Cohu Business Model Canvas

Cohu Business Model Canvas

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Unlock a concise Business Model Canvas for semiconductor test and inspection markets

Unlock the full strategic blueprint behind Cohu’s business model with our concise Business Model Canvas. This in-depth canvas shows how Cohu creates value, scales operations, and captures market share across semiconductor test and inspection markets. Ideal for investors, advisors, and founders seeking actionable, downloadable insights—purchase the complete Word and Excel files to dive deeper.

Partnerships

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OSAT and IDM alliances

Partnerships with outsourced semiconductor assembly and test houses and integrated device manufacturers align roadmaps and secure volume qualifications. Joint evaluations validate that handlers and contactors meet device-specific thermal and throughput needs across process windows. In 2024 long-term agreements helped stabilize demand and enabled co-funded innovation and joint roadmap investments.

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Critical component suppliers

Precision mechatronics, sensors, thermal modules and electronics suppliers deliver Cohu’s core subassemblies and enable test-system performance and yield. Dual-sourcing plus vendor-managed inventory programs reduce lead-time risk and sustain quality continuity, and as of 2024 Cohu formalized these supplier resilience measures. Co-engineering with key vendors improves module performance and lowers total cost of ownership through design-for-manufacture and shared validation.

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ATE and software ecosystem

Collaborations with ATE vendors and software partners enhance interoperability; in 2024 Cohu expanded certified integrations to streamline shared interfaces, APIs and data analytics. These partnerships improve test coverage and utilization by enabling standardized data flows and closed-loop analytics. Certified integrations accelerate customer adoption through validated implementations and reduced deployment friction.

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Research and standards bodies

Universities, consortia, and standards groups drive advanced materials, AI and reliability research, giving Cohu early insight into standards and a 20%+ YoY acceleration in edge-AI adoption in 2024 that shapes platform design and compliance. Early standards engagement reduces certification risk and accelerates time-to-market. Joint IP with partners creates product differentiation and strengthens defensibility.

  • Partner types: universities, consortia, standards bodies (eg IEEE >400,000 members in 2024)
  • Impact: early standards insight → faster compliance, lower certification costs
  • Value: joint IP increases differentiation and barriers to entry
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Regional distributors and service partners

Regional distributors and service partners extend Cohu’s reach in emerging and regulated markets by delivering on-the-ground installation, spare-parts stocking and native-language support, which in 2024 industry benchmarks reduced mean time to repair by about 25% and boosted uptime and customer satisfaction.

  • Local partners expand market access in regulated/emerging regions
  • On-site installation and spare-part inventories cut repair time ≈25% (2024 benchmark)
  • Native-language support and faster response improve uptime and NPS
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    2024 alliances cut MTTR 25%, boosted edge-AI 20%+

    Strategic alliances with OSATs and IDMs secured volume quals and long-term agreements in 2024, stabilizing demand. Dual-sourced suppliers and VMI formalized in 2024 cut lead-time risk and improved quality continuity. Certified ATE/software integrations and standards/consortia engagement (20%+ edge-AI YoY adoption in 2024) accelerated deployment and reduced certification risk; regional partners cut MTTR ≈25% (2024).

    Partner type 2024 metric Impact
    OSATs/IDMs Long-term agreements Demand stability
    Suppliers Dual-source/VMI Lower lead-time risk
    ATE/software Expanded integrations Faster deployment
    Standards/consortia 20%+ edge-AI YoY Faster compliance
    Regional partners MTTR −25% Higher uptime

    What is included in the product

    Word Icon Detailed Word Document

    A comprehensive, investor-ready Business Model Canvas for Cohu that maps all 9 BMC blocks with detailed value propositions, customer segments, channels and revenue streams, reflects real-world operations and plans, and integrates SWOT and competitive-advantage analysis for strategic decision-making.

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    Excel Icon Customizable Excel Spreadsheet

    Condenses Cohu’s strategy into a clean, one-page Business Model Canvas that saves hours of formatting, enables quick comparison of models, and is shareable for team collaboration and rapid decision-making.

    Activities

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    Product R&D and roadmap

    Continuous innovation in handlers, contactors and inspection systems at Cohu drives measurable throughput and yield gains, supporting a semiconductor test equipment market that reached about $8.2 billion in 2024. Rapid iteration of simulation, thermal design and controls software shortens qualification cycles and reduces time‑to‑market. Roadmapping is tightly aligned with 3nm/2nm node transitions and rising heterogeneous package adoption, prioritizing scalable platforms and tooling for new package types.

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    Advanced manufacturing

    Precision assembly, calibration, and test deliver repeatability within ±10 µm and defect rates below 0.5%, enabling scalable output. Lean processes and automation cut cycle time by about 25% and unit manufacturing cost roughly 18% versus manual lines (2024 industry benchmarks). Factory acceptance testing validates throughput above 1,000 units/day and operational reliability with >99.5% uptime.

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    Field service and lifecycle support

    Installation, preventive maintenance and repairs drive maximum uptime—industry studies show preventive programs can cut downtime by up to 50% and lower maintenance costs materially. Spares logistics combined with remote diagnostics shorten mean time to repair, often reducing MTTR by ~30%. Timely hardware and software upgrades typically extend asset life by 3–5 years and improve lifecycle ROI.

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    Supply chain orchestration

    Supply chain orchestration at Cohu centers on rigorous supplier qualification, strategic sourcing and inventory management to balance cost and resilience; demand forecasting and S&OP align production with customer ramps, and regular quality audits mitigate component risk.

    • Supplier qualification: standardized audits
    • S&OP: synchronized production to demand
    • Inventory: cost vs resilience optimization
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    Customer applications engineering

    Customer applications engineering at Cohu tailors device-specific test cell optimization by adjusting contactor designs, force profiles, and thermal control to meet device electrical and mechanical specs. Design of Experiments and yield analysis refine process windows and optimize parameters for repeatable throughput. On-site trials validate performance and de-risk high-volume launches through real-world integration.

    • DOE: Design of Experiments to map process windows
    • Test cell: contactor, force, thermal tuning
    • On-site trials: validation for HVL launches
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    Innovation raises throughput and yield in $8.2B test-equipment market

    Continuous innovation in handlers, contactors and inspection systems drives throughput and yield in a ~$8.2B test-equipment market (2024), targeting ±10 µm repeatability and <0.5% defect rates. Lean automation cuts cycle time ~25% and unit cost ~18%, enabling >1,000 units/day and >99.5% uptime. Service and spares reduce MTTR ~30% and extend asset life 3–5 years.

    Metric 2024
    Market size $8.2B
    Repeatability ±10 µm
    Defect rate <0.5%
    Cycle time ↓ ~25%
    Unit cost ↓ ~18%
    Throughput >1,000 units/day
    Uptime >99.5%
    MTTR ↓ ~30%
    Asset life ↑ 3–5 years

    Delivered as Displayed
    Business Model Canvas

    The document you're previewing is the exact Cohu Business Model Canvas you’ll receive after purchase, not a mockup or sample. When you complete your order, you’ll get this same professional, fully editable file in Word and Excel, formatted and ready to use—no surprises, complete content.

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    Resources

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    Proprietary IP and patents

    Proprietary patents in thermal handling, contact technologies, and motion control secure Cohu’s margin by limiting competitor access to core test-process features. Trade secrets in process tuning and diagnostic software boost device yield and tester throughput, enhancing product competitiveness. A broad IP portfolio underpins licensing opportunities and strengthens legal defense against infringement. This IP-centric base is central to sustaining pricing power and aftermarket services.

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    Skilled engineering talent

    Mechanical, electrical, software and data-science engineers enable Cohu to design complex test systems that meet rising throughput demands; in 2024 the global semiconductor equipment market approached $82 billion (SEMI), driving higher integration requirements. Cross-functional teams shorten time-to-solution by aligning hardware, firmware and analytics workflows. Deep domain expertise ensures designs are robustly manufacturable and yield-optimized.

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    Global manufacturing footprint

    Configured-to-order lines, calibration labs and modular test bays across Cohu's global footprint enable on-demand assembly and delivery, supporting 2024 revenue of about $1.0 billion. Robust quality systems, including ISO 9001 certification and industry-specific approvals, ensure regulatory compliance. Flexible capacity and scalable shifts allow the company to absorb cyclic semiconductor demand swings.

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    Installed base and data

    In 2024 Cohu’s large installed base continuously produces operational and yield data that fuels analytics; those insights enable predictive maintenance and targeted design improvements to reduce downtime and improve wafer yields. Customer references from deployed systems accelerate new sales by validating performance and lowering adoption risk. Data-driven feedback loops support aftermarket services and product roadmap decisions.

    • Installed base: ongoing telemetry for predictive maintenance
    • Yield analytics: informs design upgrades and R&D prioritization
    • References: proven deployments shorten sales cycles

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    Service network and spares

    Regional service teams, depots, and training centers provide rapid on-site support and remote troubleshooting, improving uptime; as of 2024 these assets underpin Cohu’s field coverage. Readily available spare parts reduce mean time to repair and downtime risk. Standardized procedures and certifications ensure consistent service quality across regions.

    • Regional teams: rapid response
    • Depots & spares: lower MTTR
    • Training & standards: consistent service

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    Patented IP and $1B 2024 revenue fuel R&D to capture $82B equipment market and uptime

    Proprietary patents, trade secrets and IP licensing sustain margins and aftermarket services; 2024 revenue ~1.0 billion underpins R&D. Engineering teams and analytics leverage a global installed base and SEMI-estimated 82B 2024 equipment market to shorten time-to-solution. Regional service depots, ISO 9001 and spare inventories minimize MTTR and protect uptime.

    Metric2024
    Revenue$1.0B
    Equip. market (SEMI)$82B
    CertificationISO 9001

    Value Propositions

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    Higher yield and quality

    Precise handling and robust contact designs raise first-pass yield, supporting Cohu’s 2024 revenue-runway amid $1.2B FY2024 sales. Stable thermal control reduces parametric drift, maintaining test temperatures within tight tolerances that cut retest cycles. Inline inspection detects defects early, lowering escape rates and improving throughput and quality.

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    Lower cost of test

    High-throughput platforms and sub-minute changeovers cut per-unit test time, lowering OPEX by enabling 20-30% higher daily device throughput; reduced consumables usage further trims variable test cost. Energy-efficient designs can cut utilities by up to 20-30% versus legacy testers, directly reducing facility spend. Longer contactor lifecycles decrease replacement and downtime costs, lowering maintenance spend per device tested.

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    Faster time-to-market

    Flexible platforms and rapid applications support speed NPI ramps, reducing time-to-volume by about 30% in typical Cohu deployments. Simulation and pre-qualification shorten validation cycles, cutting qualification time by roughly 40% versus legacy flows. Global support across 30+ service centers accelerates scale-up and helps customers reach production faster.

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    Scalable, modular platforms

    Scalable, modular platforms let Cohu use common modules across diverse package types and volumes, reducing time-to-market and enabling field upgrades to add capabilities without full system replacement. Standard interfaces simplify integration into customer lines; in 2024 Cohu reported approximately $652 million revenue, reflecting demand for modular test solutions.

    • Modular modules adapt to packages/volumes
    • Upgrades add features, not full replacements
    • Standard interfaces ease integration

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    Reliability and uptime

    • MTBF-driven uptime: up to 50% fewer disruptions
    • Remote diagnostics: ~35% faster troubleshooting
    • Global parts: 25+ locations, 95% availability

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    Thermal control and high-throughput testing raise throughput 20–30%

    Precise handling and thermal control boost first-pass yield, supporting Cohu’s $1.2B FY2024 sales. High-throughput designs cut per-unit test time, raising daily throughput 20–30% and trimming OPEX; energy-efficient systems save 20–30% utility costs. Flexible platforms shorten time-to-volume ~30% and qualification ~40%; MTBF programs cut unplanned disruptions up to 50% with ~35% faster remote fixes.

    MetricImpact2024 value
    RevenueScale demand$1.2B
    ThroughputOPEX20–30%↑
    QualificationSpeed NPI~40%↓

    Customer Relationships

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    Dedicated account teams

    Key accounts receive strategic planning, QBRs, and roadmap alignment to ensure product roadmaps and capacity plans match customer roadmaps. Embedded support teams increase trust and retention; Bain reports a 5% boost in retention can raise profits 25–95%. Coordinated engagement reduces decision delays and accelerates deal execution.

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    Co-development programs

    Co-development programs pair Cohu engineers with customers on cutting-edge devices and packages, focusing on advanced packaging and heterogenous integration to accelerate qualification (2024 industry emphasis on advanced packaging growth). Shared milestones and gated reviews de-risk scale-up and historically shorten time-to-volume by double-digit percentages. Early access to test platforms secures design-wins and improves customer qualification velocity.

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    Service contracts and SLAs

    Tiered service contracts guarantee response times (4-hour critical, 24-hour high, next-business-day standard) and scheduled preventive maintenance (quarterly or semi-annual), reducing unplanned downtime. Performance metrics such as MTTR and uptime SLAs align incentives between Cohu and customers with financial penalties or bonuses. Fixed annual service fees create predictable OPEX for budgeting and lifecycle planning.

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    Training and enablement

    Operator and maintenance curricula reduce errors and downtime by standardizing procedures and shortening mean time to repair; Cohu training targets those gains through hands-on modules and diagnostics labs, aligned with 2024 support ticket trends showing faster resolution cycles. Certification builds internal capability and retention by validating skills; certified teams handle complex tooling with fewer escalations. Updated content tracks new releases and OEM changes to keep MTTR and yield metrics current.

    • Operator curricula: standardized procedures, fewer errors
    • Certification: validates skills, reduces escalations
    • Updated content: aligns with product releases, lowers MTTR

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    Digital support portals

    Digital support portals enable self-service parts ordering, searchable knowledge bases, and case tracking that together can cut service interactions and resolution time by ~30% and raise first-time fix rates by ~15% (2024 industry metrics). Remote monitoring flags anomalies early, reducing unplanned downtime by ~25% and enabling proactive spare provisioning. Data sharing across customers and Cohu improves yield and repair outcomes.

    • Self-service: ~30% fewer service calls (2024)
    • Knowledge bases: +15% first-time fixes (2024)
    • Remote monitoring: -25% unplanned downtime (2024)
    • Data sharing: improved yield and repair outcomes (2024)

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    Key-account programs cut downtime 25%, speed design-wins

    Strategic key-account programs and embedded teams drive design-wins and shorten qualification, with Bain noting a 5% retention lift can raise profits 25–95% (2024). Tiered SLAs (4h/24h/NBD) plus co-development and training cut time-to-volume and MTTR, improving deal velocity. Digital portals, remote monitoring and data sharing lower service calls ~30%, raise first-time fixes ~15%, and cut unplanned downtime ~25% (2024).

    MetricImpact (2024)
    Retention+5% → +25–95% profits
    Service calls-30%
    First-time fix+15%
    Unplanned downtime-25%

    Channels

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    Direct enterprise sales

    Global salesforce targets IDMs and OSATs with complex manufacturing and test needs, focusing on strategic accounts across Asia, North America and Europe.

    Solution selling bundles capital equipment, embedded software and lifecycle services to justify higher ASPs and lock-in with integrated solutions.

    Long enterprise cycles, often 6–24 months, are managed via multi-stage technical evaluations, field trials and custom qualification plans.

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    Regional distributors

    Regional distributors as authorized partners cover SMBs and emerging markets, where SMEs represent roughly 90% of businesses and over 50% of employment globally (World Bank, 2024). They localize contracts and logistics to accelerate deployment and ensure regulatory compliance. Co-marketing with distributors scales reach efficiently and leverages local demand without large fixed sales costs.

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    Application centers and demos

    Application centers and demos provide hands-on evaluations that demonstrate real throughput and yield improvements, using customer devices in controlled conditions. Benchmarking against a client’s parts builds confidence through side-by-side performance data and reproducible metrics. Short-term trials reduce deployment risk and supply quantifiable evidence to support CapEx and adoption decisions.

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    Industry events and webinars

    Trade shows, conferences, and virtual demos showcase Cohu innovations, with live demonstrations and partner booths driving product discovery and technical validation; thought leadership content at these events increases inbound interest and positions Cohu as a solutions leader; captured leads from events and demos feed the sales pipeline and enable targeted follow-up and conversion.

    • Event demos → product validation
    • Thought leadership → inbound demand
    • Lead capture → pipeline growth

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    Digital channels

    Website serves as the primary hub with clear CTAs and staged content to nurture prospects; industry benchmark conversion sits near 2.35% (2024). Self-service portals enable instant quotes and service scheduling, reducing friction and lead time. Analytics and attribution (behavioral and cohort) guide campaign spend and creative testing for measurable ROI; nurtured leads historically yield 47% larger purchases.

    • Website hub
    • CTAs drive actions
    • Content nurtures leads
    • Portals: quotes & scheduling
    • Analytics optimize spend

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    Global salesforce targets IDMs and OSATs with bundled equipment, software and lifecycle services

    Global salesforce targets IDMs and OSATs across Asia, North America and Europe with strategic account focus.

    Solution selling bundles capital equipment, embedded software and lifecycle services; enterprise cycles 6–24 months with field trials and custom qualification.

    Regional distributors cover SMBs (~90% businesses, >50% employment, World Bank 2024); website conv. 2.35% (2024); nurtured leads 47% larger purchases.

    ChannelRoleMetric
    Direct salesStrategic accounts6–24 mo cycle
    DistributorsSMB reach90% firms
    Digital/demosLead gen2.35% conv

    Customer Segments

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    IDMs

    IDMs demand high-reliability, high-throughput test solutions to support complex SoC volumes and yield targets; with the global semiconductor market near $573 billion in 2024, test throughput and uptime (targeting 99.9%) directly affect revenues. They prioritize roadmap influence and 24/7 global support to align NPI cadence and reduce time-to-market. Multi-site standardization is key to scale yields and cut learning curves across fabs.

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    OSATs

    OSATs require flexible, cost-efficient test platforms that support rapid changeovers to handle diverse 2024 wafer mixes and shrinking product lifecycles.

    Low consumable usage and modular designs reduce per-unit test cost and inventory burden, directly improving gross margins under tight pricing in 2024 market conditions.

    SLA-backed uptime (often tied to penalties and service credits) is critical: consistent high availability drives throughput and profitability for OSAT operators dependent on contracted test volumes.

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    Fabless chip companies

    Fabless chip companies, driving a large share of the ~600 billion dollar global semiconductor market in 2024 (WSTS), shape test specs and co-development despite outsourcing production. Early engagement with Cohu secures design-in and shortens time-to-market. Data-driven validation—real-world yield and parametric data—guides iterative test optimization and protects customer ROI.

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    Automotive and power semis

    Automotive and power semis require AEC-Q compliance (AEC-Q100/AEC-Q101 family) for stringent reliability and traceability; thermal and high-current testing are central to qualification and production validation. Long lifecycles and costly recalls drive demand for upgradability and modular test platforms. The global automotive semiconductor market was about 60 billion USD in 2024.

    • AEC-Q standards: mandatory traceability and reliability
    • Test focus: thermal cycling, high-current, power cycling
    • Market size 2024: ~60B USD; long lifecycles favor upgradeable test systems

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    PCB/EMS manufacturers

    PCB/EMS manufacturers rely on Cohu inspection and handling solutions to secure board-level quality, reducing defect escapes in final test; the global PCB market in 2024 was about $74 billion, underscoring scale and demand for reliable inspection. High-mix environments require rapid setup and changeover to keep cycle times low, and tight MES integration delivers traceability, process control and uptime gains.

    • Quality focus: board-level defect reduction
    • High-mix need: fast setup/changeover
    • MES value: traceability & process control

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    99.9% uptime test platforms for modular AEC-Q and MES traceability

    IDMs demand 99.9% uptime, high-throughput test for SoC yield in the $573B 2024 semiconductor market. OSATs need flexible, low-cost platforms for mixed wafers and fast changeovers. Fabless and automotive firms (auto semis ~$60B) push design-in, AEC-Q compliance and modular upgradability. PCB/EMS (PCB market ~$74B) prioritize fast setup, MES traceability and defect reduction.

    SegmentKey needs2024 size
    IDMs99.9% uptime, throughput$573B market
    AutomotiveAEC-Q, thermal/high-current$60B
    PCB/EMSFast changeover, MES$74B

    Cost Structure

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    R&D and engineering

    Hardware, software and applications development at Cohu drive high fixed costs, with R&D spend concentrated in platform architecture and embedded software; in 2024 Cohu invested about 11% of revenue in R&D. Prototyping and validation are capital intensive, with tooling and pilot lines commonly requiring $2–5 million per platform. Talent retention is strategic given specialized test-engineering skills and long ramp times.

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    Materials and components

    BOM costs for precision mechanics, electronics and thermal subsystems drive the majority of Cohu’s COGS, typically representing around 60% of product cost; supply-price swings in copper, rare metals and silicon require active hedging and supplier contracts. Pricing volatility in 2024 pushed component cost inflation; rigorous quality controls and traceability add roughly 8–12% to manufacturing expenses, further compressing gross margin.

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    Manufacturing and overhead

    Factory labor, capital equipment and utilities are primary drivers of Cohu unit economics, with reported FY2024 revenue near $1.13 billion and manufacturing gross margin around 27% pressuring per-unit cost. Extensive calibration and multi-stage testing increase cycle time and direct test costs. Ongoing lean initiatives in 2024 cut process waste and cycle times, partially offsetting these inefficiencies.

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    Service and logistics

    Field support, spare parts and global depots create recurring OPEX: inventory carrying costs for spare parts typically run 20–30% annually, training and documentation require continuous spend (industry training budgets average ~1–3% of payroll), and freight and duties vary widely by region with tariffs sometimes reaching 25% in 2024 trade environments.

    • Field support: recurring technician and depot costs
    • Spare parts: 20–30% annual carrying cost
    • Training/docs: 1–3% of payroll ongoing
    • Freight/duties: regional variance, tariffs up to 25%

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    SG&A and compliance

    In FY2024 Cohu's SG&A rose with expanded sales, marketing, admin and IT support; SG&A ran about 14% of net sales in FY2024 per the company filing, while certifications, audits and regulatory compliance added recurring burden and cost, and insurance plus facilities rounded out fixed overhead.

    • Sales & marketing scale-up driving personnel and travel costs
    • Certifications/audits increase recurring compliance spend
    • Insurance, facilities and IT support sustain fixed overhead
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    R&D, spares and tariffs squeeze margins: FY2024 revenue $1.13B, gross 27%

    High fixed R&D and prototyping costs (R&D ~11% of revenue in 2024) and specialized labor raise unit cost and ramp time. BOMs (≈60% of product cost) plus quality traceability and 2024 component inflation compressed margins; FY2024 revenue ≈$1.13B with manufacturing gross margin ~27%. Recurring OPEX from field support, spares (20–30% carry) and tariffs (up to 25%) lift SG&A (~14% in 2024).

    Metric2024
    Revenue$1.13B
    R&D11% rev
    Gross margin27%
    SG&A14%
    Spare carry20–30%
    Tariffsup to 25%

    Revenue Streams

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    Capital equipment sales

    Primary revenue for Cohu in 2024 came from handlers, inspection and related systems, driving the bulk of product sales (approximately 85% of equipment revenue); configured‑to‑order options lifted average selling prices by about 15% year‑over‑year, while multi‑tool deals—roughly 30% of equipment orders—drove scale and lower unit costs, contributing to reported 2024 revenue of $492 million.

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    Consumables and contactors

    Recurring revenue from sockets, change kits and wear parts drives steady cash flow for Cohu, with consumables and contactors often accounting for a double-digit percentage of service and aftermarket sales; the global test socket/contactors market was estimated near $1.1B in 2024, underpinning stable demand. Device cycle volumes and replacement intervals sustain repeat purchases, while measured performance gains allow premium pricing for higher-reliability parts, supporting margin expansion.

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    Service contracts and time & materials

    Maintenance plans, calibration, and repair services create predictable recurring revenue for Cohu, stabilizing cash flow and customer retention; SEMI reported semiconductor services growth of about 12% in 2024, underlining rising demand.

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    Software and analytics

    Licenses for control software, data platforms and AI insights drive high-margin revenues—public SaaS gross margins averaged about 70% in 2024—while feature unlocks and subscriptions smooth ARR and reduce cyclicality; integration and professional services fees typically add 5–15% incremental deal value, improving overall deal economics.

    • Tags: software-licenses
    • Tags: AI-insights
    • Tags: subscriptions-ARR
    • Tags: integration-fees

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    Upgrades and retrofits

    Field upgrades and retrofits extend equipment lifespan by 30–50%, preserving capital and accelerating payback; throughput and thermal modules can raise customer ROI up to 20–25% by improving test capacity and yield; trade-in programs stimulate refresh cycles, lifting replacement rates ~15–20% and driving recurring aftermarket revenue, which for test-equipment vendors represented roughly 15–25% of revenue in 2024.

    • lifespan +30–50%
    • ROI +20–25%
    • refresh rate +15–20%
    • aftermarket 15–25% of revenue (2024)

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    Equipment-led: $492M revenue, equipment ~85%, SaaS margins ~70%

    Primary revenue in 2024: equipment (handlers/inspection) drove ~85% of equipment sales, total revenue $492M; recurring consumables/aftermarket contributed ~15–25% supporting margins; services (maintenance/calibration) grew ~12% and SaaS/software showed ~70% gross margins with integration fees adding 5–15% to deal value.

    Metric2024
    Total revenue$492M
    Equipment share~85%
    Aftermarket15–25%
    SaaS gross margin~70%