“Research and development expense increased by $21.0 million to $45.3 million for the year ended December 31, 2025, compared with $24.3 million for the year ended December 31, 2024, due primarily to an increase in headcount of approximately 130%, higher softwa…”10-K · Mar 12, 2026 ↗
Serve Robotics Inc.
SERV
Market read
Serve Robotics Inc.'s current read is isolated; its market group is not confirming.
No new filing conclusion is available. 0 of 11 group members are active now; 0 filing-linked outsiders are moving with the group, and 0 of 3 directly disclosed connections are confirming.
- SERV's market-adjusted activity becomes unusual and at least one connected name confirms.
Invalidation: The isolated read changes if SERV's group or a disclosed connection begins moving with it.
Research brief
The story so far
No new filing conclusion is available. 0 of 11 group members are active now; 0 filing-linked outsiders are moving with the group, and 0 of 3 directly disclosed connections are confirming.
No thresholded supportive filing evidence is available yet.
No thresholded adverse filing evidence is available yet.
- SERV's market-adjusted activity becomes unusual and at least one connected name confirms.
Company research
Understand the business, not just the ticker
Use the company’s filings to identify the few operating, demand, cost, capital and regulatory variables that determine its earnings power.
- Which operating variable is changing?
- Is that change durable, cyclical or one-off?
- What evidence would disprove the current interpretation?
- Latest annual revenue changed +46.2% year over year.
- Operating margin changed -2141.9 percentage points in the latest annual period.
- Net margin changed -1661.8 percentage points in the latest annual period.
No credible peer-relative valuation comparison is available yet.
Price as of Sep 11, 2026
4.49Reported annual revenue and per-share history. This is accounting history, not a forecast.
What management says matters
Persistent and emerging business drivers
Valuation discipline
Peer-relative valuation withheld
Jodie found no industry-matched filing peers suitable for a valuation comparison. It will not substitute broader financial-sector names.
Mechanical 2.0-year scenarios are available as editable assumptions, not consensus.
Price action
How the market is pricing the story
Jodie does not have enough daily observations to draw a useful short-term chart for this asset. The latest quoted price was checked 11 Sept, 15:55 GMT-4; this is a coverage limitation, not a flat-price conclusion.
Developments
No sourced recent-development timeline yet
Jodie has not returned a relevant primary source or news item for SERV. This is an evidence-coverage gap, not a conclusion that nothing material happened.
Business and financial condition
Reported financial figures are not available yet
Jodie has not returned structured SEC XBRL fundamentals for this asset. This is a coverage limitation, not an assessment of the business or its financial health.
Filing analysis
No comparable filing assessment is available yet
Jodie has not yet found a suitable current-versus-prior filing comparison for SERV. This does not mean the latest filing was neutral or immaterial.
Business ecosystem
The relationships behind SERV
Customers, suppliers, partners and competitors named in company filings—not inferred from headlines.
Depends on
NVDANVIDIA CorporationsupplierMar 12, 2026 ▾
“Key suppliers of single and limited source components include NVIDIA Corporation, Ouster, Inc., and other vendors providing cameras, ultrasonic sensors, electronic motors, and modems.”
OUSTOuster, Inc.supplierMar 12, 2026 ▾
“Key suppliers of single and limited source components include NVIDIA Corporation, Ouster, Inc., and other vendors providing cameras, ultrasonic sensors, electronic motors, and modems.”
UBERUber Technologies, Inc.customerAug 8, 2025 ▾
“Concentrations A significant portion of our revenue is concentrated with two customers, Magna New Mobility USA, Inc.”
Filing peers
Companies whose filings use similar operating language.
Open the three relationships above to see Jodie’s filing proof. Pro unlocks every receipt, and alerts when connected names begin moving. Unlock the full network →
What is moving around it
Live connections
SERV is currently a Follower in the organic co-movement group Drone and Robotics Tech. This group is discovered from market behaviour rather than assigned from an industry taxonomy. 3 filing-linked names are in the relationship map; none is currently confirmed as moving with the group.
This group is retained as the last observed read for SERV; it is not active in the latest market snapshot.
Context history
Theme membership history
No durable theme membership has been observed for this name yet.