The AI-Fluent SDLC
Software teams have adopted AI fast, but benefits are still anecdotal. This paper examines why, and what separates the teams that convert AI into delivery gains, from those that do not.
The AI-Fluent PDLC
Read this paper if:
- Nearly everyone on your team has an AI subscription
- Cycle times have not reduced and overall productivity gains are elusive
- You’d like a framework on how to move your team to AI fluency
- Most AI spend is concentrated on coding, which is just a fraction of your delivery cycle (6% for the study in this report). Weeks go by in the other 94% of getting your ticket to production.
- AI fluency is when teams can deliver fast AND trust what they ship. This paper is our analysis of what it takes for teams to achieve this.
- It is grounded in DORA’s research, experience from our team of AI Forward Deployed Engineers, and our 20+ years of experience building software for highly regulated industries.
The AI-Fluent PDLC
Read this paper if:
- Nearly everyone on your team has an AI subscription
- Cycle times have not reduced and overall productivity gains are elusive
- You’d like a framework on how to move your team to AI fluency
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