Big Companies Are Pivoting to In-House AI Systems
agihouse_org · x · 2026-07-12
[Repost] The core takeaway of this post is that large enterprises are shifting from "buying software + outsourcing consulting" to "building custom systems in-house," signaling a broader industry shift.
The post highlights two signals:
- Starbucks reportedly spends $400 million annually on software and announced a migration away from IBM and Microsoft to build custom systems internally.
- The author suggests that after OpenAI and Anthropic entered the consulting space in Q1, the blurring lines between "software, services, and consulting" are further validated.
The reposter concludes that big companies are no longer willing to pay for software that "only fits halfway," preferring to integrate their data and workflows into proprietary systems.
Related event: Starbucks Shifts to Custom Systems, Reflecting Enterprise Trend(4 posts)→
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