Supply chain tech
Supply chain tech here covers the hardware, IoT, computer vision and physical-tracking technologies used to move goods through warehouses, ports, trucks, vessels and stores - distinct from the supply-chain-management software category covered under the software parent sector (which is purely workflow and execution software). The buyers are 3PLs, retailers, CPG manufacturers, freight carriers and the largest e-commerce platforms. The COVID-era supply-chain disruption and the subsequent re-shoring and friend-shoring of manufacturing pulled tens of billions of capital into the category between 2020 and 2023; capital availability has tightened since but operating budgets remain elevated.
The sector spans real-time freight visibility hardware, RFID and item-level tracking, warehouse computer vision, cold-chain and condition monitoring, smart container tech, and last-mile delivery hardware.
Revenue comes from hardware sales of sensors, scanners and trackers, recurring telematics and IoT connectivity subscriptions, software platforms charged per shipment or per asset, data and visibility platform subscriptions, and managed-service contracts that wrap the hardware deployment.
Supply chain tech is part of Industrial technology.
$32B
Global market size
63
Public companies
Key VC investors
Key strategic buyers
How supply chain tech companies monetize?
Supply chain tech companies monetize through hardware sales, IoT and visibility subscriptions, and per-shipment usage pricing.
Hardware sales
Capital sales of barcode scanners, RFID readers, smart trackers and warehouse sensors. The anchor line for Zebra, Cognex and the cold-chain tracker vendors.
IoT subscriptions
Monthly subscriptions per active tracker or sensor, bundling cellular connectivity, software access and analytics. Tive, Roambee, Sensos and Controlant sit here.
Visibility SaaS
Software-only SaaS subscriptions over carrier networks aggregating freight visibility. FourKites, project44 and Shippeo are the reference names; the IoT category sells into the same buyers but with hardware attached.
Per-shipment pricing
Usage-based pricing tied to active shipments under management. Scales naturally with customer volume.
Managed services
Wrap-around services: device logistics, returns, replenishment and analytics-as-a-service. Sourced separately or bundled with hardware to lower customer onboarding friction.
Data monetisation
Anonymised freight, dwell and condition data sold to insurers, carriers and benchmarking platforms. Small absolute revenue but high margin and strategically important for FourKites, project44 and Tive.
Supply chain tech valuations in May 2026
Public supply chain tech comps trade at 1.8x EV/Revenue. Median revenue multiple across supply chain tech M&A deals was 1.9x in the last 12 months. Median revenue multiple across supply chain tech VC rounds was 12x in the last 12 months.
1.8x
Median EV/Revenue as of May 2026 for public supply chain tech companies
4.1x
AmazonAmazon is the highest valued public supply chain tech company based on EV/Revenue (excluding outliers)
1.9x
Median EV/Revenue across supply chain tech M&A deals in the last 12 months
12x
Median EV/Revenue across supply chain tech VC rounds in the last 12 months
Supply chain tech market segments
Supply chain tech spans scanner and RFID hardware, real-time freight visibility, and cold-chain monitoring.
Barcode, scanner & RFID hardware
Mobile computers, barcode scanners and RFID readers used in stores, warehouses and distribution centres. Zebra Technologies (NASDAQ: ZBRA), Honeywell SPS and Datalogic dominate.
Warehouse computer vision
Industrial machine vision systems used for sortation, package dimensioning, pick verification and damage detection. Cognex (NASDAQ: CGNX), Keyence (TSE: 6861), Datalogic and Sick AG lead.
Real-time freight visibility
Hardware and SaaS combinations tracking truckloads and intermodal containers globally. project44, FourKites (announced merger with project44 in 2024 - deal didn't complete) and Shippeo lead the software side; Tive, Roambee and Sensos lead the IoT side.
Cold chain & condition monitoring
Trackers monitoring temperature, humidity, shock and tilt across pharma, biologics and perishable food shipments. Sensitech (Carrier), Controlant, ELPRO and Tive lead.
Smart containers & assets
Connected shipping containers, pallets, trailers and ULDs. Traxens, Globe Tracker, ORBCOMM (NASDAQ: ORBC, taken private 2021) and Identec Solutions are the reference names; CMA-CGM and MSC have rolled out smart-container programs.
Last-mile delivery hardware
Autonomous delivery robots, locker networks and proof-of-delivery devices. Starship Technologies, Serve Robotics (NASDAQ: SERV), Quadient parcel lockers and the Amazon Hub network are the reference names.
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Key supply chain tech KPIs to track
ARR, net revenue retention, active devices and gross margin are the metrics investors track in supply chain tech.
| KPI | Definition |
|---|---|
| ARR | Annual recurring revenue from IoT, visibility and managed-service subscriptions. The cleanest cross-category metric for this sector. |
| Net revenue retention | Existing-customer revenue 12 months later including expansion. Reads how stickily the platforms grow inside large retail and 3PL accounts. |
| Active devices / shipments | Live trackers, scanners or shipments under management. The unit-volume metric that drives recurring revenue. |
| Hardware revenue % | Share of revenue from device sales rather than subscriptions. The metric that explains margin profile: high-hardware businesses run 30-40% gross margin, software-led players run 60-75%. |
| Gross margin | Separates software-led visibility players (60-75%) from hardware-heavy players (25-40%). The most-watched metric for valuation comparisons. |
| Revenue growth | Year-on-year revenue change. Track record matters now that the 2021-22 funding bubble has deflated. |
| Customer count | Enterprise customers under contract. Large retail, 3PL and CPG logos are the proof points buyers use. |
| Operating margin | Earnings on revenue. Zebra and Cognex run mid-teens to low-20s; most of the IoT and visibility cohort is still loss-making. |
Main supply chain tech players globally
The most active supply chain tech companies and category leaders globally.
| Company | HQ | Overview |
|---|---|---|
Zebra Technologies zebra.com |  Lincolnshire | Listed on NASDAQ as ZBRA. Largest supplier of enterprise barcode scanners, mobile computers and RFID hardware. FY24 revenue around $4.6B; acquired Matrox Imaging in 2022 to expand into machine vision. |
Cognex cognex.com | Natick | Listed on NASDAQ as CGNX. Largest pure-play industrial machine-vision vendor globally. FY24 revenue around $930M with consistent mid-teens operating margins through cycles. |
Honeywell SPS sps.honeywell.com | Charlotte | Safety and Productivity Solutions business inside Honeywell (NASDAQ: HON). Direct competitor to Zebra in scanners and mobile computers; strong in warehouse automation. |
project44 project44.com | Chicago | Real-time freight visibility platform. Raised $80M extension round at $2.7B valuation in 2024 from TPG, Insight and Goldman. Announced and later abandoned merger talks with FourKites in 2024. |
FourKites fourkites.com | Chicago | Real-time freight visibility platform; project44's main competitor. Last raised $100M Series D at over $1B valuation in 2021; the proposed merger with project44 fell through in 2024. |
Tive tive.com | Boston | Real-time IoT tracker and visibility platform for in-transit shipments. Raised $30M Series C in 2024. Strong in pharma cold chain and perishable food. |
Roambee roambee.com | Santa Clara | End-to-end shipment and asset tracking. Devices plus AI-driven visibility platform; customers include DHL, Sanofi and Mondelez. Private; growth-stage. |
Sensos sensos.io |  Tel Aviv | Singapore-Israeli single-use shipment tracker platform spun out of Sony Network Communications. Strong in pharma and high-value freight. |
Sourcemap sourcemap.com | New York | Supply chain transparency and traceability platform used for forced-labour, deforestation and conflict-mineral compliance. Strong tailwind from CSDDD, UFLPA and EUDR enforcement starting 2024-2026. |
Controlant controlant.com |  Reykjavik | Icelandic pharma cold-chain monitoring vendor. Anchor logistics partner to Pfizer for COVID-19 vaccine distribution; revenue normalised post-2023 as vaccine volumes fell. |
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Key supply chain tech market trends
Trade-policy-driven traceability spend, Red Sea disruption and Mexico nearshoring are reshaping supply chain tech right now.
Trade-policy-driven traceability spend
The US Uyghur Forced Labor Prevention Act (UFLPA), the EU Corporate Sustainability Due Diligence Directive (CSDDD) and the EU Deforestation Regulation (EUDR, enforcement October 2025) created legal exposure that has pulled budget toward provenance and traceability platforms. Sourcemap, Sayari and TrusTrace are the reference vendors. Dated October 2025.
Failed FourKites-project44 combination
FourKites and project44 announced merger talks in early 2024 and abandoned them mid-year over governance and valuation disputes. The episode underlines how concentrated the freight visibility category has become but also how hard category-leader combinations are to close. Dated July 2024.
Smart container rollouts
CMA-CGM, MSC and Maersk have ramped IoT-enabled smart container fleets, with CMA-CGM signing a 1M+ smart container deployment with Traxens. ORBCOMM, Globe Tracker and ZIM continue to push the smart-container category into ocean freight. Dated August 2024.
Red Sea disruption and freight visibility demand
The Houthi attacks on Red Sea shipping starting late 2023 doubled some Asia-Europe transit times and redirected over $200B of trade around the Cape of Good Hope. Real-time freight visibility, ETA prediction and cold-chain monitoring vendors all reported elevated demand and longer-duration enterprise contracts. Dated January 2024.
Last-mile autonomous delivery moderation
Starship Technologies, Serve Robotics and Nuro all moderated expansion plans after 2023-24 unit-economics challenges; Nuro pivoted to AV technology licensing. Starship and Serve remain in narrow campus and quick-commerce niches rather than general last-mile. Dated September 2024.
Reshoring and Mexico nearshoring
Mexico's nearshoring inflows passed $36B FDI in 2023 (Banco de Mexico) and continued through 2025. Increased Mexico-US cross-border freight has driven new investment in IoT trackers, RFID and CBP-compliant traceability platforms. Dated November 2025.
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