2025 AI Ecosystem

Why Read This Research

Generative AI isn’t a simple, plug-and-play software product you can use right out of the box. To successfully implement AI solutions, higher education leaders need a solid understanding of the broader AI ecosystem. This infographic breaks down the technology behind today’s AI applications and explores the AI vendor and product ecosystem to support AI preparedness and decision-making.

Features

• Vendors in Focus: Alteryx, Anthology, Anthropic, AtlasRTX, Amazon Web Services, Comm100, Databricks Inc, Dataiku, DataRobot, Domino Data Lab, Doowii, Education Advisory Board (EAB), EdSights, Ellucian, Gecko, Gideon Taylor, Google, Gravyty, H2O.ai, HelioCampus, IBM, Jenzabar, Kore.ai, Mainstay, Microsoft, Mongoose Research, OpenAI, Oracle Corporation, Pathify, Praxis AI, QuadC (by TutorOcean), Salesforce, SAP, Workday
• Software Category in Focus: Chatbots, AI/ML Platforms, Student Analytics
• Future Campus Impacts: Outcomes, Recruit, Retain, Employ, Fundraise, Operations, Revenue, Governance, Risk, Innovate
• Author: Alpha Hamadou Ibrahim, PhD, Vice President of Data, Analytics, and AI, and Trevor Skelton, Analyst and Junior Data Scientist, Tambellini Group
• Research Availability: April 2025