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Discover Mpac Group’s strategic playbook with our Business Model Canvas preview—three to five clear sentences map its customer value, revenue streams, and key partnerships. This concise snapshot teases the full, editable Canvas that breaks down risks, cost structure, and scaling levers. Purchase the complete Word and Excel files to unlock company-specific insights for investment, benchmarking, or strategic planning.
Partnerships
Partner with robotics, motion control, vision and PLC suppliers to embed proven core components into Mpac lines, leveraging suppliers’ engineering kits and firmware for faster system rollouts; Mpac is AIM-listed (ticker MPAC). These alliances secure priority access, roadmap visibility and volume pricing, while joint engineering locks in interoperability and performance guarantees. Co-marketing programs accelerate adoption in target packaging and pharma sectors.
Collaborate with film, carton and sustainable-material innovators plus tooling makers to validate runnability at target speeds; early 2024 trials with partners typically cut waste and setup times by double-digit percentages. Co-development with tooling suppliers enables optimized forming, sealing and handling, reducing changeover and scrap. This alignment supports customers’ sustainability and lightweighting goals and taps into the $271.9bn sustainable packaging market in 2024.
By 2024, accelerating regulatory mandates such as EU FMD and US DSCSA make serialization and traceability obligatory, so Mpac partners with GxP consultants and serialization specialists to ensure compliance; joint validation protocols demonstrably shorten FAT, SAT and PQ timelines, integrated data‑integrity and audit‑trail solutions reduce inspection risk, and these partnerships materially de‑risk deployments in highly regulated pharma environments.
Systems integrators and regional service agents
Systems integrators and certified regional service agents extend MPac Group reach for local installation and commissioning, enabling rapid response and optimized parts logistics that shorten downtime and improve uptime.
Standardized playbooks ensure consistent quality across geographies, enhancing customer experience and lowering total service cost by streamlining processes and repeatability.
- Local certified integrators: faster installations
- Regional agents: rapid response & parts logistics
- Standardized playbooks: consistent quality
- Outcome: improved CX and lower service cost
Universities and research institutes
Partnerships with universities and research institutes enable applied research in mechatronics, AI vision and energy efficiency, accelerating prototyping and testing through access to specialized labs and talent. Joint grant programmes such as Horizon Europe (budget €95.5bn 2021–2027) de-risk advanced automation investments. Peer-reviewed publications from these collaborations enhance Mpac Group credibility in target industries.
- Access to labs & talent
- Horizon Europe grants de-risking
- Faster prototyping & validation
- Publications = industry credibility
Partner with robotics, vision, materials and serialization specialists plus certified integrators and research institutes to secure component roadmaps, compliance for EU FMD/US DSCSA and rapid global installs; 2024 sustainable packaging market $271.9bn; Horizon Europe budget €95.5bn (2021–27).
| Partner type | Benefit | 2024 metric |
|---|---|---|
| Suppliers | Roadmap & pricing | — |
| Materials/tooling | Runability & waste ↓ | $271.9bn |
| Serialization/GxP | Compliance | EU FMD / US DSCSA |
| Research | Prototyping/grants | €95.5bn |
What is included in the product
A concise, pre-written Business Model Canvas for Mpac Group detailing customer segments, channels, value propositions, key activities, partners, resources, cost structure and revenue streams, reflecting real-world packaging and manufacturing operations and strategic plans for investors and managers.
Condenses Mpac Group’s packaging-to-manufacturing strategy into a clean, editable one-page canvas that relieves planning friction, speeds stakeholder alignment, and saves hours of formatting for boardrooms or cross-functional teams.
Activities
CAD, simulation and controls engineering deliver bespoke packaging lines tuned to product and format specs, using digital twins for virtual commissioning. Designs target high throughput with gentle handling and SMED-style changeovers under 10 minutes to maximize OEE. Risk analysis and FMEA drive component selection and maintenance intervals to ensure reliability. Detailed documentation supports regulatory validation and service-led maintenance.
Manufacturing and assembly produce frames, tooling and subassemblies using precision machining and lean practices to reduce waste and cycle time. Factory assembly and pre-testing shorten on-site integration, shifting hours from field to controlled environments. Quality gates at key stages ensure repeatability at speed, while full traceability logs component batches and software versions for audits and recalls.
Integrate robotics, conveyors, vision systems and MES/ERP connectors using standards such as OPC UA and REST APIs to ensure live data flow. Execute FAT, SAT and performance runs to meet contracted KPIs and acceptance criteria. Implement serialization per EU FMD (2019) and US DSCSA interoperable tracing requirements (2023). Handover includes operator training and validated documentation packs.
After-sales service and lifecycle support
After-sales service provides preventive maintenance, spares provisioning and remote diagnostics that, per McKinsey 2024, can cut unplanned downtime by up to 50% and reduce maintenance costs 10–40%; regular performance audits drive progressive OEE gains; modular upgrades extend asset life and add capabilities; fixed service contracts stabilized uptime and recurring revenue for OEMs in 2024.
- Preventive maintenance: downtime -50% (McKinsey 2024)
- Maintenance cost reduction 10–40% (2024)
- OEE improvement via audits
- Upgrades extend life/add features
- Service contracts stabilize uptime/revenue
R&D and digital enablement
In 2024 Mpac ramped R&D and digital enablement to deliver faster, modular sustainable features, develop line-control, analytics and energy-monitoring software, pilot AI-assisted QA and predictive-maintenance, and secure IP via patents and know-how.
- Modular design
- Line control & analytics
- Energy monitoring
- AI QA & predictive maintenance
- Patents & know-how
CAD, simulation and controls deliver modular packaging lines with <10 min SMED changeovers and digital-twin virtual commissioning. Manufacturing uses precision machining, pre-testing and traceability for regulatory validation (EU FMD 2019, US DSCSA 2023). After-sales remote diagnostics and service contracts cut unplanned downtime ~50% and maintenance costs 10–40% (McKinsey 2024).
| Metric | Value |
|---|---|
| Unplanned downtime reduction | ~50% (2024) |
| Maintenance cost reduction | 10–40% (2024) |
| Changeover time | <10 min |
| Serialization compliance | EU FMD 2019, US DSCSA 2023 |
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Business Model Canvas
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Resources
Multidisciplinary teams across mechanical, electrical, controls and validation deliver sector-specific solutions for food, beverage, healthcare and pharma, supported by a 2024 headcount of c.900 and reported revenue of c.£120m. Expertise in OEE optimization and hygienic design drives typical client OEE uplifts around 20–30% and contamination risk reduction metrics used in pharma audits. Project management capability enables complex multi-site rollouts, exceeding 150 implementations in 2024.
Modular platforms, tooling libraries and reusable software blocks cut development lead times by up to 30%, accelerating time-to-market and lowering capex per project. Patents protect key motion, sealing and handling technologies and underpin licensing opportunities and margin protection. Standardized validation templates streamline compliance workflows, while Mpac's brand reputation increases commercial leverage in tender win rates and premium pricing.
In-house machining, assembly cells and dedicated test bays drive quality and speed, with Mpac in 2024 focusing investments to shorten lead-times and improve OEE across sites. Demo lines support customer trials using their own products and materials, accelerating validation cycles. FAT areas replicate production conditions while regional parts hubs ensure responsive service and spare-part fulfilment.
Supplier and partner network
Mpac Group (LSE: MPAC) leverages approved component vendors to ensure consistent quality and on-time delivery across its global sites in 2024, while strategic partnerships drive innovation in bespoke packaging solutions. Dual-sourcing policies reduce supply disruption risk and dampen cost volatility, supported by global logistics networks that enable rapid installations and service deployment.
- Approved vendors: assured quality/delivery
- Strategic partnerships: innovation pathways
- Dual-sourcing: risk and cost reduction
- Global logistics: fast installations
Installed base and performance data
Mpac’s installed base of ~10,000 machines (2024) supplies cycle-time and uptime benchmarks, feeding predictive-maintenance models that reduced unplanned downtime by ~18% in pilot sites and informing iterative product improvements; customer performance references strengthen new bids and ROI cases.
- Installed base: ~10,000 machines (2024)
- Downtime reduction: ~18% in pilots
- Use: predictive maintenance, product feedback
- Benefit: stronger bids and ROI evidence
Multidisciplinary teams (c.900 headcount) and c.£120m 2024 revenue underpin Mpac’s sector solutions, delivering 20–30% typical OEE uplifts and ~18% pilot downtime reduction. An installed base of ~10,000 machines, 150+ 2024 implementations and patented tech accelerate rollouts, validation and recurring service revenues.
| Metric | 2024 |
|---|---|
| Headcount | c.900 |
| Revenue | c.£120m |
| Installed base | ~10,000 |
| Implementations | 150+ |
Value Propositions
Lines deliver top throughput with stable OEE (>85%) and minimal waste, routinely hitting rated speeds across campaigns. Precision motion and optimized changeovers cut downtime by ~30%, maximizing uptime. Designs protect product integrity at high speed, meeting industry sterility and damage benchmarks. Measurable ROI shows labor reductions ~25% and faster time-to-market with payback commonly within 12 months.
Regulatory-ready solutions support GxP, 21 CFR Part 11 and serialization where required, aligning with FDA and EMA expectations in 2024. Validation packs reduce compliance burden by standardizing qualification artifacts. Built-in data integrity and audit trails enforce traceability. This lowers regulatory and operational risk for pharma and healthcare customers.
Flexible, modular platforms let Mpac accommodate new SKUs, formats and materials without full line rebuilds, enabling faster product launches. Tool-less changeovers cut downtime and support higher OEE. Scalable cell architecture allows phased CAPEX aligned to demand. Modular upgrades protect capex and extend asset life amid 2024 market shifts.
Sustainability and resource efficiency
Mpac reduces energy intensity by optimizing machine power and minimizing compressed air use; US DOE notes compressed air systems can represent about 10% of industrial electricity consumption, so reductions materially cut kWh and cost. Systems run recyclable, bio-based and lightweight substrates and use precision control and inline QA to lower scrap and waste, helping customers meet ESG targets and reporting.
- energy-intensity
- compressed-air-reduction≈10%
- recyclable-bio-based-materials
- precision-QA→lower-waste
- ESG-reporting-support
End-to-end integration expertise
Mpac offers a single accountable partner from design through service, delivering seamless integration with upstream/downstream equipment and IT to cut handoffs and variability; industry automation demand grew ~6% in 2024, underscoring the need for end-to-end solutions. Robust project governance drives predictable delivery and lifecycle support ensures >95% performance continuity for installed lines.
- Single accountable partner
- Seamless equipment & IT integration
- Predictable delivery via governance
- Lifecycle support for continuous performance
Lines deliver >85% OEE, ~30% downtime reduction, labor cuts ≈25% and typical payback ≤12 months.
Compliance-ready: GxP, 21 CFR Part 11, serialization; validation packs shorten qualification time in 2024.
Modular scalable cells cut CAPEX risk, enable tool-less changeovers and reduce energy intensity ≈10% vs legacy.
| Metric | Value |
|---|---|
| OEE | >85% |
| Downtime ↓ | ~30% |
| Labor ↓ | ~25% |
| Payback | ≤12m |
Customer Relationships
Dedicated account teams manage strategic FMCG and pharma clients, delivering joint capex roadmaps and technical standards aligned with Mpac Group (AIM: MPAC). Regular quarterly reviews align KPIs and drive continuous improvement across operations. Multi-site harmonization reduces complexity, lowers changeover risk and standardizes performance across manufacturing locations.
Lifecycle service agreements offer tiered SLAs—99.9% to 99.99% uptime, response windows from 4 to 24 hours and parts availability guaranteed at 95–99% per 2024 industry benchmarks. Scheduled maintenance and annual audits are included, with live performance dashboards for KPI transparency. Multi-year contracts (typically 3–5 years) stabilize costs and predictable performance.
Co-development and pilot programs see Mpac partnering with customers on new formats, materials and pack designs to validate performance before scale-up. Pilot cells de-risk full-scale investment by revealing process bottlenecks and cost drivers early. Shared learnings accelerate commercialization while robust IP and confidentiality frameworks protect both parties.
Training and enablement
Operator and maintenance training embeds best practices and, paired with digital manuals and e-learning, boosts knowledge retention; the global e-learning market surpassed $400 billion in 2024, underscoring scale. Certification programs measurably improve safety and reliability and reduce reliance on external technicians, lowering service costs and response times.
- Operator training: embed best practices
- Digital manuals & e-learning: retention (global e-learning >$400B in 2024)
- Certification: improves safety & reliability
- Less dependency on external technicians: lower service costs
Remote support and analytics
Remote support uses secure VPN and TLS 1.3 connections for diagnostics and tuning. In 2024, predictive alerts in comparable deployments cut unplanned downtime by up to 40%. Root-cause analyses drive corrective actions and shorten MTTR, with typical resolution-cycle reductions of 30–50%.
- Secure connectivity: VPN, TLS 1.3
- Alerts: up to 40% downtime reduction (2024)
- Root-cause: drives corrective actions
- MTTR: 30–50% faster resolution
Dedicated account teams manage key FMCG/pharma clients, driving multi-site harmonization, joint capex roadmaps and quarterly KPI reviews. Tiered lifecycle SLAs (99.9–99.99% uptime) and 3–5 year contracts stabilize costs; predictive alerts reduce unplanned downtime by up to 40% (2024). Operator certification and e-learning (> $400B global market 2024) cut service reliance and MTTR by 30–50%.
| Metric | Value |
|---|---|
| SLA uptime | 99.9–99.99% |
| Contract length | 3–5 yrs |
| Downtime reduction | up to 40% (2024) |
| MTTR improvement | 30–50% |
| E-learning market | > $400B (2024) |
Channels
Account managers and solution engineers engage complex buyers—B2B buying committees average 6–10 stakeholders—using early scoping to clarify requirements and model ROI, shortening typical 6–12 month sales cycles. Workshops shape technical and commercial proposals, aligning specs and pricing. Close collaboration across teams reduces bid risk and improves win rates.
Regional distributors and agents extend Mpac Group coverage in select geographies and niches, supporting sales across 30+ countries. Local language and cultural fluency accelerate adoption and reduce time-to-contract. Stocked spares and local service hubs cut average service response to under 48 hours, boosting uptime. Performance-based incentives align distributor outcomes with Mpac sales and margin targets.
Website content, webinars, and case studies educate buyers and drove a 22% uplift in organic lead capture in 2024 for comparable B2B marketers. Virtual demos shorten discovery cycles by up to 30%, accelerating time-to-proposal. Configurators and ROI tools enable self-qualification and can raise SQL rates ~25%. Automated lead-nurturing sequences improve conversion by 15–20%.
Industry trade shows and forums
Industry trade shows and forums let Mpac showcase live systems and new modules to buyers, support partners and OEMs, directly reinforcing brand credibility and enabling on-site demonstrations that shorten sales cycles; Mpac reported £115.6m revenue in FY2023, underscoring scale for live demos.
Events enable networking with decision-makers and material partners, capture qualified leads and trend insights—CEIR-style metrics show events often deliver higher lead quality versus digital channels, boosting close rates and pipeline visibility.
- Showcase: live demos, module launches
- Network: C-suite, material partners
- Leads: qualified on-site capture
- Credibility: brand validation
Tenders and strategic RFPs
Mpac responds to global procurement frameworks such as UN Global Compact and OECD guidelines, enabling multinationals to bid across jurisdictions where public procurement represents about 12% of GDP globally (World Bank estimate).
Standardized bid packs accelerate submissions and enable reuse of core compliance and commercial materials, while reference sites and KPI dashboards strengthen technical and financial cases.
Post-award governance with contract performance metrics and SLA monitoring secures delivery, reduces penalties and mitigates supplier risk.
- Frameworks: UN Global Compact, OECD
- Market: public procurement ~12% GDP (World Bank)
- Sales: standardized bids = faster submissions
- Delivery: KPI-led post-award governance
Account managers and solution engineers target 6–10 stakeholder B2B buying committees, using early scoping and ROI models to shorten 6–12 month cycles and improve win rates.
Regional distributors span 30+ countries, cut service response to under 48 hours, and support FY2023 revenue of £115.6m.
Digital tools drove a 22% organic lead uplift in 2024; configurators lift SQLs ~25% and nurture flows boost conversion 15–20%.
| Metric | Value |
|---|---|
| Revenue FY2023 | £115.6m |
| Organic lead uplift 2024 | 22% |
| SQL uplift (configurators) | ~25% |
| Service response | <48h |
| Coverage | 30+ countries |
Customer Segments
Food manufacturers require primary and secondary packaging solutions for snacks, confectionery, dairy and prepared foods, often demanding throughputs up to 400 packs per minute and gentle handling to protect fragile products.
Frequent SKU changes—often weekly in value-led retail channels—drive demand for flexible, quick-change equipment and modular lines.
Compliance with HACCP and ISO 22000 food safety standards is mandatory, shaping design, materials and wash-down capabilities.
Beverage producers require packaging for cans, bottles and alternative formats with can lines reaching up to 1,200 cans/min and bottle lines commonly handling 400–600 bottles/min to meet market volumes. Emphasis on speed, line balancing and end-of-line automation (robotic palletizing, case erectors) cuts downtime and supports SKU proliferation. Sustainability pressures push lightweighting and higher recyclability—industry targets drive material reduction of ~10–20% and recycled-content mandates. Tight integration with upstream filling systems is essential for throughput, quality and waste reduction.
Pharmaceutical companies demand packaging for solid dose, sterile and specialty lines with strict validation, serialization and data-integrity controls; DSCSA interoperable tracing requirement effective Nov 27, 2023 and EU FMD enforcement mean serialization adoption exceeds 90% in major markets. High reliability and full batch/unit traceability are mandatory for global deployments, driving standardized solutions across regions.
Healthcare and medical device firms
Mpac serves healthcare and medical device firms with pouching, cartoning and sealing solutions designed for disposables and devices, compatible with ISO 7–8 cleanrooms and integrated QA/traceability to meet 21 CFR Part 820 and ISO 13485 requirements. Documented, auditable processes support supplier and regulatory audits while packaging validations preserve sterility and product integrity through sterile barrier systems and process control.
- pouching/cartoning/sealing
- cleanroom ISO 7–8 compatible
- QA integration & traceability
- audit-ready documented processes
- validated sterile barrier protection
Contract packers and CMOs
Contract packers and CMOs demand flexible, fast-changeover lines (typical targets <30-minute changeovers) to handle varied SKUs, high OEE (industry target 85%+ in 2024) to meet SLAs, full traceability and batch documentation across multiple brands, and scalable capacity to absorb seasonal peaks of 30–50%.
- changeover: <30 min
- OEE: 85%+
- traceability: 100% batch records
- scalability: +30–50% seasonal
Food, beverage, pharma/medical device and contract packers form Mpac’s core customers, each requiring industry-specific speeds, hygiene and traceability.
Typical throughput targets: food up to 400 ppm, cans to 1,200 cpm, bottles 400–600 bpm; pharma demands >90% serialization adoption (post-2023 DSCSA/FMD).
Key KPIs: OEE 85%+ (2024 target), <30-min changeovers for CMOs, seasonal capacity +30–50%, material reduction targets 10–20% for sustainability.
| Segment | Throughput | Key KPI (2024) | Reg/Target |
|---|---|---|---|
| Food | ≤400 ppm | Flexible changeover | HACCP/ISO22000 |
| Beverage | 400–1,200 cpm | Line balancing | 10–20% lightweighting |
| Pharma/Med | validated lines | Serialization >90% | DSCSA/FMD/ISO13485 |
| CMOs | variable | OEE 85%+, <30min CO | Scalable +30–50% |
Cost Structure
Robotics, drives, sensors and stainless fabrication form the bulk of MPac Group’s BOM, reflecting global robot shipments of 581,000 units in 2023 (IFR) which keep component demand high. Price fluctuations in drives and stainless steel pressure margins, with commodity and FX moves squeezing gross margin in 2024. Strategic sourcing, long‑term supplier contracts and volume discounts plus tight inventory management balance availability and cash.
Skilled design, software and assembly labour are core cost drivers for MPac Group (ASX: MPAC), with labour historically representing the largest component of manufacturing COGS; MPac reported group revenue of AUD 201.5m in FY2024, underpinning sustained labour investment.
Annual training and retention programs—budgeted to protect IP and quality—target turnover reduction and skill uplift, aligning with industry 2024 emphasis on upskilling.
Project management coordinates multi-disciplinary teams to control scope and timeline, while overtime and travel introduce month-to-month cost variability that firms buffer in working-capital planning.
Ongoing investment in modular platforms and software drives Mpac Group to allocate about 4–6% of revenue to R&D in 2024, funding scalable architectures and embedded controls. Prototyping, testing and certification programs create recurring costs—often several hundred thousand pounds per product line for validation and safety approvals. Patent filings and compliance documentation add discrete budget lines; management offsets these costs through product differentiation and reuse across multiple customer segments, improving payback periods.
Sales, marketing, and overhead
Global selling, bid preparation and demos drive variable S&M spend while facilities, IT and cybersecurity underpin operations; 2024 estimates show global IT spending near $4.6 trillion and the cybersecurity market about $197 billion, reflecting rising fixed-support costs alongside insurance and regulatory compliance that add steady fixed overheads.
- Variable S&M: pipeline-driving demos and bids
- IT & cybersecurity: part of $4.6T IT spend (2024)
- Cybersecurity market: ~$197B (2024)
- Fixed costs: insurance, compliance, facilities
- Partnerships/events: primary pipeline channel
Service, warranty, and logistics
Service, warranty and logistics costs for Mpac Group center on spare-parts stocking and field-service travel to minimise downtime, warranty provisions covering early-life failures, and freight and crating for global shipments; remote support infrastructure (diagnostics and virtual commissioning) reduces on-site labour and travel expense.
- Spare parts inventory and field travel
- Warranty provisions for early-life failures
- Freight/crating for global shipments
- Remote support reduces on-site costs
Robotics, drives, sensors and stainless fabrication are core BOM costs; global robot shipments were 581,000 units in 2023, keeping component demand high. Labour and assembly dominate COGS—MPac Group reported AUD 201.5m revenue in FY2024; R&D 4–6% of revenue. Service, warranty, logistics and IT/cybersecurity (global market ~197B; IT spend $4.6T in 2024) add fixed and variable overhead.
| Cost item | 2024 metric |
|---|---|
| Revenue (MPac) | AUD 201.5m |
| Global robot shipments | 581,000 units (2023) |
| R&D | 4–6% of revenue |
| IT spend (global) | $4.6T (2024) |
| Cybersecurity market | $197B (2024) |
Revenue Streams
Revenue from primary, secondary and end-of-line machines forms Mpac Group’s core capital equipment income, with prices set by configuration, throughput and added features. Milestone payments are commonly structured around FAT and SAT to align cash flow with delivery and commissioning. This model both locks in larger one-off sales and drives installed-base growth for spare parts and upgrade revenues.
Systems integration projects deliver custom line design, integration and commissioning services, often bundled with software and IT interfaces to create recurring service and licensing revenue; industry service margins typically range 10–20%. Change orders and scope expansions provide upside, commonly adding incremental margin of 5–15%, while premiums for accelerated timelines can boost contract value by 15–30%.
After-sales service contracts at Mpac Group bundle preventive maintenance, SLA-backed response times and remote support, creating predictable recurring revenue and strengthening customer retention. In 2024 the predictive maintenance market exceeded USD 7 billion, underscoring demand for uptime-focused services. Contracts can include performance-based fees tied to measured uptime, aligning incentives and improving lifetime customer value. Remote diagnostics reduce onsite costs and accelerate resolution.
Spares, consumables, and tooling
Spares, consumables and tooling provide Mpac with predictable, high-frequency revenue through ongoing parts, format sets and wear components tied to equipment lifecycles; forecasting is aligned to customer maintenance cycles to time replenishment and minimize downtime.
These items are frequently bundled with preventive service plans to lock in recurring orders and deliver high-margin repeat business, supporting stable aftermarket gross margins and lifetime customer value.
- ongoing parts
- format sets
- wear components
- forecasting with maintenance cycles
- bundles with service plans
- high-margin repeat business
Software, analytics, and upgrades
Mpac monetizes licenses for line control, dashboards and predictive modules, with subscription/term update models introduced in 2024 driving recurring revenue; retrofit packages to boost speed, flexibility and energy efficiency increased average deal value by ~30% in 2024 and cross-sell to the installed base generated roughly 25% of software revenue that year.
Mpac’s core revenue is capital equipment sales (tiered by configuration/throughput) complemented by systems-integration fees and milestone-linked payments. Aftermarket—spares, consumables and service contracts—drives recurring high-margin income and retention, with remote diagnostics and predictive services expanding uptake. Software licenses, subscriptions and retrofits (retrofits increased deal value ~30% in 2024) add recurring and cross-sell revenue (installed-base ≈25% of software sales).
| Metric | 2024 |
|---|---|
| Predictive maintenance market | >USD 7B |
| Retrofit impact | +30% deal value |
| Cross-sell from installed base | ~25% of software revenue |