Transitioning to Agentic Engineering
98% of Leaders See Agentic AI Speeding Software Delivery
A SoftServe and MIT study finds firms expect AI agents to manage software lifecycles end-to-end within two years.

Digital visualization of software code and glowing nodes representing artificial intelligence agents in a high-tech engineering environment.
Photo: Avantgarde News
A new global study by SoftServe and MIT Technology Review reveals a major shift toward agentic engineering [1]. The report shows 98% of technology leaders expect AI agents to accelerate software delivery [2]. Most organizations believe these agents will manage the entire software lifecycle within two years [1]. While optimism is high, the transition presents new challenges for modern businesses. Industry analysts note that cost concerns remain a significant factor for leaders adopting these advanced systems [3]. Despite these hurdles, many firms are moving away from pilot programs toward full integration [2].
Editorial notes
Transparency note
Drafted with LLM; human-edited
- AI assisted
- Yes
- Human review
- Yes
- Last updated
Risk assessment
Reviewed for sourcing quality and editorial consistency.
Sources
- 1.↗
softserveinc.com
https://www.softserveinc.com/en-us/news/agentic-engineering-global-study-softserve-mit
- 2.↗
globenewswire.com
https://www.globenewswire.com/news-release/2026/04/14/3273504/0/en/98-Say-Agentic-AI-to-Speed-Software-Delivery-from-Pilot-Purgatory-in-New-Report-by-SoftServe-and-MIT-Technology-Review.html
- 3.↗
ciodive.com
https://www.ciodive.com/news/cost-concerns-loom-agentic-ai-software-development/817484/
Related stories
View allTopics
About the author
Avantgarde News Desk covers transitioning to agentic engineering and editorial analysis for Avantgarde News.


