
Blogs
We write content in order to support and enable growth in the world's tech communities

AI and machine learning in healthcare: A guide for executives
January 7th 2026
Discover how AI and machine learning in healthcare are transforming diagnostics and operations. A strategic guide for healthcare leaders.

Why MCP is key to avoiding intelligent chaos in AI
January 7th 2026
MCP is a standardized layer of communication and context between AI models, agents, and enterprise systems.

MCP: The silent trend that will define AI architecture in 2026
January 7th 2026
MCP is a standardized layer of communication and context between AI models, agents, and enterprise systems.

Generative AI vs. Machine Learning: A Guide for Businesses
January 7th 2026
Unsure whether to choose generative AI or machine learning? Discover their differences, benefits, and how to choose the right solution to scale your business with Rootstack.

Data Science and Machine Learning: Unlocking its benefits
January 6th 2026
Discover how Rootstack applies data science, AI, and ML to transform your business. Explore the benefits of machine learning and real-world use cases.

Things to consider when selecting Nearshore Partner
January 4th 2026
Developing a software is a complex, time-consuming and usually expensive task. Choosing to outsource part of the entire development team to a nearshore development partner can be a wise choice. Not only because it is relatively affordable and cost-effective, but because it offers a new set of benefits for growing business that are looking to expand their reach.

A practical guide to integrating AI into existing software products
January 2nd 2026
The current challenge for technology leaders is not finding where to apply AI, but discerning which applications will generate tangible value in the short term.

Where to invest in AI in the next 12 months? A strategic guide for CTOs
January 2nd 2026
The current challenge for technology leaders is not finding where to apply AI, but discerning which applications will generate tangible value in the short term.

The pilot trap: How to scale AI in your company
January 2nd 2026
We will explore the specific steps to effectively scale AI within a business organization.

Step-by-step guide to building an AI-ready software architecture
January 2nd 2026
Implementing AI on a fragile technological foundation is a recipe for failure: unmanageable latency, runaway cloud costs, and critical security risks.

AI in production: Lessons learned after implementing ML at scale
January 2nd 2026
This article distills our experience into practical lessons about what really happens when AI leaves the lab and enters the real world.

MCP and security: Protecting AI agent architectures
December 29th 2025
The Model Context Protocol (MCP) acts as a universal language to connect AI assistants with systems where the data resides.