CTOs’ sentiment about the state of the economy compared to a year ago CTOs’ sentiment about the state of the economy compared to a year ago
Technology budgets in 2023 compared to 2022
Companies whose growth in tech budget was driven primarily by AI investments
Technology budget as a percent of revenue
Size of engineering team in 2023 compared to 2022
Size of engineering team as a percent of total workforce
Compared to a year ago, attracting engineering talent is:
The AI advances of the past year:
When it comes to generative AI, my team is:
When it comes to generative AI:
Generative AI has improved our company by:
Generative AI will:
When it comes to generative AI, I plan to:
My strategy for using foundation models is to:
More optimistic
Less optimistic
No change
Grew by more than 25%
Grew by up to 25%
Stayed flat
Shrank by up to 25%
Shrank by more than 25%
5% or less
6% to 10%
11% to 25%
26% to 50%
More than 50%
Grew by more than 25%
Grew by up to 25%
Stayed flat
Shrank by up to 25%
Shrank by more than 25%
Up to 10%
11% to 25%
26% to 50%
More than 50%
Much easier
Slightly easier
The same
Slightly harder
Much harder
Caused us to change our strategy
Caused us to change our product roadmaps
Changed the capital requirements for my team
Changed the talent requirements for my team
Changed the competitive landscape for my company
Made our programmers more productive
Steeped in the technology and ready to leverage it in our products
Enthusiastic but in need of training
Interested but unsure where to start
Opposed to generative AI
We want to be innovators/develop new GenAI capabilities
We want to be on the leading edge of adoption
We want to act fast but responsibly
We are selective and cautious
We don’t believe the hype
Making us more productive
Compressing our product cycles
Making non-techies more involved in product development
Improving our customer service
Improving our morale
N/A (No improvement)
Improve our products
Improve our internal IT systems
Increase our productivity
Streamline internal processes and drive collaboration
Involve non-techies in our product development
Primarily use third-party tools and services
Primarily adapt open-source models to my needs
Do both
Rely on ChatGPT and other general-purpose foundation models
Fine-tune commercially available foundation models based on our internal data
Build my own foundation models
Use a mix of these strategies
Compare by Region Sector Stage Clear