The Data Layer | Perfectly Unacceptable

Generate Meeting Prep from your child’s data

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The longitudinal AI reads everything you’ve logged for your child — uploaded IEPs, accommodations and effectiveness, goal progress, communication-log entries (calls, emails, promises). It returns cited talking points for your next meeting, each grounded in your child’s actual history. The longer you log, the smarter it gets.

Antonio’s Full Timeline

Every IEP, communication, accommodation change, and observation logged for your child — in one chronological feed. The longer you log, the more this becomes the receipt that protects them.

How it works

You already collect the documents. You just don't have time to read them like a forensic investigator. We do.

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Upload everything you have

Daily teacher logs, ClassDojo screenshots, behavior charts, IEPs, progress reports, report cards, emails — plus audio or video recordings of every IEP meeting and parent-teacher conference. Drag-and-drop. We organize by date and child automatically.

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AI reads everything

Pattern detection across years of documents. We compare what the IEP says, what the progress reports claim, and what the daily logs actually document. Contradictions become visible.

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Get the receipts

A court-ready timeline. Service-shortfall reports. Restraint detection. Staff pattern alerts. Records request templates pre-filled with the legal citations for your state.

Try the Hidden Restraint Detector now ✦ Live (beta)

Paste a daily teacher log, behavior chart entry, progress report, or any communication from school. Our AI flags euphemistic language that masks restraint, seclusion, or aversive intervention — the words schools use when they don't want to write "we held him down."

Requires sign-in. Your text is stored privately and analyzed only for you.

What it finds that no one else catches

A human can't read 180 logs a quarter. Your AI does it every night while you sleep.

Service Shortfall Detector Q3 2026 — in build

Are they actually delivering the minutes?

Compares IEP-mandated service minutes to what your daily logs and service logs actually show.

Sample finding: IEP says 60 min OT/week. Logged sessions average 38 min/week. That's a 37% shortfall under 34 CFR §300.323.

Hidden Restraint Detector Live (beta)

When "redirected" actually means restrained.

Flags euphemistic language: "hold," "block," "physical assist," "calm room," "needed support to body."

Sample finding: Restraint-pattern language appeared 11 times in 6 weeks. Under your state's reporting law, you're entitled to written incident reports for each.

Contradiction Engine Q3 2026 — in build

Daily reality vs. quarterly story.

Compares the optimistic language in progress reports to what the daily logs actually document.

Sample finding: Q3 progress report claims "steady social-emotional progress." Daily logs document 14 aggression incidents and 31 work refusals this quarter.

Communication Breakdown Alert Q3 2026 — in build

When the logs stop, something happened.

Tracks daily-log frequency over time. Sudden drops in communication usually mean the school is hiding something.

Sample finding: Logs averaged 4.2/week Sept-Feb. After Feb 28, frequency dropped to 0.6/week. Ask what changed on or around Feb 28.

Staff Pattern Detector Q3 2026 — in build

Same names, every time.

After a year of logs, the same 2-3 staff names appear in every incident. Some help; some don't.

Sample finding: Para "M. Johnson" named in 9 of 12 documented incidents. Para "L. Chen" named in 0. Request L. Chen as primary 1:1 support.

Goal Regression Tracker Q3 2026 — in build

"Progressing" while regressing.

Tracks IEP goal data quarter over quarter. Flags regression hidden behind reassuring teacher language.

Sample finding: Reading goal target: 80 wpm by Q3. Last 4 progress reports show 42 → 44 → 41 → 43. School marked "progressing" on all 4. Data says regression.

🎤 Meeting Intelligence

Record the meeting. Let AI hold them to it.

Upload audio or video of every IEP meeting and parent-teacher conference. AI transcribes, attributes every quote to who said it, and compares what they promised in the room to what they wrote down later.

Promise vs. Paper Detector Q4 2026

"That's not what you said in the meeting."

Compares what was said out loud (transcript) to what made it into the written IEP. Catches every promise that quietly disappeared.

Sample finding: SPED Director said at 14:32: "We can absolutely add 1:1 paraprofessional support." The written IEP draft contains no 1:1 support. Flagged for follow-up.

Who-Said-What Attribution

Speaker-tagged transcripts.

AI identifies each voice: parent, classroom teacher, SPED teacher, principal, OT, SLP, district admin. Every quote is attributed and time-stamped.

Sample finding: Of 1,847 sentences spoken in the 90-min meeting: parent 312 (17%), district staff 1,535 (83%). Parent was interrupted 14 times.

Compliance Language Check

When they tell you things that aren't true.

Flags statements that contradict IDEA, your state's regs, or your child's existing rights ("we don't do that here," "the district can't afford that," "we don't write goals like that").

Sample finding: At 22:08 principal said "We don't fund 1:1 paras for kids on 504s." This contradicts 34 CFR §104.33. Pre-drafted citation response ready.

Tone & Power Dynamic Tracker

When they talk over you.

Detects interruptions, dismissive language ("I hear you, but..."), and patterns of who gets to finish their sentences. Patterns over multiple meetings tell a story.

Sample finding: Across last 3 IEP meetings, parent was interrupted an average of 11 times per meeting; district staff interrupted each other 0 times. Pattern flagged.

Action Item Tracker

"You said you'd send that by Friday."

Extracts every commitment with a deadline. Auto-generates follow-up emails when deadlines pass without delivery.

Sample finding: 7 action items from 4/2 IEP meeting. 3 completed. 4 overdue: OT eval (due 4/16), records release (due 4/9), behavior data (due 4/12), schedule revision (due 4/14). Follow-ups drafted.

Cross-Meeting Memory

"You said something different last year."

Years of recorded meetings become searchable. Surface contradictions across meetings, IEP cycles, and team changes.

Sample finding: 11/15/24: Director said "we don't have funding for 1:1." 3/22/26: Same Director said "1:1 has been available all along." Receipts pulled.

⚠ Important: Recording laws vary by state

Most states allow IEP meeting recording, but rules differ. One-party-consent states (like CT, MA, GA): you can record without telling anyone. Two-party-consent states (like CA, FL): everyone in the room must consent. Always notify the school in writing 48 hours before the meeting that you intend to record — we provide the template letter automatically based on your state. Schools cannot legally refuse a parent's request to record an IEP meeting in most jurisdictions when proper notice is given.

Sample longitudinal report

This is what your child's data dashboard could look like. Real reports go back as far as you can upload.

Aiden's Q3 Year-in-Review

Grade 4 · CT · 2025-2026 school year

Generated April 12, 2026

Sept 4

First daily log of school year. "Great first day! Aiden adjusted well to new para Ms. Johnson."

Oct 11

Daily log: "Tough morning. Needed to be redirected with physical support 3x." RESTRAINT LANGUAGE FLAGGED

Nov 22

Q1 Progress Report: "Aiden is making steady progress on social-emotional goals." CONTRADICTS 7 DAILY LOGS

Jan 14

Service log shows 32 min OT/week avg. IEP mandates 60 min/week. 47% SERVICE SHORTFALL

Feb 28

Last daily log of February. Logs drop from 4/week to 1/week. COMMUNICATION BREAKDOWN

Mar 30

Reading fluency: 43 wpm (target 80). Progress report says "progressing." DATA SHOWS REGRESSION

Apr 12

Recommended actions: file records request for restraint reports, request FBA, request OT make-up minutes. 3 LETTERS PRE-DRAFTED

✨ Champion Tier

Upload once. See everything.

The Data Layer is included with Champion membership ($29/mo). Join the waitlist to be first when it launches.

Join the waitlist →

"I had three years of daily logs in a binder and a folder of progress reports that didn't match. I knew something was wrong. I just couldn't prove it. The Data Layer would have proved it in five minutes."

— Courtney Turner-Serrano, founder, parent of an IDD child across 4 states

Your child's data is the truth.

The school controls the narrative. You control the documents. The Data Layer turns your binder into a court-ready timeline that nobody can argue with.