semiconductors and reliance on single-source suppliers could delay production and raise costs 1.

    • Integration of acquisitionsmedium

      Integrating several acquisitions, including Diligent, could divert management attention and create unforeseen costs 1.

    Investment thesis

    What would need to be true (bull case)

    • If the fleet becomes a national delivery network with demand supported by large platforms, revenue could grow quickly from the current base 3.
    • Expansion into hospitals could bring steadier revenue that is less seasonal than food delivery 12.
    • Falling hardware costs and rising labour costs could improve robot economics over time 13.

    What would break the thesis

    • The company could keep posting large losses if revenue grows more slowly than research and operating spending 12.
    • Revenue concentration in a few customers could make results vulnerable to contract or strategy changes by partners 12.
    • Repeated need for capital could dilute existing shareholders if funding is not obtained on good terms 1.

    What to watch

    • Revenue and net loss for the quarter ending September 30, 2026Q3 2026
    • Delivery of the fiscal 2026 revenue guidance2026
    • Development of hospital contracts and the number of Moxi robots in operation2027
    • Regulatory changes on delivery robots in large citiesnext 10-K

    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

    Serve Robotics Inc. designs, develops, deploys and operates low-emission autonomous robots built on a proprietary AI-enabled platform 1. Food delivery remains the main commercial application, through integrations with platforms such as Uber Eats and DoorDash 1. After acquiring Diligent Robotics in January 2026, the company extended its platform to hospitals, where Moxi robots support clinical staff with logistics tasks 12.

    Revenue combines fleet services (delivery, branding advertising and data monetization) with software services, including licensing and engineering projects 1. The company intends to keep growing its fleet and partnerships, and to develop on-robot advertising and software 13.

    The strategy rests on a data flywheel: more operational data leads to better models, better robots and eventually more revenue and deployments 3. For 2026 management says it wants to optimize fleet utilization and revenue per robot 3.

    Segments

    Sidewalk last-mile delivery

    This is the main segment, with Gen3 robots offering higher top speed and longer range than the previous generation 13. Revenue is concentrated in a few large customers, so dependence on partner platforms is significant 12.

    Hospital robotics

    The Diligent acquisition brought Moxi robots that deliver medications, lab samples and equipment inside hospitals 13. The segment is at an early stage, and revenue depends on how hospitals manage to support and scale deployments 2.

    Advertising and software services

    The company develops advertising on robot exteriors, brand experiences, software licensing and monetization of fleet data 13. These streams are still early and are not broken out separately in the figures presented here 1.

    Market context

    The hospital and indoor logistics market is newer and depends on institutional budgets and staffing levels 2. Rising labour costs could accelerate automation adoption if hardware costs keep falling 1.

    Trends

    • Rising labour costsmixed

      Labour shortages and wage inflation make human delivery more expensive, which could support robot adoption 1. The same inflationary pressure can, however, reduce discretionary consumer spending and orders 1.

    • Regulation of personal delivery devicesmixed

      Pressure to reclassify couriers as employees and caps on restaurant commissions may favour robotisation 1. Yet rules on delivery devices, robot caps or autonomy limits could restrict expansion 12.

    • Falling hardware and network coststailwind

      The company expects cameras, processors, batteries and sensors to get cheaper and mobile networks to get faster, which would lower the cost of building and operating robots 13.

    • Variable demand for deliveriesheadwind

      Demand depends on economic cycles, weather and partner matching algorithms, which makes robot utilization hard to forecast 2. If discretionary consumer spending falls, revenue per robot could be affected 1.

    Competitive position

    Competition includes operators of teleoperated delivery robots and delivery platforms developing their own automated solutions 1. The company argues that Level 4 autonomy lowers cost versus remotely operated robots, because one remote supervisor can monitor several deliveries at once 1.

    Serve relies on integrations with major platforms and on fleet scale, but competitors may have more resources and greater market recognition 1. The documents do not explicitly name competitors with US tickers, so none are given a symbol.

    • Teleoperated delivery robot operators

      Cited in the risk factors as operators that rely on more intensive remote supervision than Serve 1.

    • Delivery platforms with in-house solutions

      Partner platforms that could develop or acquire their own automated delivery technology 1.

    • Companies with competing autonomy technology

      Firms developing sensors, autonomy and AI models for mobile robots that could compete for the same contracts 1.

    • Hospital automation providers

      Suppliers of logistics robots for medical institutions that compete with Moxi in the hospital segment 2.

    News & filings

    In the press

    The latest news item in our archive is from 13 Sept 2026; the newest SEC filing is from 05 Oct 2026. The press archive comes from the RSS feeds we follow and does not necessarily cover the latest event — the filings alongside do.

    SEC filings

    • Current report05 Oct 2026
      Results of operations · Regulation FD disclosure · Financial statements and exhibits
    • Current report17 Aug 2026
      Regulation FD disclosure · Other events · Financial statements and exhibits
    • Quarterly report06 Aug 2026
    • Current report06 Aug 2026
      Results of operations · Regulation FD disclosure · Financial statements and exhibits
    • Current report24 Jun 2026
      Departure or appointment of officers · Financial statements and exhibits
    • Current report18 Jun 2026
      Shareholder vote
    • Current report11 May 2026
      Termination of a material agreement · Other events · Financial statements and exhibits
    • Quarterly report07 May 2026
    • Current report07 May 2026
      Results of operations · Regulation FD disclosure · Financial statements and exhibits
    • Proxy statement24 Apr 2026

    Sources

    1. [1] Form 10-K, fiscal year ended 2025-12-31 · SEC / Serve Robotics Inc. · 12 Mar 2026
    2. [2] Form 10-Q, quarter ended 2026-06-30 · SEC / Serve Robotics Inc. · 06 Aug 2026
    3. [3] Form 8-K, results release (exhibit 99.1) · SEC / Serve Robotics Inc. · 05 Oct 2026

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

    Serve Robotics Inc. (SERV): stock, results, valuation and forecast · olivLaw