Why Are Software Budgets Increasing in 2027?
In response, over 80% of business and IT leaders plan to increase their software and AI budgets next year. The volatility in pricing means companies must allocate more funds upfront or build flexibility into their forecasts to accommodate usage spikes and unexpected charges.
What Impacts Do Consumption-Based AI Pricing Models Have?
This unpredictability can strain finance teams and prompt IT departments to monitor and optimize AI usage more closely, implementing governance and usage policies to avoid runaway costs. It also incentivizes organizations to invest in optimizing data quality and AI context to maximize model effectiveness per usage unit.
How Should Organizations Adapt Their AI Investment Strategies?
Targeted investments in foundational capabilities enable AI systems to deliver more accurate and relevant results with less consumption, effectively controlling costs despite the shift to pay-per-use pricing. Additionally, companies can prioritize AI applications in customer experience and marketing where ROI might be highest.