The Critical Method

We follow a “Diagnosis First, Tools Second” approach. Most AI initiatives in schools fail because they skip the hard questions. We don't.

PHASE 01

The Diagnostic

“Finding the three or four places where better systems create disproportionate returns.”

The Attention Trail

Start where teacher time and energy actually flows: not philosophically, but literally. Where do planning hours go? What consumes the most faculty meeting time? What drains teachers between 3pm and 5pm? Most schools run on institutional memory disguised as process. The people closest to students often have no documentation for what they actually do.

The Friction Points

Don't ask 'what's your biggest challenge' because you'll get aspirational answers. Ask: 'What task makes you want to quit?' 'What do you redo most often?' 'What would you eliminate tomorrow if you could?' Pain is specific. If a teacher describes frustration in abstract terms, you haven't dug deep enough.

The Assessment Gap

What decisions about student progress are made on intuition versus real data? Not because intuition is wrong (experienced teachers have excellent intuition), but because it reveals where visibility is missing. 'How do you know when a student is falling behind?' If the answer is 'I just know,' you've found a gap worth examining.

The Handoff Disasters

Every time a student's information passes from teacher to teacher, grade level to grade level, or department to department, something gets abbreviated or dropped. Map those transitions. 'How does a student's learning history travel from 6th to 7th grade?' The gaps between systems are where students fall through.

The EdTech Graveyard

What software did your school purchase that nobody actually uses? This isn't a technology failure; it's a process failure. The tool didn't fit the real workflow, no one had bandwidth to implement it, or it solved a problem the school didn't really have. Understanding the graveyard is how you avoid filling it again.

The Missing Tool

What workarounds do your teachers run because no existing app does exactly what they need? A spreadsheet held together with prayer, a Google Form that almost works, a process nobody has documented. That workaround is a tool waiting to be built, and with Claude Code and modern AI development tools, building it is now within reach for any school.

Strategic Training

The best system is worthless if teachers treat it as a foreign object. We map who needs to know what, build training around actual classroom and administrative workflows, and ensure the people closest to students can lead the tools. Faculty should own the AI, not rent it from a consultant.

The Goal: The diagnostic phase isn't about cataloging everything a school does. It's about finding strategic leverage points where better systems create disproportionate returns for teachers and students.

Strategy Model

We design a custom implementation plan for your school. This ensures teacher judgment and student formation remain central while automating the administrative and repetitive tasks that consume faculty without producing learning.

Implementation

Using Claude Code and modern AI development tools, we build custom apps and workflows tailored to your school's actual processes. No off-the-shelf software that almost fits. Tools your faculty can own, maintain, and extend.

Training & Handoff

Technology is useless if teachers see it as a threat or a burden. We train around real classroom and administrative workflows so your faculty leads the AI, not the other way around.