We delivered an AI special education coordinator for a West Ashley mother with three hundred pages of school records — one that builds a single timeline from every evaluation and email, diffs each IEP draft against the last so a quietly softened goal cannot slip past, reconciles service minutes promised against service minutes actually logged, and hands her a two-page brief before she walks into the meeting.

Her son was seven when a reading specialist told her in a hallway, between other conversations, that he was probably just a late bloomer. He is nine now, in third grade at an elementary school in West Ashley, and he has dyslexia and dysgraphia. That took two years and twenty-four hundred dollars of her own money to establish, because the first evaluation came back ineligible and she did not know that she could disagree with it in writing. By the time she brought us the file it was a banker's box: three hundred and forty pages of evaluation reports, five versions of an individualized education program, prior written notices, progress monitoring printouts, work samples, and an email thread involving four different staff members, two of whom no longer worked at the school.

An IEP is a promise written in minutes. His said a hundred and fifty minutes a week of specialized reading instruction in a group no larger than four, plus thirty minutes of occupational therapy. Whether any of that happens on a given Tuesday is essentially invisible from a kitchen table in West Ashley. Service logs exist, but a parent has to know to ask for them, and they come back as scans.

Progress is presented at meetings by the people delivering the service, in charts they select. And the annual review is forty-five minutes across a table from seven district employees who do this every week, opposite one parent who does it once a year and has not slept. What we built reads the whole box. It builds one timeline from every document and every email, so the sequence of what was said, promised, and delivered can be seen at once instead of reconstructed from memory.

It diffs the IEP versions against each other. This turned out to be the most valuable thing it does. Between one draft and the next, a goal that read "will read ninety words per minute with ninety-five percent accuracy" became "will demonstrate growth in reading fluency." That is not a wording change, it is the removal of the only thing that could later be measured, and it sat in the middle of a paragraph in a nineteen-page document that arrived by email on a Friday afternoon.

Now that kind of edit surfaces the day the draft lands. It reconciles minutes. Given the logs, it counts what was delivered against what was owed, week by week. Across one semester he received ninety-six of his hundred and fifty minutes in eleven of eighteen weeks, and occupational therapy did not happen at all for five consecutive weeks during a staffing vacancy that was never put in writing to her.

Nobody hid that. It simply was not anyone's job to notice. It plots his progress monitoring scores against the trajectory his own goal implies, so "he is making progress" becomes a line with a slope she can look at. And before every meeting it produces two pages: what was agreed last time, what was delivered, what the data shows, and the four questions worth asking — each with the page and date of the document that supports it, plus what to put in writing afterward, because a request that is not in writing did not happen.

It does not give legal advice, and it says so out loud. When something crosses from a documentation question into a dispute, it tells her plainly that this is a question for an advocate or an attorney rather than answering it. She took the brief into the April review. The district agreed to twenty-two hours of compensatory reading instruction over the summer, and service logs now come to her monthly without her asking, because that is written into the document.

Preparing for a meeting used to consume most of a week in the back of her mind. She now reads the brief in the car. "I'm not trying to fight anybody," she said. "I just wanted to walk in knowing the same things they know."