PM Portfolio Manager Reports

From Portfolio Manager reports

Robotics

Robotics is investable when a buyer pays for physical work and the supplier converts deployments into repeatable revenue, gross margin, service attach, cash flow, and per-share value. The useful screen is procedure volume, factory orders, warehouse throughput, field productivity, sensing content, motion content, and edge compute pull-through. Robot demos and broad Physical AI language stay in the source trail until customers, revenue, margin, and cash conversion are visible.

Mental model: robotics is a conversion chain. A paid physical job has to move through the machine stack before it can prove repeat usage and cash economics.

  1. Demand Paid physical task Hospitals, factories, warehouses, farms, fleets, mines, and service operators define the job and budget. Proof: purchase approval or funded workload.
  2. Body Machine and motion Robot arms, mobile platforms, tools, actuators, drives, pneumatics, and precision parts turn plans into movement. Proof: installed systems or shipped content.
  3. Senses Perception layer Vision, lidar, radar, sonar, tactile sensing, localization, and inspection systems tell the robot what is happening. Proof: reliable detection, navigation, and verification.
  4. Control Edge compute Processors, analog, power, connectivity, safety silicon, and local inference convert sensor data into decisions. Proof: design wins become endpoint shipments.
  5. Fielding Deployment and uptime Integration, software, training, maintenance, and workflow change decide whether the robot works on site. Proof: uptime, utilization, and repeat deployment.
  6. Economics Cash proof Procedure volume, throughput, service attach, consumables, software, parts, and renewals validate the theme. Proof: margin, free cash flow, and repeat orders.
Source boundary: there is no maintained canonical robotics theme page in knowledge yet. This report routes defense autonomy, eVTOL, ISR, and speculative Physical AI back to Physical AI And Defense Autonomy, uses existing security and sector lanes where they exist, and labels only non-filed or non-U.S. monitor lines as source gaps. The sensing, vision, and perception node now has maintained lanes for its expanded U.S.-listed basket, and the motion-components node has filed AME and TKR lanes.

Current read

Robotics should be read as a deployment-economics theme. The best public evidence is installed systems, repeat usage, backlog conversion, procedure or throughput growth, service revenue, software attach, margin, and cash conversion.

  • Surgical robotics is the cleanest core: ISRG, SYK, ZBH, and MDT tie robot value to installed base, procedure volume, instruments, service, reimbursement, training, and hospital capital budgets.
  • Factory, warehouse, and field robotics have different proof items: factory automation depends on order cycles and controls content, warehouses on cost per order and uptime, and field autonomy on labor, crop, construction, mining, and fleet productivity.
  • Enablers need attribution discipline: sensing, motion, semiconductors, and edge AI can benefit from robot adoption, but auto, semicap, data-center AI, electronics, and general industrial capex can dominate the stocks.
  • Source coverage is improving: TKR now has a maintained motion-component lane alongside AME. TER, ZBRA, GXO, AGCO, CAT, CNH, TRMB, DOV, FTV, IEX, ITT, NDSN, PH, ADI, NXPI, ON, QCOM, STM, KITT, KSCP, PDYN, and SERV remain screen or node monitors where coverage varies, while the expanded sensing basket now has maintained security lanes.
  • Global robot OEMs are source-only for now: ABBNY, FANUY, YASKY, SIEGY, Keyence, Omron, Daifuku, KION, SMC, THK, and similar non-U.S. lines are useful comps, but most are excluded from return grids because local discovery coverage is missing or incomplete.

Value chain map

Card returns are API-required. Week, month, and quarter load from reports.daily_security_return_buckets; annual returns are computed by the API from discovery.daily_ohlc. The API resolves the page date from MAX(date) in the return-bucket view, then renders 5, 21, 63, and 252 trading-session average and median returns.

1

Surgical Robotics And Procedure Platforms core procedure economics

Operating-room robotics with the clearest public path from robot usage to recurring revenue and cash flow.

Role in theme

Converts hospital robot adoption into procedure volume, limited-use instruments, service contracts, training, upgrades, leases, implants, and cash flow.

What this is

Surgical robots, orthopedic procedure platforms, navigation systems, instruments, accessories, implants, service teams, leases, and surgeon training.

Economic lever

More procedures per installed system raise instrument and accessory pull-through, service revenue, lease economics, upgrade demand, and implant attach.

Watch items

Installed base, procedures per system, instrument revenue per procedure, service margin, hospital capex, reimbursement, lease mix, and competitive launches.

Return basket: ISRG, MDT, SYK, ZBH

2

Factory Automation And Robot OEM Proxies factory capex route

Captures robot cells, controls, vision, process automation, and public U.S. proxies for factory robot demand.

Role in theme

Converts factory capex, labor scarcity, quality control, and uptime targets into automation orders, robot cells, controls content, and software attach.

What this is

Industrial controls, machine vision, process automation, test automation, robot-cell equipment, industrial software, service teams, and global robot OEM comps.

Economic lever

Factory projects become backlog conversion, hardware shipments, software and service revenue, replacement demand, and margin recovery as utilization improves.

Watch items

Orders, backlog, book-to-bill, channel inventory, robot shipments, auto and electronics capex, semicap demand, project margins, and global OEM source coverage.

Return basket: CGNX, EMR, HON, ROK, TER

Source-only global monitors: ABBNY, FANUY, YASKY, SIEGY, Keyence, Omron.

3

Warehouse Automation And Logistics Deployment throughput route

Measures whether robotics lowers cost per order, raises throughput, improves inventory visibility, and converts project backlog into revenue.

Role in theme

Turns warehouse labor, throughput, accuracy, and delivery-speed pressure into automation deployments that can lower cost per order.

What this is

AS/RS systems, AMRs, cobots, sortation, scanning, RFID, inventory visibility, orchestration software, fulfillment operators, and site deployment services.

Economic lever

Deployed sites create system revenue, software and service attach, contract renewals, better labor productivity, higher utilization, and RPO-to-revenue conversion.

Watch items

Site go-lives, uptime, cost per order, RPO conversion, customer concentration, renewal rates, ecommerce volume, warehouse capex, and operator productivity.

Return basket: AMZN, GXO, SYM, TER, ZBRA

4

Field Robotics And Off-Highway Autonomy equipment productivity route

Robotics proof comes from precision agriculture, fleet automation, machine guidance, mining/construction automation, and labor productivity.

Role in theme

Moves robotics outside controlled factories by linking autonomy to labor savings, fuel efficiency, machine uptime, precision work, and asset utilization.

What this is

Precision agriculture, machine guidance, autonomous tractors, construction and mining automation, fleet telematics, positioning, sensors, software, and dealer service.

Economic lever

Autonomy and guidance raise equipment value, software attach, replacement demand, parts and service revenue, and customer productivity per machine-hour.

Watch items

Crop prices, dealer inventory, construction starts, mining capex, fleet utilization, precision-ag attach, subscription revenue, guidance adoption, and equipment orders.

Return basket: AGCO, CAT, CNH, DE, TRMB

5

Sensing, Vision, And Perception Stack robot perception route

Robots need vision, lidar, radar, sonar, sensing, localization, inspection, edge perception, and verification before they can work in uncontrolled environments.

Role in theme

Lets robots see, measure, inspect, localize, navigate, and verify work before autonomy can scale beyond scripted or tightly controlled tasks.

What this is

Machine vision, cameras, lidar, radar, sonar, tactile sensing, image processing, edge perception software, inspection systems, localization, and traceability tools.

Economic lever

Design wins, production ramps, sensor shipments, software or NRE attach, inspection demand, and product gross margin turn perception into revenue.

Watch items

Orders, production programs, sensor ASPs, automotive and industrial ramps, backlog conversion, gross margin, cash burn, dilution, and customer concentration.

Return basket: CGNX, HSAI, OUST, TDY, CODA, AMBA, AEVA, INVZ, LINK, ARBE, MSAI, ODYS, MVIS, LIDR

6

Robot Motion, Controls, And Precision Components bill-of-material route

Actuators, drives, pneumatics, bearings, reducers, fluid power, and precision motion are the physical bill of material behind automation.

Role in theme

Turns robot commands into physical movement through the parts that determine speed, precision, payload, reliability, and maintenance cost.

What this is

Actuators, drives, pneumatics, fluid power, bearings, linear motion, reducers, precision components, connectors, sensors, and replacement parts.

Economic lever

More automated equipment raises component content, replacement demand, pricing power, mix, lead-time discipline, and aftermarket revenue across installed machines.

Watch items

Industrial orders, automation backlog, distributor inventory, price-cost spread, component lead times, aftermarket mix, aerospace or medical cross-cycles, and margin.

Return basket: AME, TKR, PH, ITT, IEX, NDSN, DOV, FTV

7

Edge Compute And Robot Semiconductors local inference route

Robots need local compute, power, analog, connectivity, safety, and inference silicon.

Role in theme

Provides the local processing, power control, connectivity, analog sensing, and safety silicon that lets robots make decisions near the machine.

What this is

Embedded processors, GPUs, accelerators, MCUs, analog chips, power management, motor control, connectivity, sensors, safety chips, and robot edge modules.

Economic lever

Higher robot capability raises semiconductor content per system, design-win value, power and sensing mix, software ecosystem pull, and long-cycle industrial revenue.

Watch items

Industrial and auto inventory, design wins, edge-AI module launches, gross margin, data-center spillover, smartphone demand, channel orders, and power-chip cycles.

Return basket: ADI, AMD, AVGO, MPWR, NVDA, NXPI, ON, QCOM, STM, TXN

8

Emerging Service And Speculative Robotics watch-only public screen

Useful watch-only screen for early public robotics, delivery, facilities automation, security, marine, service, and RaaS models.

Role in theme

Tests whether early public robotics companies can move from prototypes and pilots into paid fleets with repeatable unit economics.

What this is

Delivery robots, facilities-management robots, security robots, marine robotics, service robots, robotic software, fleet operations, RaaS models, pilot deployments, and small-cap screens.

Economic lever

Named customers, higher robot uptime, recurring fleet revenue, lower service cost, improving gross margin, and controlled dilution turn pilots into investable evidence.

Watch items

Filings, cash runway, reverse splits, ATM usage, customer concentration, fleet count, utilization, revenue per robot, gross margin, churn, and share count.

Return basket: KITT, KSCP, PDYN, RR, SERV, SPPL, WETO

Watch Items

Area What confirms What weakens or invalidates Watch next
01Procedure platformsInstalled systems become recurring procedure economics
What confirms

System placements rise with higher procedure utilization, instruments and service revenue, and stable reimbursement.

What weakens or invalidates

Hospital capex delays, low utilization, reimbursement pressure, procedure deferrals, or competitive system discounting.

Watch next
  • Placements
  • Procedure utilization
  • Service margin
  • Reimbursement
02Factory automationOrders turn into backlog, controls, vision, and margin
What confirms

Robot orders, controls orders, vision revenue, and backlog broaden beyond one end market while margins hold.

What weakens or invalidates

Auto or electronics weakness, China order decline, book-to-bill below 1, integration delays, or price pressure.

Watch next
  • Book-to-bill
  • Backlog
  • Vision revenue
  • Project margin
03Warehouse deploymentAutomation must lower cost per order
What confirms

Projects deploy on time, cost per order falls, uptime holds, customers expand sites, and RPO converts to revenue.

What weakens or invalidates

Paused capex, site delays, downtime, concentrated customer deferrals, margin slippage, or weak package and retail volume.

Watch next
  • Site go-lives
  • Uptime
  • RPO conversion
  • Cost per order
04Field automationAutonomy competes with equipment-cycle pressure
What confirms

Precision attach rises, field utilization improves, fleets refresh, and customers cite labor, yield, or safety savings.

What weakens or invalidates

Commodity price pressure, dealer inventory overhang, lower equipment orders, financing pressure, or weak retrofit demand.

Watch next
  • Precision attach
  • Dealer inventory
  • Fleet utilization
  • Equipment orders
05Sensing, vision, and perception stackDesign wins need production revenue
What confirms

Shipments, production SOPs, product gross margin, software attach, and customer breadth improve together.

What weakens or invalidates

Validation with no production revenue, price-downs, inventory build, customer concentration, NRE volatility, or cash burn.

Watch next
  • Production SOPs
  • Sensor ASPs
  • Gross margin
  • Cash burn
06Motion and componentsComponent content must show through orders and margin
What confirms

Backlog, book-to-bill, lead times, and component margin improve in automation-heavy end markets.

What weakens or invalidates

Orders weaken, price/cost turns negative, lead times collapse because demand fell, or aerospace and process mix masks robotics softness.

Watch next
  • Book-to-bill
  • Lead times
  • Price-cost spread
  • Aftermarket mix
07Edge Compute And Robot SemiconductorsRobot content must separate from broader silicon cycles
What confirms

Industrial and auto channels recover while design wins show local inference, safety, power, or connectivity content per robot.

What weakens or invalidates

Move is explained by data-center AI only, industrial inventory stays elevated, or robotics content remains too small to disclose.

Watch next
  • Design wins
  • Industrial inventory
  • Edge-AI modules
  • Gross margin
08Speculative public roboticsPilots need paid fleets and controlled dilution
What confirms

Named customers, recurring revenue, product gross margin, uptime, cash runway, and share count improve in the same filing cycle.

What weakens or invalidates

Launch news without revenue, late filings, ATM dependence, reverse-split pressure, customer churn, or negative unit economics.

Watch next
  • Customer proof
  • Fleet count
  • Gross margin
  • Share count

Source Trail

Route Use it for Primary links
Boundary theme Defense autonomy, ISR, autonomous mobility, eVTOL, edge AI, sovereign space, and speculative Physical AI routing that belongs in the boundary page. Physical AI And Defense Autonomy
Companion themes Semiconductor, component, funding, trade, sourcing, and fragile high-beta price-action context. AI Capex Cycle; Memory And Component Scarcity; Funding Dependency; Trade Tariff Sourcing Geography; Market Fragility Amplification
Sector mechanics Industrial orders, health-care procedure platforms, IT semiconductors, electronic components, and high-beta technology proof burden. Industrials; Health Care; Information Technology
Linked node pages Child value-chain pages with ranked baskets, setup tables, chart or coverage artifacts, source trails, and parent-map backlinks. Surgical Robotics And Procedure Platforms; Factory Automation And Robot OEM Proxies; Warehouse Automation And Logistics Deployment; Field Robotics And Off-Highway Autonomy; Sensing, Vision, And Perception Stack; Robot Motion, Controls, And Precision Components; Edge Compute And Robot Semiconductors; Emerging Service And Speculative Robotics
Selected security lanes Company-level setup, proof burden, catalysts, risks, and raw evidence routing for filed names inside the basket. ISRG, SYK, ZBH, MDT, CGNX, EMR, HON, ROK, AMZN, SYM, DE, OUST, INVZ, ODYS, LINK, AME, TKR, AMD, AVGO, MPWR, NVDA, TXN, RR, WETO
Field robotics node Farm, construction, mining, and fleet autonomy setup, basket ranking, weekly chart provenance, and equipment-cycle caveats. Field Robotics And Off-Highway Autonomy node; DE; Industrials
Screen-only public comps and missing coverage Names included to avoid an inward-only knowledge view. Treat non-filed rows as source gaps until company lanes are filed and non-U.S. price coverage is settled. Included in local return screen outside the maintained sensing basket: TER, ZBRA, GXO, AGCO, CAT, CNH, TRMB, DOV, FTV, IEX, ITT, NDSN, PH, ADI, NXPI, ON, QCOM, STM, KITT, KSCP, PDYN, SERV. Source-only global monitors: ABBNY, FANUY, YASKY, SIEGY, Keyence, Omron, Daifuku, KION, SMC, THK.
Official refresh leads Post-knowledge evidence that should be clipped or filed before company-specific claims become durable on parent or sibling nodes. Amazon Robotics; Symbotic Q2 FY2026; GXO Q1 2026; Teradyne Q1 2026; Zebra Q1 2026
Discovery provenance Read-only local price coverage, 49-name value-chain return grid, 5/21/63-session windows, missing/stale/short-history checks, and as-of metadata. report.json; parent return grids load from API materialized view reports.daily_security_return_buckets.

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