I'm Ian, and I build software for clinicians — I'm not one myself. So most of what I know about an eligibility report for a school, I learned by listening. A clinician finishes the testing, knows what they think, and then faces the part that eats the evening: putting it into a document that a family can understand and a school team can act on without a single sentence coming back to bite them.
That tension — clear for a parent, defensible for a committee — is the whole job. And the writing is where the hours go.
Turning a determination into a document is where the hours go.
What is an eligibility report in the school setting?
It's the document that decides whether a child qualifies for support at school. A clinician gathers the history, runs the measures, weighs the results, and then writes a determination that a school team relies on to open — or not open — a door for that student. It carries weight in two directions at once: a family reads it hoping to understand their kid, and a committee reads it to justify a formal decision. Psychologists tell me both audiences are sitting in their head the whole time they write.
That's what makes this report-type its own animal. A progress note is for the clinician and the chart. An eligibility report is for people who weren't in the room and will make a real decision based on it.
Why does the write-up take so long?
Because the thinking is done and the formatting isn't. Over and over, clinicians describe the same split: the determination itself comes quickly — they've done this many times, they know what the pattern means. What drags is translating that judgment into a document that's clear, complete, and worded carefully enough to hold up.
The published numbers line up with what I hear. A survey of 93 psychologists found they spend around five hours a week on non-billable paperwork, and that 51.6% rated that administrative load as a real source of stress. One clinician told me a single full report can run ten to fifteen hours — and most of that is writing, not testing. The work is real; it's just not the part anyone trained for or gets paid fairly for.
Clear for a family, defensible for a school team — both at once.
Why does clarity matter as much as defensibility?
Because a family is on the other end. An eligibility determination isn't an internal memo — it's often the first time parents get a structured picture of what their child needs. If it's written in dense jargon, they leave more confused than when they walked in. If it's written too loosely, the school team can't lean on it. The clinician has to thread both at once, in their own careful wording, and that threading is slow when you're doing it sentence by sentence at the end of a long day.
A clinician put it to me plainly: she doesn't want a template that flattens her judgment into boilerplate. She wants the report to sound like her — because her name is on the determination, and a family will read it as her saying this about their kid.
The write-up happens after the kids are in bed, off the clock.
When does this writing actually get done?
Too often, at night, unpaid. This is the pattern I hear most and like least. The testing is billable. The conversation with the family is billable. The two, three, four hours of turning it all into the eligibility report — that happens after the kids are in bed, off the clock, on a laptop at the kitchen table. "Unpaid prep before and after" is the phrase that comes up again and again. I hear the same in the unpaid hours clinicians spend on reports after the kids are asleep and in what goes into a psychoeducational report. The research backs the cost of that: sustained workload like this is tied directly to emotional exhaustion. It's not a scheduling quirk. It's a slow tax on the people we most need to keep in the field.
How can software help without taking over the judgment?
By doing the assembly, never the deciding. This is the line I care about most, so let me be exact about where Soma sits. The clinician makes the eligibility determination — full stop. That is their expertise, their license, their call. What Soma does is take the structured pieces and produce a first draft of the write-up that already reads in the clinician's own voice and structure, so the slow translation step isn't starting from a blank page at 10pm.
The goal is simple: a report that reads like yours, not a generic template. The clinician reviews every line, edits anything that isn't exactly right, and keeps complete ownership of the determination and the wording. Soma is software for clinicians — it drafts, it doesn't decide, and it makes no claim about the child. If you want to see how the reports side works, that's the heart of it: your judgment, your voice, with the typing load lifted off the evening.
What changes when the draft starts written, not blank?
The hours move back into daylight. When a clinician opens an eligibility report that's already in their structure and phrasing, the work shifts from composing to reviewing — and reviewing is far faster, and far less draining, than generating every sentence cold. The careful judgment is still theirs. The defensible wording is still theirs to confirm. But the part that used to swallow the evening becomes a focused pass they can finish before they go home.
One clinician told me the difference wasn't really about minutes. It was that the report stopped following her home. That's the outcome I'm actually chasing here — not a faster machine, but a clinician who gets their nights back without giving up an ounce of the care that makes their reports worth trusting. See how Soma drafts a report you review and sign.
A note on what I'm sure of, and what I'm not
I won't pretend to know how to make an eligibility determination — that's the clinician's craft, and I have a lot of respect for how hard it is to get right for a real child and a real family. What I do know is the writing burden, because clinicians have been generous enough to walk me through it. The determination is the part they trained for. The write-up is the part that's quietly costing them their evenings.
If we can take the typing off without touching the judgment, that feels like the right kind of help. Thank you to every clinician who's told me how this work really goes — it means a great deal, and it's the only reason we build the right thing.
— Ian
