Six Red Marbles · AI + Human Insight

AI + HI: Resources and Expertise
for Higher Education

AI can speed up nearly every part of course development. Deciding what students should learn, and whether they actually did, still takes people who know the discipline and the learners. This page gathers everything SRM has built to help institutions design with both.

Self-Assessment

Not sure where your college or university stands?

The AI + HI Readiness Checklist asks 17 questions about your strategy, faculty capacity, and governance. It scores your answers as you go and emails you a personalized summary at the end.

Try the Checklist →
The Framework

What AI + HI means in practice

AI + Human Insight is SRM's framework for course and assessment design in the AI era. The premise is simple: AI is good at speed and scale, and people are good at judgment. A course benefits from the first only when someone with real expertise stays responsible for the second.

In practice, AI supports the drafting and scaffolding work, while faculty and instructional designers keep the course aligned to its objectives and make the judgment calls about learning and equity that shouldn't be delegated to a model.

Everything has to be reviewed; everything must be seen through a human lens. The raw output is not product—it's only the first step. — James Peters, Team Lead, LXD, Six Red Marbles
Why It Matters Now

Turning momentum into shared practice

Most campuses we talk with already have real momentum. Faculty are experimenting on their own, and leadership agrees AI belongs in the strategy. The next step is turning that energy into consistent instructional practice, and that's where a framework earns its keep.

SRM's Approach

How we work with institutions

  • Partnership models that fit your governance and keep faculty authority intact
  • Assessment redesign that takes AI availability as a given and keeps the focus on learning and integrity
  • Capacity building designed so your team grows more self-sufficient with every project

30+

Years of Expertise

Designing learning experiences at scale across higher education.

1,000+

Courses Developed

Across institutions of every size, format, and discipline.

3

Readiness Pillars

Strategy, faculty capacity, and governance. Readiness means all three moving at once.

Our AI + HI Resources

Webinars
Articles & Spotlights
In-Depth Resources
  • Whitepaper From Exploration to Alignment

    A strategic blueprint for AI + Human Insight in higher education, covering governance, faculty development, and course design at scale.

Ready to Move Forward?

Course design is where AI + HI becomes real.

Progress happens course by course, with faculty at the table and your institution's governance in view. Tell us where you are, and we'll help you figure out what comes next.

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Get in Touch

Ready to Discuss AI at Your College or University?

Fill out the form and a member of the SRM team will reach out to schedule. If you've taken the Readiness Checklist, mention it in your note; your results give the conversation a head start.

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