RTM Journal

Notes on building AI-native education products.

A minimalist collection of ideas, experiments, and practical implementation stories from the RTM Class team.

Showing 10 articles

Product Design

Designing A Calm AI Learning Flow For Busy Educators

A practical framework for reducing cognitive noise in AI-assisted lesson generation without sacrificing quality.

March 1, 20267 min read
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Engineering

From Document To Worksheet In Minutes: A Practical Pipeline

How to structure your content pipeline so AI output stays consistent across subjects, levels, and curriculum standards.

February 22, 20269 min read
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Operations

Operational Playbook For Rolling Out AI In Schools

A field-tested rollout plan covering stakeholder onboarding, quality governance, and day-one implementation metrics.

February 10, 20268 min read
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Teaching

Teaching With AI Without Losing Your Voice

How educators can keep instructional identity while delegating repetitive drafting work to generative tools.

January 29, 20266 min read
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Quality

Quality Checks That Catch Hallucinations Early

A practical QA checklist to identify factual drift and citation gaps before AI-generated content reaches students.

January 20, 20265 min read
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Operations

Building A School-Ready AI Governance Model

A lightweight governance blueprint for institutions adopting AI content workflows at scale.

January 13, 202610 min read
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