@MongoDB: A legacy stack wasn’t going to power an AI-native future. https://mongodb.social/6011BEai8U founder Samantha McBride sh…
Summary
Samantha McBride's company migrated from a legacy stack to MongoDB to build a flexible financial services platform, enabling easier AI agent deployment without client data restructuring.
View Cached Full Text
Cached at: 07/28/26, 06:32 AM
A legacy stack wasn’t going to power an AI-native future.
https://mongodb.social/6011BEai8U founder Samantha McBride shared how the team moved to MongoDB to build a more flexible, secure platform for financial services, making it easier to deploy AI agents without restructuring client data.
Learn how https://mongodb.social/6011BEai8U is building on MongoDB: https://mongodb.social/6012BEai8q
Similar Articles
@MongoDB: 10 years. Thousands of customer outcomes. One platform built for what’s next. As MongoDB Atlas reaches its 10-year mile…
MongoDB Atlas celebrates its 10-year milestone, highlighting customer success stories from Amadeus, Marsh, Toyota, and Cisco that demonstrate how the platform enables faster innovation, AI-readiness, and resilient applications.
@saameeey: https://x.com/saameeey/status/2062229308878581772
The article discusses how AI products require a new 'AI integration layer' to handle context retrieval, tool execution, model routing, and observability, and references Merge.dev's infrastructure for this purpose.
@eglyman: Introducing Stack. The AI operating system that lets accounting firms take on more clients without hiring. Learns your …
Stack is an AI operating system for accounting firms that automates processes, enabling firms to take on more clients without hiring additional staff.
A Marc Benioff-backed startup thinks AI can solve the AI deployment problem
June, a stealth startup backed by Marc Benioff, emerged with $20M in pre-seed funding to help enterprises deploy AI agents by scanning legacy systems and providing step-by-step integration guides.
@awscloud: What happens when your next million users aren't human?
AWS VP Matt Yanchyshyn discusses the rise of agentic AI, where autonomous agents become a new class of software users, and urges ISVs to adapt their SaaS products for agent consumption within months.