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From Energy to Intelligence: Saudi Arabia’s Next Big Export
Saudi Arabia’s HUMAIN initiative, backed by the Public Investment Fund (PIF), marks a bold and distinctive leap in the global AI race, positioning the country as a serious contender in sovereign AI development. What sets HUMAIN apart is its centralized governance model, distinct from the more decentralized or private sector-led models in countries such as the UAE and the US.
May, 2025
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Generative AI Strategy, Spending, and Adoption Metrics 2024: Chapter 7: Professional Services Sector Benchmarks
This chapter provides generative AI metrics for the professional services sector. It features a sample of 11 professional services companies including consulting firms, business solutions companies, real estate brokerages, and data analysis firms. It includes metrics on how much enterprises are spending on generative AI, where they are spending it, and how they are governing it.
December, 2023
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IT Spending and Staffing Benchmarks 2024/2025: Chapter 2: Composite Benchmarks
This year, Avasant Research is celebrating the 35th anniversary of the Computer Economics IT Spending and Staffing Benchmarks study. To mark this milestone, we have accumulated the largest sample of companies in our history (over 350 companies in our single-year sample compared to 215 last year), including a significant number of the world’s largest enterprises. For the first time, we not only have small, midsize, and large chapters but also a very large chapter for companies with over $500 million in IT spending.
September, 2024
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IT Spending and Staffing Benchmarks 2024/2025: Chapter 35: Hospitals
Chapter 35 provides benchmarks for hospitals. The 29 respondents in this subsector range in size from $50 million to around $15 billion in annual revenue. This category includes community hospitals, university hospitals, nonprofit hospitals, health clinics, healthcare systems, and regional healthcare providers.
September, 2024
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IT Spending and Staffing Benchmarks 2024/2025: Chapter 23: Food and Beverage
Chapter 23 provides benchmarks for food and beverage manufacturers. The 37 respondents in the sample range in size from about $65 million to $40 billion in annual revenue. Food and beverage companies produce beverages, snack foods, meat products, seafood products, dairy products, dietary supplements, and other consumable food products. Some are suppliers to other food manufacturers or to the food service industry, while many also distribute consumer products to retailers or directly to consumers. This subsector does not include retailers of food and beverages, such as restaurants, unless they also manufacture their own food and beverage products.
September, 2024
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European IT Spending and Staffing Benchmarks 2024/2025: Chapter 3C: Benchmarks by Organization Size
In these chapters, we provide a complete set of benchmarks for organizations within the specified size classification. Small organizations benchmarks are in Chapter 3A, midsize organizations in Chapter 3B, large organizations in Chapter 3C, and very large organizations in Chapter 3D. These chapters use a three-year sample. There are 98 respondents in the small organization sample, 102 in the midsize sample, 65 in the large sample, and 40 in the very large sample.
October, 2024
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Higher Education Digital Services 2023–2024 Market Insights™
The Higher Education Digital Services 2023–2024 Market Insights™ assists organizations in identifying important demand-side trends that are expected to have a long-term impact on any digital projects in the higher education space. The report also highlights key challenges that enterprises face today.
July, 2023
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European IT Spending and Staffing Benchmarks 2024/2025: Chapter 19: Food and Beverage Subsector Benchmarks
Chapter 19 provides benchmarks for food and beverage manufacturers. The 23 respondents in the sample range in size from about €65 million to €30 billion in annual revenue. Food and beverage companies produce beverages, snack foods, meat products, seafood products, dairy products, dietary supplements, and other consumable food products. Some are suppliers to other food manufacturers or to the food service industry, while many also distribute consumer products to retailers or directly to consumers. This subsector does not include retailers of food and beverages, such as restaurants, unless they also manufacture their own food and beverage products.
October, 2024
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Nordics Digital Services 2023–2024 Market Insights™
The Nordics Digital Services 2023–2024 Market Insights™ assists organizations in identifying important demand-side trends that are expected to have a long-term impact on any digital projects in the Nordic region. The report also highlights key challenges that enterprises face today.
December, 2023
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IT Spending and Staffing Benchmarks 2025/2026: Chapter 3B: Benchmarks by Organization Size: Midsize
In these chapters, we provide a complete set of benchmarks for organizations within the specified size classification. Small organizations benchmarks are in Chapter 3A, midsize organizations in Chapter 3B, large organizations in Chapter 3C, and very large organizations in Chapter 3D. There are 66 respondents in the small organization sample, 73 in the midsize sample, 86 in the large sample, and 84 in the very large sample.
August, 2025
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Hybrid Enterprise Cloud Services 2023–2024 Market Insights™
The Hybrid Enterprise Cloud Services 2023–2024 Market Insights™ assists organizations in identifying important demand-side trends that are expected to have a long-term impact on any hybrid enterprise cloud projects. The report also highlights key hybrid enterprise cloud services challenges that enterprises face today.
February, 2024
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IT Spending and Staffing Benchmarks 2025/2026: Chapter 14: Transportation and Logistics
Chapter 14 provides benchmarks for the transportation and logistics sector. The 39 respondents in this sample range in size from a minimum of $50 million to over $80 billion. The category includes organizations that operate buses, trucks, railways, airlines, barges, and ships. The sector also includes logistics companies that transport goods, transportation companies, and regional transportation authorities that move people.
August, 2025
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Multisourcing Service Integration 2023–2024 Market Insights™
The Multisourcing Service Integration 2023–2024 Market Insights™ assists organizations in identifying important demand-side trends that are expected to have a long-term impact on any MSI project. The report also highlights MSI challenges that enterprises face today.
April, 2024
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IT Spending and Staffing Benchmarks 2025/2026: Chapter 36: Life and Annuity Insurance Subsector Benchmarks
Chapter 36 provides benchmarks for life and annuity insurance companies. The firms in this sector include companies that sell life insurance, long-term disability insurance, annuities, and other types of insurance. The 16 respondents in this sector range in size from a minimum of about $300 million to over $50 billion in annual revenue.
August, 2025
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Revolutionizing Gen AI Operations: Portkey’s End-to-End LLMOps Platform
Generative AI is now vital in enterprise operations, yet many companies struggle to move projects from proof of concept to production due to the lack of robust model management and orchestration. Large language model operations (LLMOps) offers the tools and practices needed to develop, deploy, and maintain LLMs, providing essential infrastructure for managing their life cycle. Portkey excels in this space, offering a comprehensive LLMOps platform with observability, analytics, prompt management, and more. It positions itself as the only full-stack LLM orchestration platform covering the entire LLMOps value chain, including evaluation, deployment, monitoring, and remediation.
July, 2024
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