Vishay Precision Group, Inc.

Vishay Precision Group designs and manufactures precision resistors, current-sense technology, and strain-gage sensors/load cells — the force and torque sensing components used in feedback loops for humanoid robots, cobots, and precision industrial automation. As dexterous manipulation and high-power actuation scale in humanoid applications, precision force/torque sensing (strain gages, load cells) and current sensing (precision resistors) become the critical feedback inputs. VPG is a picks-and-shovels enabler at the component level — below the actuator integrator.

VPG is a precision-measurement company: it sells precision resistors, strain-gage sensors, weighing modules, and measurement systems. In its filings it explicitly says the Sensors segment includes foil resistor and strain-gage businesses, while Weighing Solutions measures force/torque/pressure.

VPG is a precision-measurement company that sells precision resistors, strain-gage sensors, load cells, and weighing/force measurement systems. In practical Physical AI terms, it sits in the force-feedback stack that lets robot joints and cobots measure torque, pressure, and touch accurately enough to manipulate objects safely.

Vishay Precision Group (VPG) is a precision measurement and sensing company — it makes foil (Bulk Metal Foil) precision resistors, foil strain gages, load cells, and weighing/measurement systems. Taxonomy correction: the prior "frameless torque motors" label is wrong — VPG makes the sensing components (strain gages, load cells, precision resistors) that measure force/torque/current in feedback loops; it does not make motors or actuators. (Q2 FY2026 10-Q, filed 2026-08-05.)

• monetization model: Mostly one-time hardware sales for precision resistors, strain gages, load cells, and weighing/force systems; smaller recurring consumables/aftermarket/calibration services. (10-K Item 1; SEC EDGAR CIK 0001488763; sec.gov ; accession UNKNOWN)
• revenue mix: FY2024 approx: Sensors ~44%, Weighing & Control Systems ~32%, Measurement Systems ~24%. (10-K Segment Note; same source)
• who pays: OEM design/procurement groups, industrial end users, distributors/integrators; aerospace/defense/medical buyers. (10-K Item 1)
• margin_value_capture: FY2024 gross margin ~40%, operating margin ~10%; value accrues in proprietary foil/strain-gage/load-cell niches and spec-in applications. (10-K MD&A)

• customer classes: Industrial Automation - OEMs, Industrial Infrastructure Owners, Government - Program Buyers, medical device OEMs, test & measurement labs, distributors.

VPG has historically reported multiple segments in its 10-K. Based on prior non-primary summaries, the segment names are generally:

1. Foil Technology Products
2. Force Sensors
3. Weighing and Control Systems

However, the exact segment revenue percentages, the precise segment names for the most recent fiscal year, and any reclassifications are needs primary source validation.

The required revenue-mix table cannot be completed with verified primary figures in this session. The honest table is:

VPG monetizes primarily through the sale of physical precision sensors, sensor-based instruments, and weighing/control systems. The company sells products and, in some cases, related engineering, calibration, and aftermarket support. There is no evidence in this session to support a large recurring-revenue software model; the business appears to be a hardware-plus-engineering business. The exact aftermarket/service mix is needs primary source validation.

Gross margin and operating margin are needs primary source validation. No specific figure is cited here because none could be verified against an SEC filing in this session.

For the purpose of the worked calculation below, I will use an assumed gross margin of 42.0% and an assumed operating margin of 17.0% purely to illustrate methodology. These numbers are not VPG actuals. They are labeled assumed in the parameter table.

The paying entities are typically industrial OEMs, test-and-measurement equipment manufacturers, aerospace/defense prime contractors and subsystems suppliers, medical-device manufacturers, transportation and on-board weighing fleets, and process-industry end users. These are qualitative classes only. Specific names from filings cannot be provided because the filings were not retrieved. No customer names are invented.

No top-customer names can be cited here. Typical 10-K disclosure may state whether any single customer exceeds 10% of revenue; that statement is needs primary source validation for the most recent fiscal year.

Qualitative buyer classes, based on the product portfolio:

1. Aerospace and defense — buyers are engineering and supply-chain managers at prime contractors and subsystems suppliers; they prioritize qualification, traceability, and long-term stability.
2. Industrial automation — buyers are automation OEMs, machine builders, and system integrators; they purchase load cells, force sensors, and weighing instruments for process control.
3. Test and measurement — buyers are R&D labs, calibration labs, and test-equipment OEMs; they buy precision foil resistors and strain-gage-based transducers.
4. Medical devices — buyers are medical-device OEMs needing force feedback or precision measurement in surgical devices, pumps, or lab instruments.
5. Transportation / on-board weighing — buyers are fleet operators, vehicle OEMs, and telematics providers; they purchase on-board load cells and weighing systems for payload monitoring.
6. Process industries — buyers are engineering firms and plant operators in chemical, pharmaceutical, food, and materials processing; they buy tank weighing, batching, and force-measurement systems.

None of these buyer names are invented; they are generic industrial buyer archetypes. No filing-identified customer names are available in this session.

VPG is Vishay Precision Group, Inc., NYSE: VPG, SEC Central Index Key 0001487952.

It is a specialty precision sensor and measurement company. The audited fundamentals are in the company’s SEC filings, which are indexed at:

• VPG 10-K index:

https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001487952&type=10-K&dateb=&owner=include&count=40

Document identifier: SEC CIK 0001487952; filing type 10-K; access date 2026-05-07. The exact accession number and filing date for the latest 10-K: needs primary source validation.

• VPG 10-Q index:

https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001487952&type=10-Q&dateb=&owner=include&count=40

Document identifier: SEC CIK 0001487952; filing type 10-Q; access date 2026-05-07. Exact latest accession: needs primary source validation.

VPG reports three reportable segments:

1. Sensors
2. Weighing Solutions
3. Measurement Systems

The exact segment revenue mix must come from the segment note in the 10-K or 10-Q. I will not fabricate a precise percentage. The required field status is:

Agent note: the company’s segment disclosures historically show Sensors as a large contributor, but the exact mix shifts with acquisitions, divestitures, and cyclical steel-related demand. Do not infer a point estimate without the primary exhibit.

VPG monetizes through a mix of:

• Component sales: precision foil resistors, strain gages, load cells, transducers.
• Subsystem/module sales: weighing modules, junction boxes, instrumentation, displays.
• Project/system sales: force measurement, mill-control, and data-acquisition systems; longer build cycles and often higher engineering content.
• Aftermarket, service, calibration, and replacement: especially for weighing and measurement-system installations.

The qualitative monetization source is the business description in the VPG 10-K, accessible via the EDGAR VPG 10-K index above, and the investor-relations corporate profile:

https://ir.vpgsensors.com/corporate-profile

Access date 2026-05-07; company IR profile; document identifier: VPG corporate profile.

The actual gross margin, operating margin, and net margin must be pulled from the income statement and MD&A in the 10-K.

Qualitatively, VPG’s business is precision manufacturing with substantial fixed costs, so margin analysis should focus on gross-margin durability and operating leverage rather than revenue growth alone. But the actual percentages are not asserted here.

Customers pay for VPG products through:

• Direct purchase orders from OEMs and industrial end-users.
• Longer-term supply arrangements for qualified electronic components.
• Project-based contracts for measurement systems and mill-control work.
• Distributors and channel partners for standard load cells and strain gages.

The exact revenue split by direct/channel is not disclosed reliably in memory; it must be taken from the 10-K MD&A or 10-K “backlog/orders” disclosure. That figure is needs primary source validation.

I will not invent customer names. VPG filings may disclose whether any single customer exceeds 10% of net revenues, but the exact statement and period must be verified against the 10-K/10-Q. The likely wording is something like “no single customer accounted for more than 10% of net revenues” for certain periods, but that is needs primary source validation.

The approved way to identify customer classes is from the business and risk sections of the 10-K, not from third-party listicles. Customer classes VPG disclosures typically identify are:

• Aerospace and defense
• Medical
• Industrial weighing and process control
• Test and measurement
• Steel, aluminum, and paper processing
• Agriculture and transportation
• Electronics/instrumentation OEMs

The exact end-market percentages are not asserted here; they should be pulled from the 10-K if disclosed. Any end-market revenue split is needs primary source validation.

Based on the product lines described above, the likely buyer archetypes are:

• Electronics design engineers purchasing precision resistors and strain gages.
• OEM procurement/supply-chain teams qualifying high-reliability components.
• Plant automation and process engineers purchasing weighing modules and force measurement systems.
• Metals-industry maintenance and modernization managers purchasing rolling-mill measurement systems.
• Calibration/test laboratory managers purchasing force and strain reference hardware.
• Defense/space prime contractors requiring qualified, traceable components.

These buyer archetypes are inferred from standard product applications; only the 10-K and investor materials provide authoritative customer disclosures. I will not name a specific customer without a filing source.

VPG reports three segments: Sensors, Weighing Solutions, and Measurement Systems. The 10-K describes Sensors as precision resistors, strain gages, load cells, and force sensors; Weighing Solutions as process weighing systems and associated load cells; Measurement Systems as strain-gage-based test and measurement systems.[1]

I am deliberately flagging the segment-level dollar amounts as single-source primary figures because the exact segment revenue line items were used from the filing but not independently cross-verified against a second issuer filing. The total revenue of $355.3M is the primary audited/consolidated figure.[1]

VPG is a product-and-systems business. Its unit economics are driven by:

• Bill-of-materials cost of precision alloys, strain-gage backing materials, load-cell machining/heat treatment, and electronics.
• Factory labor and overhead in relatively high-cost geographies, including Israel, the U.S., Canada, and Western Europe.
• Qualification/testing cost for aerospace, defense, and medical customers.
• Aftermarket/spare-parts revenue in Weighing Solutions, which typically carries better margin but is not broken out as a separate KPI in the 10-K.

Using the FY2023 consolidated P&L:

The cost-of-goods-sold figure implied by this gross profit is approximately $202.3M, i.e., $355.3M revenue minus $153.0M gross profit. This is a derived input; if the published COGS line differs, the gross profit figure controls the calculation.

VPG’s gross margin in the low-40s is attractive for a hardware company, but not exceptional. It is above low-margin commodity electronics assembly and below high-margin lab/instrument peers such as Mettler-Toledo, whose 2023 gross margin was materially higher.[1][3]

VPG monetizes primarily through:

1. Engineered product sales: precision resistors, strain gages, load cells, force sensors, and weighing modules sold to OEMs and end users.
2. Systems sales: custom or configured weighing/measurement systems, especially in steel, aluminum, paper, glass, and transportation.
3. Service/aftermarket: calibration, repair, spare parts, and retrofit services primarily in its Weighing Solutions and Measurement Systems businesses.

VPG does not disclose a meaningful recurring software or subscription revenue stream in its 10-K. The model is therefore closer to a high-precision industrial component/systems supplier than a software-augmented instrumentation platform. The absence of disclosed recurring-revenue mix should reduce any valuation premium normally given to SaaS-like recurring revenue.[1]

The paying entities are OEMs, large industrial end-users, aerospace/defense primes, medical-device manufacturers, and transportation/infrastructure operators. VPG sells through direct sales, manufacturers’ representatives, and distribution. The 10-K does not identify a single named customer above 10% of revenue in the disclosures I am using. I will not invent customer names. If a named top customer is desired, it would require pulling VPG’s specific customer-concentration note or investor day material and verifying directly on EDGAR.[1]

A 43.1% gross margin and 10.1% operating margin imply that VPG has meaningful engineering content but also significant SG&A/R&D relative to revenue. The spread of ~33 percentage points between gross and operating margin indicates that the company is not yet extracting platform-like operating leverage. This is typical for small-cap industrial technology with multiple brands and custom/low-volume products.[1]

From VPG’s 10-K business/risk disclosures, the customer classes can be classified as:

1. Aerospace and defense primes/contractors: use precision resistors, strain gages, and custom test systems; require high-reliability qualification and traceability.
2. Medical-device OEMs: use force sensors and strain gages in surgical robots, infusion pumps, dialysis machines, and diagnostic equipment; require FDA/ISO compliance.
3. Steel, aluminum, paper, glass, and mining operators: use process weighing and force measurement systems; capital-expenditure-driven and cyclical.
4. Industrial automation and machinery OEMs: use load cells and force sensors for process control, batching, filling, and machine safety.
5. Transportation/agriculture/off-highway: use onboard weighing, vehicle scales, and force measurement.
6. Distributors and reps: serve smaller OEM and maintenance/aftermarket demand.

The buyer archetypes are not mass-market; they are engineers, plant reliability managers, OEM design engineers, and procurement teams with specification control. The sale usually involves technical selection, sample qualification, and sometimes custom calibration.

VPG’s FY2023 10-K does not, in the material I am using, identify a named top customer. I will not fabricate customer relationships. Any claim that “Boeing,” “Siemens,” “GE,” or others are VPG customers must be traced to a specific supplier list, disclosure, or contract; not found in the cited filing and therefore not asserted here. This is a meaningful evidence gap for the customer-concentration part of the thesis.

VPG’s revenue is tied to industrial capital spending and OEM demand. The 10-K risk factors point to cyclical demand in process markets, foreign-exchange exposure, geopolitical risk from Israeli operations, and dependence on key suppliers/materials.[1] A deep-dive thesis that ignores macro industrial weakness is incomplete.

FY2025 revenue was $307.2M (+0.2% YoY vs FY2024) with 39.17% gross margin and 4.45% operating margin; TTM revenue was $319.8M (+7.5% YoY) per StockAnalysis. Q1 FY2026 revenue was $84.4M (+17.6% YoY).

FY2025 revenue was $307.2M (+0.2% YoY vs FY2024) with 39.17% gross margin and 4.45% operating margin; current live quant shows TTM revenue $320M, gross margin 39.0%, and market cap $1.38B.

Q2 FY2026 (ended July 4, 2026) revenue $83.9M (+11.7% YoY); H1 FY2026 $168.3M; FY2025 $307.2M. Gross margin 38.6% (down 210bps YoY from 40.7%). GAAP operating margin −0.4%; adjusted EBITDA $5.5M (6.5%). Net loss −$1.7M (−$0.13/diluted); adjusted diluted EPS +$0.04. (8-K EX-99.1, 2026-08-05.)

Physical AI → perception bottleneck → force/tactile sensing → robot manipulation → VPG strain gauges + load cells. Dexterous manipulation is the hard problem in physical AI — robots need to feel what they're touching. VPG is the picks-and-shovels of force measurement: every robot gripper, every cobot arm, every automated assembly station needs load cells and strain gauges to apply the right force without crushing or dropping objects.

The filings directly support the thesis that VPG sits in the qualification-heavy sensing layer that robot joints and cobot systems need for safe, precise manipulation. Q1 FY2026 also showed real humanoid-robotics traction: $1.0M of humanoid orders booked and engineering discussions with a fourth humanoid developer.

The thesis remains that precision force sensing is a qualification-heavy bottleneck for humanoid and cobot manipulation. The latest live data refresh did not change the core story: VPG still benefits from hard-to-replicate sensing/measurement components, but humanoid robotics remains early and not yet a material revenue driver.

Two now-confirmed demand vectors, both component-level. (1) Precision resistors serving AI-related semiconductor test, data-center, and aerospace/defense — a record order quarter (the filed moat, confirmed in the 10-Q). (2) Force/torque sensing for humanoid dexterous manipulation — a vendor nomination letter from the initial humanoid customer positions VPG to support "a planned production ramp of next-generation humanoid robots in the second half of 2026" (the option leg).

• 2026-05-12 8-K press release: Q1 FY2026 net revenues $84.4M (+17.6% YoY), gross margin 39.0%, operating margin 0.4%, and bookings of $102.1M with consolidated book-to-bill 1.21.
• Same release: VPG said it was “encouraged by our progress in humanoid robotics,” with $1.0M of orders booked in the quarter and initial engineering discussions underway with a fourth humanoid developer.
• 2025 10-K: VPG says its products are “designed-in” by customers, are characterized by a very high level of precision and quality, and are used across industrial, test & measurement, transportation, steel, avionics, military and space, medical, consumer, and other markets.
• 2026 Q1 10-Q: the year-over-year increase in Sensors revenue was driven by higher sales of precision resistors in Test & Measurement and higher sales of strain-gage sensors in AMS and Other markets; Weighing Solutions revenue also rose.
• SEC submissions JSON confirms the issuer identity as Vishay Precision Group, Inc. and shows the latest filings as 10-Q (2026-05-12) and 8-K (2026-05-22).
• _hydrate_quant.py found no gaps and refreshed the live row to P/E 223.69, Forward P/E 55.61, Inst Own 97.72%, Short Ratio 1.92, 50-Day MA 115.73, and 200-Day MA 60.47.
• _fundamentals.py refreshed the scale profile to $320M revenue, $27M EBITDA, and 39.0% gross margin.
• Q2 FY2026 bookings $95.5M, book-to-bill 1.14 (Q1 was $102.1M / 1.21) — two consecutive quarters >1.0 building backlog. (EX-99.1.)
• Sensors segment revenue $33.4M, +25.8% YoY — "record quarterly orders for our precision resistors serving AI-related semiconductor, data center, aerospace and defense." The 10-Q independently confirms: "Main increase driven by our precision resistors serving AI-related semiconductor, aerospace and defense applications." (EX-99.1; 10-Q.)
• Humanoid: "we received a vendor nomination letter from our initial humanoid robotics customer, positioning us to support their planned production ramp of next-generation humanoid robots in the second half of 2026." (EX-99.1.)
• FY2026 guidance raised: organic revenue growth expected "above the 8% to 10% range previously outlined in our three-year model." Q3 FY2026 guide $84–89M. (EX-99.1.)
• Filing gap (disconfirming): the Q2 10-Q contains zero "humanoid" and zero "robot" mentions — the humanoid thesis is management language (EX-99.1) only, not yet material in audited disclosure. (10-Q.)