Deep Intelligence Across Industries

Z2Data is a data-first supply chain risk intelligence company built for product-driven manufacturers, particularly those whose products depend on electronic components and semiconductors. Its core asset is a set of proprietary, in-house-curated databases covering more than one billion electronic components, more than one million suppliers and roughly 200,000 manufacturing sites, including wafer fabs, IC assembly and test sites and EMS facilities. On top of this data layer it sells a modular SaaS platform — Part Risk Manager, Compliance Manager, Supply Chain Watch, Supplier Insights, Sub-Tier Intelligence, PCN Manager, Z2 Enterprise Hub and the AMSYS Life Cycle Management (LCM) Client — that helps engineering, procurement, compliance and supply chain teams anticipate obsolescence, map multi-tier exposure down to the fab level, meet more than 270 product and trade regulations and respond to disruption events. A large, lower-cost data-operations workforce in Egypt lets Z2Data compete on data breadth against larger incumbents such as Accuris and Arrow-owned SiliconExpert. Its strategy now centres on agentic AI layered over a governed supply chain knowledge graph. --- ### What the company does Z2Data describes itself as an information systems company offering an end-to-end solution for enterprises that want a more resilient and flexible supply chain. In its SEMI member profile, the company says it provides supply chain intelligence and automation to help companies identify risks, strengthen resiliency and ensure business continuity, giving supply chain, procurement, compliance and engineering teams the tools to manage obsolescence, mitigate disruptions, optimize costs and navigate regulations. The platform rests on three foundational databases — parts, suppliers and sites — plus a newer minerals database. These are linked so that a component can be traced to the company that makes it, to the specific fab, assembly or test site where it is produced (with city, state, country and address), and onward to sub-tier suppliers and raw-material exposure. Around this data, Z2Data offers: **Component intelligence:** lifecycle status, obsolescence forecasts (the company claims more than 90% accuracy), parametric data, cross-references, multi-sourcing analysis, technology node, estimated CO2 emissions, and a proprietary six-factor part risk score covering obsolescence, multi-sourcing, compliance, technology shifts, market availability and manufacturer risk. **Compliance intelligence:** part-, product- and supplier-level compliance against more than 270 regulatory regimes, including RoHS, REACH SVHC, California Proposition 65, the US Uyghur Forced Labor Prevention Act (UFLPA), conflict minerals, PFAS (including US TSCA Section 8(a)(7) reporting) and export controls. Material declarations (FMDs), certificates of compliance and substance analyses are kept as an audit trail. **Supply chain mapping and monitoring:** tier-1 and sub-tier supplier mapping, part-to-site mapping and real-time monitoring of more than 120 disruption event types (geopolitics, tariffs, sanctions, natural disasters, labour strikes, financial distress, ESG violations, grid curtailment) across thousands of verified sources in more than 20 languages. Each alert is mapped to the affected parts and products and the value at risk is quantified. **Supplier risk:** profiles of more than one million suppliers covering financials, manufacturing locations, litigation, M&A activity, compliance, customers, competitors and sub-tier relationships, with a stable / medium / high risk status. **Workflow and case management:** PCN (product change notification) handling, obsolescence case management to IEC 62402 (through the AMSYS LCM Client), supplier outreach and evidence-collection campaigns, and regulatory submission generation (through Z2 Enterprise Hub). **Services:** hands-on support, advisory services and professional services from domain experts, materials researchers and compliance researchers. ### Business model and revenue model | Revenue stream | Description | Relative weight | |---|---|---| | Platform subscriptions | Module licences for Part Risk Manager, Compliance Manager, Supply Chain Watch, Supplier Insights, Sub-Tier Intelligence, PCN Manager, Enterprise Hub | Core (majority) | | Data integration / API and embedded data | Data delivered inside third-party tools such as Altium 365 and into customer PLM/ERP systems via PLM Vault and APIs | Growing | | Software licences (LCM Client) | AMSYS Life Cycle Management Client, sold mainly to European industrial, rail and aerospace customers | Added in 2025 through acquisition | | Professional and advisory services | Compliance campaigns, data scrubbing, supplier outreach, custom analyses | Supporting | Z2Data runs a B2B SaaS subscription model, sold mainly as annual enterprise licences by module. The company does not publish its mix, but the visible pattern is: **Platform subscriptions:** Description: Module licences for Part Risk Manager, Compliance Manager, Supply Chain Watch, Supplier Insights, Sub-Tier Intelligence, PCN Manager, Enterprise Hub; Relative weight: Core (majority) **Data integration / API and embedded data:** Description: Data delivered inside third-party tools such as Altium 365 and into customer PLM/ERP systems via PLM Vault and APIs; Relative weight: Growing **Software licences (LCM Client):** Description: AMSYS Life Cycle Management Client, sold mainly to European industrial, rail and aerospace customers; Relative weight: Added in 2025 through acquisition **Professional and advisory services:** Description: Compliance campaigns, data scrubbing, supplier outreach, custom analyses; Relative weight: Supporting The go-to-market mixes enterprise direct sales with a product-led funnel: the website offers free sign-up ("Try Z2D for free, no credit card required") and comparison landing pages aimed at users of SiliconExpert, Accuris (formerly IHS Markit's parts intelligence business) and Source Intelligence. Pages are localized into Japanese, Korean, Polish, Turkish, Portuguese, Vietnamese, Thai, Dutch, German, French, Spanish and Italian, which points to an international customer base. ### Value chain position Z2Data sits in the information and decision-support layer of the electronics and semiconductor value chain. It does not make components, run fabs or distribute parts. Its data describes the whole chain — component manufacturers, foundries and IDM fabs, OSAT assembly and test sites, distributors, EMS providers and OEMs — and it sells to the downstream buyers of components (OEMs and EMS companies) and increasingly to the upstream semiconductor ecosystem. That is why it appears in industry coverage of semiconductor supply chain traceability software: its ability to map a part to a specific fab or assembly site, and to show which other suppliers share that site, is a traceability function for the semiconductor supply chain. Z2Data is independent of component distributors. This contrasts with SiliconExpert, which is owned by Arrow Electronics, and it is a point the company uses in competitive positioning. ### Customer types and end markets | End market | Typical use case | |---|---| | Semiconductors and electronic components | Fab/site exposure mapping, sub-tier and shared-site risk, export-control screening | | Consumer electronics | BOM risk scoring, obsolescence forecasting, RoHS/REACH compliance | | Aerospace and defence | Long-lifecycle obsolescence management, counterfeit screening, ITAR/EAR and sanctions exposure | | Healthcare and medical devices | Compliance evidence, last-time-buy planning, sole-source risk | | Automotive | Multi-tier mapping, PFAS and substance compliance, disruption monitoring | | Telecommunications and networking | Component lifecycle and supply continuity for infrastructure products | | Industrial and rail | IEC 62402 obsolescence case management (AMSYS LCM Client) | | Energy technology | Supplier and component risk for inverters and smart-grid hardware | The company serves compliance, engineering, procurement and supply chain teams at global OEMs. Logos published by Z2Data include Qualcomm, Teradyne, NetApp, Palo Alto Networks, Dell, Airbus, Enphase, Plexus, Itron, Rakon, Airgain, PDW, QSC and Techtronic Industries. The AMSYS business adds European rail operators and rail-equipment makers, as well as aerospace and defence organisations; AMSYS's published references have included Deutsche Bahn, Knorr-Bremse, ÖBB-Technische Services, Swiss Federal Railways, Stadler Pankow and Airbus Defence and Space. **Semiconductors and electronic components:** Typical use case: Fab/site exposure mapping, sub-tier and shared-site risk, export-control screening **Consumer electronics:** Typical use case: BOM risk scoring, obsolescence forecasting, RoHS/REACH compliance **Aerospace and defence:** Typical use case: Long-lifecycle obsolescence management, counterfeit screening, ITAR/EAR and sanctions exposure **Healthcare and medical devices:** Typical use case: Compliance evidence, last-time-buy planning, sole-source risk **Automotive:** Typical use case: Multi-tier mapping, PFAS and substance compliance, disruption monitoring **Telecommunications and networking:** Typical use case: Component lifecycle and supply continuity for infrastructure products **Industrial and rail:** Typical use case: IEC 62402 obsolescence case management (AMSYS LCM Client) **Energy technology:** Typical use case: Supplier and component risk for inverters and smart-grid hardware ### Company description and independent characterization **Company's own description:** Z2Data says it brings depth, connectivity and transparency to the technology industry supply chain, exposing supply chain vulnerabilities and enabling rapid strategic action and long-term planning for supply chain risk mitigation. It frames its mission as helping OEMs close gaps in supply chain visibility by combining its databases with AI, domain experts, automated workflows and professional services. **Independent characterization:** Z2Data is best understood as a data-operations company with a software front end. Its competitive moat is the cost and scale of human-plus-machine data curation: a data team of more than 500 people, concentrated in Egypt, that has built component, supplier, site and minerals databases from scratch. That lets a company of its size claim data coverage comparable to incumbents with decades of history. Since 2024 it has moved from point tools toward a unified "system of record for supply chain risk and compliance" (Z2 Enterprise Hub) with AI agents on top. That move pushes it toward the territory of broader SCRM platforms such as Everstream, Interos and Resilinc, while keeping the electronics part-level depth those platforms generally lack.

yieldHUB is an Irish, founder-led specialist in semiconductor yield management and test-data analytics. Since 2005 it has helped fabless chip companies, integrated device manufacturers (IDMs), outsourced semiconductor assembly and test (OSAT) providers and foundries collect, clean, correlate and analyse wafer-probe and final-test data. The goal is higher yield, lower scrap, faster root-cause analysis and quicker time-to-market. Its enterprise platform is offered in the cloud, on-premise or in secure private hosting. In 2026 the company formally launched yieldHUB Live, a tester-agnostic, real-time test-floor intelligence layer that raises overall equipment effectiveness (OEE), first-pass yield and tester capacity while lots are still running. Customers include Allegro MicroSystems, Microchip, Diodes, Infineon and Raspberry Pi, along with a long list of fabless start-ups in RF, power, photonics and satellite communications. With roughly 50 staff and a reputation for very fast engineer-led support, yieldHUB competes as a nimble, test-focused alternative to the yield-analytics portfolios of PDF Solutions, Synopsys, KLA and Onto Innovation. --- ### What the company does yieldHUB develops and sells software that turns the very large volumes of data produced during semiconductor testing into usable engineering and operational insight. Every chip passes through wafer probe (electrical test while still on the wafer) and final test (after packaging), and many go through characterisation and reliability testing. These steps produce standard test data format (STDF) and many proprietary data logs, spread across test houses, testers, sites and countries. yieldHUB's core platform gathers this data, automatically cleans it, puts it in a consistent structure and gives engineers analysis and reporting tools. These cover yield trends, bin and parametric analysis, process capability (Cp/Cpk), outlier detection, wafer maps, traceability, characterisation, wafer acceptance test / process control monitoring (WAT/PCM) correlation and customer-return investigation. The company states that the platform analyses billions of chips each year across global production sites. In October 2026 it described the platform as supporting more than 60 billion chips. The company's own materials say it supports manufacturers in 21 countries; an October 2026 industry article put the figure at 13 countries. Since 2024–2026 the company has added a second layer: yieldHUB Live, real-time test-floor intelligence. Rather than analysing a lot after it has finished testing, Live processes probe and final-test results device by device while the lot is still on the prober or handler. It ranks operational issues by severity, recommends operator actions and, where enabled, connects to handlers and testers to automate responses. It is designed to raise tester utilisation and OEE, cut unnecessary retest and catch yield and parametric drift early. ### The company's own description In its 2026 corporate materials, yieldHUB describes itself as a semiconductor yield management and test-data analytics company headquartered in Limerick, Ireland. It says it has spent more than 21 years helping semiconductor companies collect, centralise and analyse production and test data to improve yield, quality and time-to-market. It frames its mission around "trusted data", faster decisions and real-time visibility across semiconductor manufacturing. It also says it centralises and cleans test data so engineers do not have to, saving each engineer hours a day. ### Independent characterisation yieldHUB is a niche, vertically focused industrial-software vendor positioned at the test and assembly stage of the semiconductor value chain, not at front-end wafer fabrication. Its natural buyers are product engineers, test engineers, yield engineers, quality and reliability teams and test-floor operations managers. Its customers range from early-stage fabless start-ups that outsource all manufacturing to multi-site IDMs that run their own test floors. The company has long specialised in high-reliability end markets (automotive, aerospace and defence, industrial, medical), where outlier detection, traceability and long data retention are compliance requirements, not optional extras. Three features set its model apart: 1. **Engineer-built product and engineer-led support.** The founder spent 17–18 years as a test engineer at Analog Devices, and the company markets the platform as designed by product and test engineers. Support is a stated differentiator: a median first response time of 5 minutes in 2024 and customer satisfaction of about 95% on closed tickets, against a global benchmark of 74%. 2. **Tester- and data-format-agnostic architecture.** The platform accepts STDF and other industry formats. yieldHUB Live works with legacy and next-generation testers, including non-STDF data streams, and needs no new hardware and no changes to test programs. 3. **Deployment flexibility.** Cloud, on-premise and secure private hosting options suit customers in regulated and export-controlled environments. ### Business and revenue model | Revenue stream | Nature | Evidence | |---|---|---| | Enterprise YMS subscriptions (cloud / hosted) | Recurring, per-user or enterprise licence | Directory pricing listing; SaaS positioning; multi-year renewals | | On-premise / private-hosted licences | Recurring licence plus support | Deployment options listed on the company website | | yieldHUB Live | Recurring software layer on the test floor | Formally launched April 2026; commercial terms not publicly disclosed | | NPI / characterisation module | Add-on module | yieldHUB NPI and the earlier yieldHUB Characterize module | | Advisory, consulting and custom software | Services | Advisory/consulting listed among company objectives; custom yield and reliability software noted by industry press | | Training and customer success | Bundled service | Online training for new users, ticketing system, resource library | yieldHUB does not publish its revenue mix. Public evidence points to a predominantly recurring software-subscription model: - It is described in software directories as a SaaS company. One major directory lists a starting price of €10,000 with a per-user pricing model. - It signs multi-year contracts: Diodes Incorporated signed a multi-year agreement in 2019 to keep using yieldHUB for at least five more years, after starting in 2010. - It earns some services revenue from implementation, training, advisory and consulting. Industry coverage also notes that it builds custom yield and reliability software for chip companies in aerospace, automotive and AI. - yieldHUB Live is positioned around measurable OEE and capacity outcomes. Its commercial terms are not publicly disclosed. **Enterprise YMS subscriptions (cloud / hosted):** Nature: Recurring, per-user or enterprise licence; Evidence: Directory pricing listing; SaaS positioning; multi-year renewals **On-premise / private-hosted licences:** Nature: Recurring licence plus support; Evidence: Deployment options listed on the company website **yieldHUB Live:** Nature: Recurring software layer on the test floor; Evidence: Formally launched April 2026; commercial terms not publicly disclosed **NPI / characterisation module:** Nature: Add-on module; Evidence: yieldHUB NPI and the earlier yieldHUB Characterize module **Advisory, consulting and custom software:** Nature: Services; Evidence: Advisory/consulting listed among company objectives; custom yield and reliability software noted by industry press **Training and customer success:** Nature: Bundled service; Evidence: Online training for new users, ticketing system, resource library ### Value-chain position | Value-chain stage | yieldHUB role | |---|---| | Design / NPI | Characterisation, drift analysis, Gage R&R, correlation of silicon results to design targets (yieldHUB NPI) | | Front-end fab | Indirect: WAT/PCM data correlation with test results | | Wafer probe | Core: wafer maps, bin/parametric analysis, outlier detection, real-time probe monitoring (Live) | | Assembly / packaging | Traceability across lots, wafers and packaged units; advanced-packaging and chiplet data support | | Final test | Core: yield and bin analysis, retest reduction, OEE optimisation (Live) | | Reliability / qualification | Combines reliability data with electrical and optical data (for example, in photonics) | | Field / customer returns | Customer-return root-cause analysis using historical test data | **Design / NPI:** yieldHUB role: Characterisation, drift analysis, Gage R&R, correlation of silicon results to design targets (yieldHUB NPI) **Front-end fab:** yieldHUB role: Indirect: WAT/PCM data correlation with test results **Wafer probe:** yieldHUB role: Core: wafer maps, bin/parametric analysis, outlier detection, real-time probe monitoring (Live) **Assembly / packaging:** yieldHUB role: Traceability across lots, wafers and packaged units; advanced-packaging and chiplet data support **Final test:** yieldHUB role: Core: yield and bin analysis, retest reduction, OEE optimisation (Live) **Reliability / qualification:** yieldHUB role: Combines reliability data with electrical and optical data (for example, in photonics) **Field / customer returns:** yieldHUB role: Customer-return root-cause analysis using historical test data ### Customer types and end markets | Customer | Type / segment | Relationship detail | |---|---|---| | Allegro MicroSystems | IDM; magnetic sensors and power ICs, mostly automotive | yieldHUB Live deployed at its highest-volume test site in the Philippines; Allegro engineers extended it to dozens more testers | | Microchip Technology | IDM | Long-time customer; used across several divisions worldwide | | Diodes Incorporated | IDM (Plano, Texas) | Customer since 2010; five-year renewal signed September 2019; used by divisions in China, the US, the UK and mainland Europe | | Infineon | IDM | Named as a customer in company and industry materials | | Intel | IDM | Named as a blue-chip client (2024) | | LG / LG Electronics | Electronics / semiconductors | Named as a client | | Snap Inc. | Technology / devices | Named as a client (2024) | | Raspberry Pi | Computing hardware / silicon | Named customer | | TDK | Components / sensors | Named on the company website | | Vicor Corporation | Power modules | Named on the company website | | Integra Technologies | Test services (OSAT) | Named on the company website | | Ambiq | Fabless, ultra-low-power SoCs | Named on the company website | | indie Semiconductor | Fabless, automotive | Named on the company website | | EnSilica | Fabless ASIC (UK) | Chose yieldHUB for yield management and outlier detection, June 2019 | | Movandi | Fabless RF / 5G start-up | Customer from December 2019 | | Empower Semiconductor | Fabless power-management start-up | Customer from around early 2021 | | Picocom | Fabless Open RAN baseband SoCs (Bristol, UK) | Customer from August 2023 | | Sofant Technologies | Satellite-communications phased arrays (Edinburgh) | Chose yieldHUB as its primary yield analysis partner, September 2025 | | NewPhotonics | Fabless photonic IC designer | Selected yieldHUB in 2025 after a global search; announced April 2026 | **Customer types served:** fabless companies, IDMs, OSATs, foundries, semiconductor equipment manufacturers, advanced-packaging providers, reliability and qualification organisations, and research fabs, national labs and institutes. **Industries served:** automotive; aerospace and defence; industrial electronics; consumer electronics; telecommunications and networking; computer and peripheral equipment; AI and high-performance computing; medical and safety-critical semiconductors; power semiconductors (SiC and GaN); data centre and cloud; edge AI and embedded intelligence; hard disk drives. **Device types supported:** logic and SoC; analog and mixed-signal; memory; power and wide-bandgap; RF and connectivity; MEMS and sensors; photonics and optoelectronics; and advanced architectures including AI accelerators, chiplets and advanced-node silicon. **Publicly named customers:** **Allegro MicroSystems:** Type / segment: IDM; magnetic sensors and power ICs, mostly automotive; Relationship detail: yieldHUB Live deployed at its highest-volume test site in the Philippines; Allegro engineers extended it to dozens more testers **Microchip Technology:** Type / segment: IDM; Relationship detail: Long-time customer; used across several divisions worldwide **Diodes Incorporated:** Type / segment: IDM (Plano, Texas); Relationship detail: Customer since 2010; five-year renewal signed September 2019; used by divisions in China, the US, the UK and mainland Europe **Infineon:** Type / segment: IDM; Relationship detail: Named as a customer in company and industry materials **Intel:** Type / segment: IDM; Relationship detail: Named as a blue-chip client (2024) **LG / LG Electronics:** Type / segment: Electronics / semiconductors; Relationship detail: Named as a client **Snap Inc:** Type / segment: Technology / devices; Relationship detail: Named as a client (2024) **Raspberry Pi:** Type / segment: Computing hardware / silicon; Relationship detail: Named customer **TDK:** Type / segment: Components / sensors; Relationship detail: Named on the company website **Vicor Corporation:** Type / segment: Power modules; Relationship detail: Named on the company website **Integra Technologies:** Type / segment: Test services (OSAT); Relationship detail: Named on the company website **Ambiq:** Type / segment: Fabless, ultra-low-power SoCs; Relationship detail: Named on the company website **indie Semiconductor:** Type / segment: Fabless, automotive; Relationship detail: Named on the company website **EnSilica:** Type / segment: Fabless ASIC (UK); Relationship detail: Chose yieldHUB for yield management and outlier detection, June 2019 **Movandi:** Type / segment: Fabless RF / 5G start-up; Relationship detail: Customer from December 2019 **Empower Semiconductor:** Type / segment: Fabless power-management start-up; Relationship detail: Customer from around early 2021 **Picocom:** Type / segment: Fabless Open RAN baseband SoCs (Bristol, UK); Relationship detail: Customer from August 2023 **Sofant Technologies:** Type / segment: Satellite-communications phased arrays (Edinburgh); Relationship detail: Chose yieldHUB as its primary yield analysis partner, September 2025 **NewPhotonics:** Type / segment: Fabless photonic IC designer; Relationship detail: Selected yieldHUB in 2025 after a global search; announced April 2026

proteanTecs supplies what it calls "deep data" visibility for advanced electronics. Its business is built on tiny monitoring circuits ("Agents") licensed as hardware IP and embedded inside customers' chips. They produce parametric telemetry from first silicon through wafer sort, final test, system assembly and years of field operation. A machine-learning analytics platform turns that telemetry into decisions on yield, quality, power, performance and reliability. The company sits between the semiconductor design ecosystem (EDA, IP, ASIC houses), manufacturing and test (foundries, OSATs, ATE vendors) and end operators (cloud hyperscalers, automotive OEMs, telecom). Its strategic investors include Intel Capital, Samsung Catalyst Fund, Arm, Siemens, MediaTek, Advantest, Porsche SE and TOPPAN, which places it inside the supply chains of its own investors. Silicon-proven IP on TSMC's N2P node and adoption by AI-accelerator makers such as Rebellions, FuriosaAI and SAPEON put it at the leading edge of AI-era silicon. Its central claim is that chip health can be measured continuously rather than inferred from pass/fail tests. That makes it a horizontal data layer for the whole chip lifecycle. **What the company does.** proteanTecs develops and licenses on-chip monitoring IP and sells software applications that analyze the telemetry those monitors produce. Customers integrate the monitoring IP into their system-on-chip (SoC), ASIC or chiplet designs at the design stage. Once the silicon is manufactured, the monitors report timing margins, workload stress, voltage and thermal conditions, process classification and interconnect signal quality. The proteanTecs analytics platform, deployed in the cloud (including AWS-hosted virtual private cloud set-ups) or at the edge, applies machine learning to the data. It flags marginal dies, predicts degradation, tunes supply voltage for power savings and detects latent or intermittent faults before they become field failures. **Company self-description.** The company describes itself as the leading provider of health and performance management solutions for advanced electronics. It says it is trusted by global leaders in the cloud, AI, automotive, communications and mobile markets, and that it provides system health and performance monitoring from production through to the field. **Independent characterization.** proteanTecs is best understood as a silicon lifecycle management (SLM) company with a data-platform business model. Three features distinguish it from traditional EDA or test analytics vendors: 1. **Data origin.** Most yield and test analytics platforms work on data that ATE and fab tools already produce. proteanTecs creates new data by putting its own sensors inside the die. That gives it a proprietary data source no downstream analytics vendor can copy without its IP being in the silicon. 2. **Lifecycle span.** The same monitors keep reporting after deployment. That enables in-field use cases such as adaptive voltage scaling, functional-safety monitoring and reliability-availability-serviceability (RAS) for data centers, which extend well beyond manufacturing. 3. **Ecosystem embedding.** The company has integrated into partners' flows, not tried to displace them: ASIC houses (GUC, Alchip, MegaChips), processor IP vendors (Arm, Andes, Akeana, CEVA), test equipment (Teradyne, Advantest), EDA and analytics (Siemens Tessent, PDF Solutions Exensio, Gubo OneData) and foundry programs (TSMC 3DFabric Alliance, the Intel Foundry Accelerator IP Alliance). **Business and revenue model.** The company does not disclose its revenue mix. Based on its offering structure, revenue likely comes from four streams: **Hardware IP licensing:** Description: License fees for embedding monitoring Agents into customer designs, typically per design or per product family; Character: Upfront / design-win driven **Software and analytics subscriptions:** Description: Access to the proteanTecs analytics platform and applications for characterization, production and field use; Character: Recurring **Production and field deployment fees:** Description: Fees tied to devices or systems monitored in volume production or the field (pricing basis not publicly disclosed); Character: Volume-linked, recurring **Engineering and customer-success services:** Description: Integration, bring-up support and application engineering; Character: Services **Value chain position.** proteanTecs operates at the design–manufacturing–operations interface: **Architecture and design:** proteanTecs role: Monitoring IP inserted into RTL / physical design; Representative partners and customers: Arm Total Design, Andes, Akeana, CEVA, Siemens EDA **ASIC / design services:** proteanTecs role: Monitoring offered as a default option in custom SoC platforms; Representative partners and customers: GUC, Alchip, MegaChips, Alphawave Semi **Foundry and process:** proteanTecs role: IP validated on leading-edge nodes; Representative partners and customers: TSMC (N2P; 3DFabric Alliance), Intel Foundry **Advanced packaging and OSAT:** proteanTecs role: Per-chiplet screening, pre- to post-packaging correlation; Representative partners and customers: Amkor (joint webinar, 2026), TSMC 3DFabric **Test (wafer sort, final test, system-level test):** proteanTecs role: ML-driven telemetry analytics on ATE; Representative partners and customers: Teradyne, Advantest **System production:** proteanTecs role: Parametric visibility during functional test; Representative partners and customers: System makers, hyperscalers **Field operations:** proteanTecs role: Power optimization, RAS, functional safety, degradation tracking; Representative partners and customers: Cloud hyperscalers, AI-accelerator makers, automotive **Customer types and end-markets.** Customers include semiconductor vendors (fabless and IDMs), AI-accelerator developers (Rebellions, FuriosaAI, SAPEON), connectivity silicon vendors (Astera Labs), ASIC design houses, cloud hyperscalers and system makers, and automotive suppliers. The company says it is already established with cloud hyperscalers and leading semiconductor companies and is expanding into automotive, consumer electronics and telecommunications.

ALTEN is Europe's largest independent engineering and technology consulting (ETC) group. It describes itself as a world leader in engineering and IT services. Its roughly 58,700 staff, about 88% of them engineers, carry out outsourced R&D, product design, embedded systems, test and validation, manufacturing engineering and IT services for the technical and IT departments of large industrial, telecoms, energy, finance and public-sector clients. In FY2025 the group earned €4,099.0m of revenue. Engineering accounts for about 70% of activity and IT services for about 30%. ALTEN sits upstream in its clients' value chains, selling engineering time, work packages and outsourced projects instead of physical products. In the semiconductor ecosystem its main asset is ACL Digital, which offers chip-to-cloud services: RTL design, design verification and DFT, physical design, analog layout, post-silicon validation, CAD flows and PDK/IP qualification. ACL Digital has more than 1,600 semiconductor and embedded engineers worldwide, built in part through the Si2Chip (2018) and Wafer Space (2019) acquisitions. The group also provides semiconductor test and digital design engineers in Germany and France. After two years of organic decline driven by automotive, ALTEN returned to organic growth in Q2 2026 under new CEO Cyril Malargé. --- ### What the company does ALTEN provides engineering and technology consulting and IT services. Its core work is designing and running R&D, engineering and information-system projects on behalf of large corporate clients. Typical assignments include: **Product and systems engineering:** mechanical and electrical/electronic (E/E) design, embedded software, simulation, systems engineering, functional safety, certification support, test and validation. **Manufacturing and supply-chain engineering:** industrialisation, production engineering, quality, supply chain, after-sales and technical documentation. **Network and telecoms engineering:** network architecture, deployment and operations engineering. **IT services:** consulting and software development, data analytics and AI, cloud, infrastructure and network services, and cybersecurity. The 2026 acquisition of KLANIK added specialised IT practices in Data & AI, DevOps/Cloud, Cybersecurity, Software and Product/Agility. **Semiconductor and electronics engineering:** VLSI front-end and back-end design, design verification, DFT, physical design, analog circuit layout, post-silicon validation, FPGA/ASIC design, PCB design, and test programmes for automatic test equipment (for example Teradyne J750 platforms) at front-end semiconductor sites. ACL Digital in India and the US is the specialist arm. ALTEN Germany (Munich) and ALTEN France recruit semiconductor test, digital design and FPGA/ASIC engineers. **Energy and utilities control-command and digital systems:** delivered through Worldgrid, acquired from Atos in December 2024. ALTEN describes itself as a European leader in engineering and technology consulting that carries out design and research projects for the technical and IT divisions of major clients in industry, telecoms and services. Its 2025 and 2026 communications use the wording "a world leader in Engineering and IT Services." ### Business and revenue model | Revenue model | Description | Relative weight | |---|---|---| | Time-and-materials / technical assistance | Consultants billed on daily rates to client technical departments | Historically the largest share. The exact mix is not publicly disclosed | | Work packages / fixed-price projects | ALTEN takes responsibility for a defined deliverable, often run from its own centres | Growing share, driven by offshore and nearshore delivery | | Outsourced engineering and IT centres / managed services | Multi-year delegated activities, including offshore delivery | Growing. About 9,000 engineers in offshore centres at end-2025, with a target of more than 20,000 | ALTEN sells engineering and IT capacity and outcomes, not products. Its revenue comes from three main contract types: **Time-and-materials / technical assistance:** Description: Consultants billed on daily rates to client technical departments; Relative weight: Historically the largest share. The exact mix is not publicly disclosed **Work packages / fixed-price projects:** Description: ALTEN takes responsibility for a defined deliverable, often run from its own centres; Relative weight: Growing share, driven by offshore and nearshore delivery **Outsourced engineering and IT centres / managed services:** Description: Multi-year delegated activities, including offshore delivery; Relative weight: Growing. About 9,000 engineers in offshore centres at end-2025, with a target of more than 20,000 ALTEN has no meaningful product, licence or subscription revenue. Under IFRS 15, revenue is recognised over time as services are rendered or by percentage of completion on fixed-price projects. This shows up as client contract assets (€383.6m at 30 June 2026) and contract liabilities (€229.8m). The business has four main economic drivers: billable headcount, utilisation (the inter-contract or "bench" rate), daily rates and working days. Working days matter a lot. In H1 2025, 1.5 fewer working days than the prior year was a major cause of a 110 basis-point fall in the margin on activity. ### Value-chain position ALTEN sits between the original equipment manufacturer (OEM) or integrated device manufacturer (IDM) and its supply base, as an extension of client R&D and engineering departments. In the semiconductor supply chain it is a design-services and engineering-services partner. It works for fabless companies, IDMs, foundry-adjacent design-enablement teams (PDK and IP qualification, sign-off flows in line with foundry requirements such as TSMC's) and electronic design automation (EDA) ecosystem players. It does not operate fabs, sell equipment or own semiconductor IP. ### Customers and end markets | End market | Share of FY2025 revenue (%) | |---|---| | Retail, services, media and public sector | 16.4 | | Aerospace | 15.5 | | Automotive | 15.2 | | Energy | 11.9 | | Defence, security and naval | 8.8 | | Banking, finance and insurance | 8.8 | | Industrial equipment and electronics | 8.5 | | Life sciences | 7.7 | | Telecommunications | 4.5 | | Rail | 2.7 | | Market grouping | Share of H1 2026 revenue (%) | |---|---| | Energy, life sciences and industrial equipment | 31.1 | | Aerospace, defence, security and naval | 27.3 | | Retail, services, media and public sector | 24.9 | | Automotive and rail | 16.7 | FY2025 revenue by end market: **Retail, services, media and public sector:** Share of FY2025 revenue (%): 16.4 **Aerospace:** Share of FY2025 revenue (%): 15.5 **Automotive:** Share of FY2025 revenue (%): 15.2 **Energy:** Share of FY2025 revenue (%): 11.9 **Defence, security and naval:** Share of FY2025 revenue (%): 8.8 **Banking, finance and insurance:** Share of FY2025 revenue (%): 8.8 **Industrial equipment and electronics:** Share of FY2025 revenue (%): 8.5 **Life sciences:** Share of FY2025 revenue (%): 7.7 **Telecommunications:** Share of FY2025 revenue (%): 4.5 **Rail:** Share of FY2025 revenue (%): 2.7 H1 2026 revenue by market grouping: **Energy, life sciences and industrial equipment:** Share of H1 2026 revenue (%): 31.1 **Aerospace, defence, security and naval:** Share of H1 2026 revenue (%): 27.3 **Retail, services, media and public sector:** Share of H1 2026 revenue (%): 24.9 **Automotive and rail:** Share of H1 2026 revenue (%): 16.7 Clients are mainly large multinationals: aircraft and engine OEMs and their tier-1 suppliers, defence primes, carmakers and tier-1s, utilities, banks, telecoms operators, semiconductor and electronics companies, and life-sciences groups. **Independent characterisation.** ALTEN's model rests on a decentralised network of "business managers" (account managers drawn from engineering graduates) and a large engineer base. It earns mid-to-high single-digit margins on activity with very low capital intensity: capex was 0.3% of revenue in FY2025 and 0.4% in H1 2026. Its main exposure is to client R&D budgets. The 2024–2025 downturn showed this clearly, with automotive revenue down about 16% in 2025. In 2026 the mix is shifting decisively toward aerospace, defence, naval, rail and energy. Semiconductors are a niche but strategically relevant capability within the "industrial equipment and electronics" and "telecoms" verticals, and they underpin ACL Digital's chip-to-cloud positioning in India and the US.