InnovateED 2026
Using AI to Enhance Your Research Workflow · 7 October 2026

Opening segment · InnovateED 2026

What do you mean, research?

Same word, different routes. How we built an eight-phase map of research by researching research.

Before we start

Write down one real question from your work

Derivation

How we arrived at eight phases

Four steps: pool the literatures, check what existing models cover, stress-test against industry frameworks, and take back what they do better.

Derivation

Disambiguation

Which kind of research is your question?

People say “research” and mean different work. Each sense takes its own route through the same eight phases.

Disambiguation

Researching research

The arc, run on itself

Each turn of the spiral is a version of the arc. Each step is labeled with the phase it performed on the arc itself.

Researching research

Self-referential loops

Research changes its own inputs

Its methods, its tools, its researcher, and sometimes its own subject. Some of those loops correct themselves. Some only reinforce.

Self-referential loops

Field notes before you use the tools

What to know before the case studies

References

Before you open the case studies

Think of the last time you used AI on a research question. Which of these did you actually do?

Bridge to the Interactive Case Studies