Key Takeaways

• Electrical contractor software is expanding rapidly, with the global market projected to reach USD 24.39 billion by 2031 as cloud and digital adoption accelerate.
• AI is reshaping electrical contractor software, with 78% of contractors believing AI improves operational efficiency and 47% already using AI for estimating.
• Mobile access, scheduling, invoicing, project management and automation are becoming essential as electrical contractors seek higher productivity and lower operating costs.

---

Electrical contractor software is transforming how electrical businesses manage estimating, scheduling, dispatch, invoicing, projects, and field operations in 2026. The market is projected to reach USD 24.39 billion by 2031, while AI, cloud platforms, mobile access, and automation increasingly shape how contractors improve productivity, control costs, and manage growing workloads.

The electrical contracting industry is entering a new era of digital transformation, driven by artificial intelligence, cloud computing, mobile field service technology, automation, and growing demand for more efficient project management. In 2026, electrical contractor software is no longer simply a back-office tool for creating invoices or maintaining customer records. Modern platforms are increasingly becoming comprehensive operating systems that connect estimating, scheduling, dispatch, workforce management, inventory, compliance, billing, CRM, payments, and field operations within a single digital environment.

Also, read our article on the Top 10 Electrical Contractor Software.

The numbers illustrate just how quickly this market is evolving. According to the statistics compiled for this report, the global electrical contractor software market was valued at USD 12.28 billion in 2023 and is projected to reach USD 24.39 billion by 2031, representing a CAGR of 7.92% between 2024 and 2031. Other market forecasts anticipate even faster expansion, including estimates of a 12.3% CAGR through 2030. While individual market estimates differ considerably depending on how researchers define electrical contractor software and its addressable segments, the overall direction is consistent: software adoption within the electrical contracting industry is accelerating.

Artificial intelligence is emerging as one of the most important forces behind this transformation. The dataset shows that 78% of contractors believe AI can improve operational efficiency, while 47% of commercial contractors were already using AI in some capacity for estimating by 2025. AI-assisted estimating can reduce bid preparation from hours to minutes, while contractors integrating AI and machine learning have reported improvements of up to 40% in task automation and scheduling efficiency. Generative AI, predictive analytics, autonomous job-cost reconciliation, AI receptionists and predictive customer-churn models are consequently becoming increasingly relevant to the next generation of electrical contractor platforms.

Cloud and mobile technologies are also reshaping how electrical businesses operate. Approximately 65% of contractors prefer cloud-based deployment for its real-time accessibility and scalability, while 75% of electrical contractors prioritise mobile field access when evaluating software. Among commonly used capabilities, 73% rely on invoicing and billing, 70% use scheduling and dispatch tools, 68% use project management modules, 55% use estimating and bidding software, 52% leverage CRM functionality, and 48% use inventory management capabilities. These figures demonstrate how contractor software has expanded well beyond basic accounting into virtually every stage of the electrical service and project lifecycle.

The potential operational benefits are equally significant. Electrical contractor software can reduce administrative time by as much as 35%, while automated quoting tools can cut estimate preparation time by up to 60%. Real-time job-cost tracking can reduce project cost overruns by up to 25%, automated scheduling can lower overtime costs by up to 20%, and digital invoicing can shorten invoice-to-payment cycles by as much as 35%. Field service platforms equipped with GPS tracking can reduce average job completion times by 20%, while real-time dispatch technology can decrease technician idle time by up to 25%. For contractors operating with tight margins and limited skilled labour, these productivity improvements can directly influence profitability and capacity.

Several structural changes in the electrical industry are further strengthening demand for these technologies. The expansion of EV charging infrastructure, solar installations, smart homes, IoT-connected equipment, green buildings and government-funded grid modernisation projects is increasing both the volume and complexity of electrical work. At the same time, labour availability remains an important consideration. U.S. electrician employment is projected to grow 11% between 2023 and 2033, with approximately 73,500 openings expected annually over the decade. As electrical businesses attempt to manage growing workloads alongside skills shortages, workforce scheduling, automation and field productivity software are becoming increasingly valuable.

Geographically, adoption is already widespread. North America represents approximately 40% of the market, followed by Europe at 30% and Asia-Pacific at 20%. Asia-Pacific is identified as the fastest-growing region, supported by urbanisation, EV infrastructure development and smart-grid investment. Commercial electrical projects account for 42% of software usage, residential projects represent 31%, and industrial users contribute another 27%, demonstrating that digitalisation is occurring across virtually every major segment of the electrical contracting industry.

The competitive landscape is changing alongside these trends. Platforms such as ServiceTitan, Jobber and Housecall Pro are competing through combinations of AI, automation, user experience, integrations and increasingly comprehensive field-service capabilities. Subscription-based SaaS pricing has become the dominant commercial model, open APIs connecting contractor platforms with accounting applications are increasingly expected, and emerging technologies such as augmented reality, IoT monitoring, voice-enabled field reporting and 5G-supported diagnostics could further transform electrical field operations over the coming years.

This guide to the Top 100 Electrical Contractor Software Statistics, Data & Trends in 2026 brings together the most important figures shaping the industry, from electrical contractor software market size and growth rates to AI adoption, cloud deployment, feature usage, field service management, software pricing, productivity improvements, regional market shares, workforce trends and emerging technologies. Whether you are an electrical contractor, software provider, SaaS founder, investor, industry researcher or construction technology professional, these electrical contractor software statistics provide a data-driven view of where the market stands in 2026 and where it may be heading next.

Top 100 Electrical Contractor Software Statistics, Data & Trends in 2026

MARKET SIZE & GROWTH

1. The global electrical contractor software market was valued at USD 12.28 billion in 2023, signalling rapid commercialisation across the sector.

2. The market is projected to reach USD 24.39 billion by 2031, nearly doubling in under a decade.

3. The sector is growing at a CAGR of 7.92% from 2024 to 2031, outpacing many adjacent construction tech verticals.

4. An alternative forecast from Verified Market Reports projects a faster 12.3% CAGR from 2024 to 2030, reflecting accelerating AI integration.

5. The market was valued at just USD 2.3 billion in 2022, making its current trajectory one of the fastest in enterprise SaaS.

6. A conservative segment forecast pegged the addressable market at USD 1.5 billion by 2025, focusing on SMB cloud tools.

7. Verified Market Reports’ 2030 projection stands at USD 5.7 billion, reflecting steady enterprise penetration.

8. Global electrical contractor software is expected to grow from USD 13.25 billion in 2023 to USD 24.39 billion by 2032 (WiseGuy Reports).

AI & TECHNOLOGY ADOPTION
9. 78% of contractors believe AI improves operational efficiency (BuildOps 2025 survey of hundreds of North American contractors).
10. 47% of commercial contractors are already using AI in some capacity for estimating as of 2025.
11. AI-powered estimating tools compress bid preparation from hours to minutes, with sharper accuracy.
12. 65% of contractors prefer cloud-based deployment for real-time access and scalability.
13. AI receptionists like Smith.ai handle up to 100 simultaneous calls, eliminating missed leads.
14. Contractors integrating AI and ML report up to 40% improvement in task automation and scheduling efficiency.
15. The integration of IoT devices and sensors for real-time monitoring is expected to increase significantly through 2026.
16. AR-enabled tools allow contractors to overlay digital models onto physical environments for real-time troubleshooting.
17. Predictive analytics powered by AI reduces unplanned equipment downtime and optimises resource allocation.
18. Blockchain-based solutions are emerging as a new trend for secure contract and compliance management.

FEATURE ADOPTION
19. 75% of electrical contractors prioritise mobile field access in their software selection criteria.
20. 73% use invoicing and billing as their most-relied-upon software feature.
21. 70% use scheduling and dispatch tools for real-time technician management.
22. 68% use project management modules for multi-trade coordination and milestone tracking.
23. 55% use estimating and bidding tools, with AI-assisted estimating growing fastest.
24. 52% leverage CRM features to manage customer histories and follow-up workflows.
25. 48% use inventory management to track materials and reduce project delays.
26. 45% rely on compliance and safety tracking to meet code requirements and reduce liability.

DEPLOYMENT & SEGMENT
27. Cloud-based deployment holds a 45% market share, the dominant method for mid-market and SMB contractors.
28. Web-based solutions account for 35% of deployments, balancing accessibility with browser-agnostic enterprise control.
29. On-premises retains a 20% share, primarily among large enterprises requiring maximum data security.
30. Hybrid deployment models combining cloud and on-premises are gaining traction as a transitional architecture.
31. Commercial projects account for 42% of electrical contractor software usage in 2023.
32. Industrial end users represent 27% of the market, relying on compliance and inventory modules.
33. Residential projects hold a 31% share, growing with solar and EV charger installation demand.
34. Large enterprises score 9–10/10 in importance across all software features, especially compliance and scheduling.
35. SMBs rate mobile access at 9/10 importance — the highest single feature score for their segment.

REGIONAL BREAKDOWN
36. North America holds a 40% market share, driven by large commercial projects and early software adoption.
37. Europe accounts for 30% of global revenue, propelled by green energy mandates requiring compliance tools.
38. Asia-Pacific holds 20% and is the fastest-growing region, fuelled by rapid urbanisation in China, India, and Southeast Asia.
39. Latin America and the Middle East & Africa each hold ~5%, representing significant emerging-market growth opportunities.
40. Asia-Pacific’s growth is directly tied to accelerating EV infrastructure and smart-grid rollout programmes.

WORKFORCE & INDUSTRY CONTEXT
41. The U.S. Bureau of Labor Statistics projects 11% employment growth for electricians from 2023 to 2033 — faster than average.
42. An estimated 73,500 new electrician job openings per year are projected over the next decade in the US alone.
43. The median annual wage for US electricians is USD 61,590, making efficient billing and cost-tracking software critical for profitability.
44. Contractor software reduces administrative time by up to 35%, freeing field teams for billable work.
45. Growing demand from EV charging installation projects is a top driver of new software adoption among residential contractors.
46. Solar panel installation projects are the second-fastest driver of residential electrical software adoption.
47. The growing skills gap in the electrical trades is accelerating demand for workforce scheduling and training management tools.
48. The broader construction industry’s digital transformation is a structural tailwind, with electrical contracting among the fastest-adopting trades.

FIELD SERVICE MANAGEMENT (FSM) MARKET
49. The global FSM market was valued at USD 6.2 billion in 2023, with electrical contractors as a major user segment.
50. The FSM market is projected to grow at a 26% CAGR through 2030, the fastest among all field service verticals.
51. The FSM market is projected to reach USD 14.1 billion by 2030 (Mordor Intelligence).
52. First-time fix rates improve by ~30% when contractors use FSM software with integrated inventory and asset history.
53. FSM platforms with GPS tracking reduce average job completion time by 20% through optimised routing.
54. Real-time dispatch tools reduce technician idle time by up to 25%, directly improving revenue per field hour.
55. Over 50% of SMB electrical businesses had adopted at least one FSM solution by 2025.

ROI & PRICING
56. Jobber starts at $39/month for solo operators — the most accessible entry point in the market.
57. Housecall Pro Basic plan is priced at $59/month (annual billing), covering scheduling, invoicing, and mobile access.
58. Housecall Pro Essentials at $149/month adds GPS tracking and QuickBooks integration.
59. Jobber’s team plan for up to 5 users is priced at $169/month, including an AI receptionist and marketing suite.
60. ServiceTitan customers report a 6% average annual increase in ticket size year-over-year from AI-optimised upsell prompts.
61. Digital invoicing reduces invoice-to-payment cycle time by up to 35% compared to paper-based methods.
62. Real-time job cost tracking reduces project cost overruns by up to 25%, protecting thin contractor margins.
63. Contractors using automated scheduling report up to 20% reduction in overtime costs by optimising crew deployment.
64. Software-enabled digital payments accelerate average cash collection by 2 business days.
65. Automated compliance reporting reduces manual documentation hours by up to 40% per project.

PRODUCTIVITY & OPERATIONAL GAINS
66. Mobile access for field technicians improves job completion documentation accuracy by 30%.
67. Integrated CRM tools increase repeat customer retention rates by up to 20% for electrical service businesses.
68. Automated quoting tools reduce estimate preparation time by up to 60% vs. manual spreadsheet methods.
69. Cloud-based platforms enable real-time job site collaboration, reducing miscommunication-driven rework by ~15%.
70. Contractors using software-based inventory management reduce material wastage by up to 18%.

COMPETITIVE LANDSCAPE
71. ServiceTitan leads the enterprise electrical contractor software segment with AI-optimised scheduling and a full back-office suite.
72. Jobber is the leading solution for small and growing electrical teams globally, competing on ease-of-use and price.
73. Housecall Pro differentiates through its all-in-one platform covering payroll, scheduling, and payments in a single tool.
74. The market’s competitive landscape is defined by dynamic innovation, with vendors differentiating on AI, UX, and integration depth.
75. Pricing strategy, product development, and customer experience are the three primary competitive axes in this market.

TECHNOLOGY TRENDS
76. Subscription-based SaaS pricing is now the dominant model, replacing one-time licence fees across all major vendors.
77. Open platform APIs enabling integration with accounting tools like QuickBooks and Xero are a table-stakes feature in 2025.
78. AR and VR tools are being piloted for training and on-site design visualisation by leading electrical contractors.
79. IoT-connected job sites enable real-time equipment monitoring, energy usage tracking, and predictive maintenance alerts.
80. Cybersecurity enhancements — including multi-factor authentication and end-to-end encryption — are now standard in cloud platforms.
81. Voice-activated field reporting via AI assistants is emerging as a productivity tool for technicians working in confined spaces.

RISKS & CHALLENGES
82. Data breaches and system failures are cited as the primary risk concerns among electrical contractors evaluating cloud software.
83. Frequent update and maintenance requirements are a top adoption barrier for smaller contractors without dedicated IT support.
84. Integration complexity with legacy ERP and accounting systems remains a friction point for enterprise deployments.
85. High initial setup and training costs deter 22% of small contractors from upgrading from spreadsheet-based management.
86. Vendor lock-in is a growing concern as contractors become deeply embedded in single-platform ecosystems.

MARKET DRIVERS
87. The global construction industry’s expansion — especially in emerging markets — is the top macro driver for contractor software adoption.
88. Urbanisation in APAC is directly driving demand for licensed electrical contractors and, by extension, their software tools.
89. Green building and ESG mandates require advanced compliance reporting that only purpose-built contractor software can provide.
90. Government infrastructure spending — especially on grid modernisation and EV charging networks — is creating a sustained demand surge.
91. Smart home and IoT installations are growing the residential electrical market, increasing scheduling and project complexity.

FORWARD-LOOKING (2026+)
92. Generative AI integration into estimating workflows is projected to be a standard feature in top-tier platforms by end-2026.
93. Real-time material pricing feeds linked to supplier APIs are being built into next-generation estimating modules.
94. Autonomous job-cost reconciliation — where AI matches invoices to job codes without human input — is in beta at multiple vendors.
95. Predictive churn models in CRM modules will proactively flag customers likely to switch contractors, enabling retention interventions.
96. The proportion of electrical contractor software revenue from SMBs is expected to rise from 40% to over 50% by 2028.
97. 5G-enabled field tools will allow HD video diagnostics and real-time AR overlays on job sites without Wi-Fi by 2027.
98. ESG-linked compliance dashboards will become mandatory reporting tools as carbon reporting requirements expand globally.
99. The electrical contractor software market is expected to attract increased M&A activity as FSM platforms acquire niche tools.
100. By 2032, the market is projected to serve over 2 million electrical contractor businesses globally through cloud-based platforms.

Conclusion

The electrical contractor software market in 2026 reflects a broader transformation taking place across the electrical services and construction industries. What was once a category dominated by basic estimating, invoicing and scheduling applications is evolving into an increasingly connected ecosystem of cloud platforms, mobile field service tools, artificial intelligence, predictive analytics, CRM systems, inventory management and automated financial workflows. The statistics explored throughout this report demonstrate that software is becoming a fundamental part of how modern electrical contractors manage their businesses, employees, customers and projects.

Market growth provides one of the clearest indicators of this transition. The dataset places the global electrical contractor software market at USD 12.28 billion in 2023, with projections reaching USD 24.39 billion by 2031 and a CAGR of 7.92% from 2024 to 2031. Alternative forecasts point toward even faster growth, although differences in market definitions produce substantially different estimates. Regardless of methodology, the underlying trend remains clear: digital tools are gaining a larger role in electrical contracting operations.

Artificial intelligence could become one of the most consequential electrical contractor software trends in 2026 and beyond. Already, 78% of contractors believe AI improves operational efficiency, while 47% of commercial contractors were using AI in some capacity for estimating as of 2025. AI-assisted estimating, automated scheduling, predictive analytics, AI receptionists and autonomous job-cost reconciliation illustrate how automation is moving from experimental functionality toward practical day-to-day applications. Generative AI integration into estimating workflows is also projected to become standard among leading platforms by the end of 2026.

Contractors are simultaneously demanding software that works wherever their teams are located. Seventy-five percent prioritise mobile field access when selecting software, while 65% prefer cloud-based deployment. Invoicing and billing are used by 73% of electrical contractors, followed by scheduling and dispatch at 70%, project management at 68%, estimating and bidding at 55%, CRM at 52%, inventory management at 48%, and compliance and safety tracking at 45%. These adoption figures highlight the shift toward integrated platforms capable of connecting office operations with technicians working in the field.

The business case extends beyond convenience. According to the compiled statistics, contractor software can reduce administrative time by up to 35%, automated quoting can decrease estimate preparation time by as much as 60%, real-time job costing can reduce project cost overruns by up to 25%, and automated scheduling can cut overtime costs by up to 20%. Digital invoicing can reduce invoice-to-payment cycles by up to 35%, while software-based inventory management can decrease material wastage by as much as 18%. These efficiencies demonstrate why technology adoption increasingly has direct implications for margins, cash flow and workforce productivity.

External industry trends should continue reinforcing this demand. EV charging infrastructure, solar installations, smart homes, IoT-connected equipment, grid modernisation and green-building requirements are creating new opportunities while simultaneously increasing project complexity. Meanwhile, workforce pressures are unlikely to disappear. U.S. electrician employment is projected to increase 11% between 2023 and 2033, with around 73,500 openings annually. Software that helps contractors accomplish more with existing teams could therefore become increasingly important as companies compete for skilled electrical workers.

Looking beyond 2026, electrical contractor technology is likely to become even more automated and interconnected. Real-time supplier pricing feeds, predictive customer-churn models, autonomous job-cost reconciliation, IoT-connected job sites, augmented reality, voice-activated reporting and 5G-enabled field diagnostics are among the technologies highlighted in the dataset. SMBs are also expected to become an increasingly important customer segment, with their share of electrical contractor software revenue projected to rise from 40% to more than 50% by 2028.

Ultimately, the Top 100 Electrical Contractor Software Statistics, Data & Trends in 2026 point toward an industry in which digital capability is becoming increasingly intertwined with operational competitiveness. Electrical contractors that successfully use software to improve estimating, scheduling, field service management, customer relationships, inventory control, compliance and financial visibility may be better positioned to handle increasingly complex projects while protecting profitability. For software vendors, investors and construction technology companies, meanwhile, continued cloud adoption, AI development and growing demand from SMB contractors suggest that electrical contractor software will remain an important technology market to watch throughout 2026 and the years ahead.

If you find this article useful, why not share it with your hiring manager and C-level suite friends and also leave a nice comment below?

We, at the 9cv9 Research Team, strive to bring the latest and most meaningful data, guides, and statistics to your doorstep.

To get access to top-quality guides, click over to 9cv9 Blog.

To hire top talents using our modern AI-powered recruitment agency, find out more at 9cv9 Modern AI-Powered Recruitment Agency.

People Also Ask

What is electrical contractor software?

Electrical contractor software is a digital platform that helps electrical businesses manage estimating, scheduling, dispatch, invoicing, projects, customers, inventory, compliance and field operations.

How big is the electrical contractor software market in 2026?

Market estimates vary by methodology, but the sector is expanding rapidly. One forecast projects the global electrical contractor software market to reach USD 24.39 billion by 2031.

What is the growth rate of the electrical contractor software market?

One market forecast projects a CAGR of 7.92% from 2024 to 2031, while another estimates a faster 12.3% CAGR from 2024 to 2030.

Why is electrical contractor software growing?

Growth is being driven by construction expansion, cloud adoption, AI, urbanisation, EV charging, solar installations, smart homes, grid modernisation and increasingly complex electrical projects.

How is AI changing electrical contractor software in 2026?

AI is increasingly supporting estimating, scheduling, predictive analytics, customer service and job-cost reconciliation. The dataset reports that 78% of contractors believe AI improves operational efficiency.

How many electrical contractors are using AI for estimating?

As of 2025, 47% of commercial contractors were already using AI in some capacity for estimating, highlighting the growing adoption of AI-powered bidding and estimating technology.

What percentage of contractors prefer cloud-based software?

Approximately 65% of contractors prefer cloud-based deployment because it supports real-time access, scalability and easier connectivity between office staff and field teams.

What percentage of electrical contractors prioritise mobile access?

Around 75% of electrical contractors prioritise mobile field access when selecting software, making mobile functionality one of the industry’s most important software requirements.

What are the most popular electrical contractor software features?

Invoicing and billing lead at 73%, followed by scheduling and dispatch at 70%, project management at 68%, estimating and bidding at 55%, CRM at 52% and inventory management at 48%.

How many electrical contractors use scheduling and dispatch software?

Approximately 70% use scheduling and dispatch tools to coordinate technicians and field operations in real time, making these capabilities among the most widely adopted software features.

How many electrical contractors use estimating and bidding software?

Around 55% use estimating and bidding tools. AI-assisted estimating is also identified as one of the fastest-growing areas of electrical contractor software adoption.

How many electrical contractors use CRM software?

Approximately 52% leverage CRM functionality to manage customer histories, relationships and follow-up workflows, connecting sales and customer service with broader business operations.

How many electrical contractors use inventory management software?

Around 48% use inventory management tools to track materials and help prevent project delays, while software-based inventory management can reduce material wastage by up to 18%.

Can electrical contractor software reduce administrative work?

Yes. Contractor software can reduce administrative time by up to 35%, allowing electrical teams to spend more time on field activities and other billable work.

How much time can automated electrical estimating software save?

Automated quoting tools can reduce estimate preparation time by up to 60% compared with manual spreadsheet methods, helping contractors prepare and respond to opportunities faster.

Can electrical contractor software reduce project cost overruns?

Real-time job-cost tracking can reduce project cost overruns by up to 25%, providing contractors with better visibility into project expenses and potentially protecting margins.

Can contractor software reduce overtime costs?

Contractors using automated scheduling report reductions of up to 20% in overtime costs by improving crew deployment and matching available workers more efficiently with jobs.

How does electrical contractor software improve invoicing?

Digital invoicing can reduce invoice-to-payment cycle time by up to 35% compared with paper processes, while software-enabled digital payments can accelerate cash collection by two business days.

What is field service management software for electrical contractors?

FSM software connects scheduling, dispatch, technicians, inventory and asset information. Integrated FSM systems can improve first-time fix rates by about 30%.

How fast is the field service management software market growing?

The dataset projects the global FSM market to grow at a 26% CAGR through 2030, with electrical contractors representing an important user segment.

How does GPS tracking benefit electrical contractors?

Field service platforms with GPS tracking can reduce average job completion time by approximately 20% through improved routing and more efficient technician deployment.

Which region has the largest electrical contractor software market share?

North America holds approximately 40% of the market, followed by Europe at 30%, Asia-Pacific at 20%, and Latin America and the Middle East and Africa at about 5% each.

Which region is growing fastest for electrical contractor software?

Asia-Pacific is identified as the fastest-growing region, supported by rapid urbanisation, EV infrastructure development and smart-grid rollout programmes.

What industries use electrical contractor software the most?

Commercial projects account for 42% of electrical contractor software usage, residential projects represent 31%, and industrial end users account for approximately 27%.

How is the electrician labour shortage affecting software adoption?

The electrical trades skills gap is increasing demand for workforce scheduling and training tools as contractors seek ways to manage growing workloads with limited skilled labour.

How many electrician jobs are expected to open in the United States?

The dataset reports approximately 73,500 electrician job openings per year over the coming decade, while electrician employment is projected to grow 11% from 2023 to 2033.

How are EV charging and solar projects affecting electrical contractor software?

Growing EV charger and solar installation demand is increasing residential electrical workloads and project complexity, creating greater demand for estimating, scheduling and project management software.

What are the biggest challenges of adopting electrical contractor software?

Key challenges include cybersecurity concerns, system failures, frequent updates, legacy-system integration, setup and training costs, and vendor lock-in.

What electrical contractor software trends should businesses watch in 2026?

Key trends include generative AI, real-time material pricing, autonomous job-cost reconciliation, predictive CRM, IoT-connected job sites, AR tools, voice reporting and enhanced cybersecurity.

What is the future of electrical contractor software beyond 2026?

Electrical contractor software is expected to become more automated and connected through AI, 5G, IoT, AR and supplier APIs, while SMBs are projected to generate over 50% of market revenue by 2028.

Sources

Verified Market Research WiseGuy Reports Dataintelo Verified Market Reports BuildOps Smith.ai SoftwareConnect Podium US Bureau of Labor Statisticsc Mordor Intelligence GitHub AnalytiXperience