Brisk Teaching vs Colleague AI
Brisk Teaching is a Chrome extension that helps individual teachers with planning and feedback tasks inside Google Docs, Slides, and Canvas. Colleague AI is a comprehensive AI Platform for schools and districts, built on $18M+ of federally funded research, supporting the full teaching lifecycle for students, teachers, administrators, and district leaders.
Try Colleague AI →Both want to help teachers. Built very differently.
There's no shortage of AI for teachers right now. The honest question isn't which one is "better" in the abstract — it's which one fits the way your school actually works, and whether the impact lasts beyond Sunday-night planning.
Browser-based AI assistant for individual teachers.
Primary user: Teachers, one at a time.
Shape of the product: A Chrome extension that layers AI assistance onto the apps teachers already use — Google Docs, Slides, Canvas. Strong on planning and feedback tasks. Light on everything else.
Adoption pattern: Per-teacher install in the browser. There is no system-wide deployment model; adoption spreads teacher to teacher.
Comprehensive AI Platform for schools & districts.
Primary users: Students, teachers, administrators, and district leaders — together, on one platform.
Foundation: $18M+ in federal R&D from NSF, the U.S. Department of Education, and the Institute of Education Sciences. Built within the education research ecosystem, in partnership with the University of Washington's AmplifyLearn.AI Research Center, led by Dr. Min Sun.
Shape of the product: Institutional infrastructure. One context — this student, this class, this curriculum, this district — flows through the entire teaching lifecycle: plan, instruct, assess, analyze, iterate.
Brisk covers planning & feedback in the browser. Colleague covers the whole institution.
Six categories determine whether AI in your school is a productivity tool or institutional infrastructure. Here's where each platform shows up — pulled from our full comparison matrix.
foundation
lifecycle
intelligence
context
rostering
leadership
Procurement teams: want the full row-by-row comparison?Request the matrix →
Three places the difference between a browser extension and a platform shows up.
An AI without research-grounded pedagogy can recommend the wrong things — confidently.
Unless an AI model is fine-tuned on research and evidence-based instructional practices, it can propose useless, wasteful, or even harmful approaches in the classroom. Colleague's instructional choices are shaped by $18M+ of NSF, DOE, and IES research and a partnership with the University of Washington's AmplifyLearn.AI Research Center. Brisk Teaching was not built within the education research ecosystem.
Without student data flowing through the system, every output starts from a blank prompt.
An AI with no longitudinal understanding of the student cannot accurately plan, assess, give feedback, or suggest the next instructional move. Colleague maintains a structured understanding of each student's learning history, tracks performance over time, and categorizes student AI usage by Depth of Knowledge level. Brisk does not.
A browser extension lives one teacher at a time. A platform serves the whole school at once.
Brisk Teaching is installed per-teacher in the browser. There is no system-wide deployment model, no district-level rostering, no LMS integration, no admin visibility into AI usage. That's fine for individual productivity — it's not how a district adopts, governs, or measures AI as institutional infrastructure. Colleague is deployed at the institution level, with rostering, usage analytics, and district-wide visibility on day one.
Browser extension or platform? It depends on what you're buying.
An individual teacher who lives in Google Docs all day is asking a different question than a district building AI infrastructure. Both are valid questions; the right answer depends on which one you're actually answering.
You want AI layered onto the apps you already use.
- You live inside Google Docs, Slides, and Canvas all day
- You're an individual teacher comfortable installing a Chrome extension
- You want help with planning and feedback specifically — not the full instructional cycle
- Your district hasn't formalized an AI strategy yet
- Per-teacher rollout is acceptable; no LMS or rostering needed
- You're comfortable layering additional AI tools to cover everything the extension doesn't
You're buying institutional AI infrastructure.
- Your school or district is making a strategic AI decision, not just buying licenses
- You need the full teaching lifecycle covered: plan → instruct → assess → analyze → iterate
- Federally funded research and evidence-based pedagogy are non-negotiable
- Persistent student-level intelligence — across the year, across roles — matters
- District knowledge (policies, curriculum, standards) needs to live inside the platform
- Admin and leadership tools — usage analytics, forecasting, school improvement — are required
- You want one system serving students, teachers, administrators, and district leaders together — not five
- Eliminating tool sprawl is a budget priority
Try the AI built for the whole school — not just the browser tab.
Plan a lesson. Preview it on your real students. Collect the work in any format. Grade it on rubric. Watch the student-level intelligence build over time. See what a platform feels like — versus a browser extension you have to wire up to four other tools.
Try it now →
Create and Improve Assessments
Create assessments aligned to standards and generate rubrics in minutes.
Significantly Reduce Time on Grading
Use AI for grading, without removing human involvement. Improve feedback quality without sacrificing time.
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