If you direct special education for a district, the AI tools worth your attention right now do four jobs: they read the documents you are accountable for, they draft the correspondence IDEA requires you to send, they turn progress data into something a team can act on, and they put accommodations in front of students without putting students in front of a chatbot. The seven below cover those jobs, and they are chosen for the person who signs the compliance certification, not the teacher writing a single IEP. If you want the teacher's list instead, the special education teachers post is the one to read.
One thing has changed since the spring, and it changes what you can approve. In September 2026 the District of Columbia published a model AI policy for school staff that states plainly: "Staff shall not use AI to evaluate or determine student eligibility for special education" (OSSE LEA AI Model Policy, September 2026). The same document permits AI to help draft IEP language, provided "All AI outputs should be considered advisory only, and staff must utilize professional judgment." That is the line, and holding it across forty buildings is your job rather than any vendor's.
The boundary that decides which tools you can approve
Every AI decision a special education director makes sits on one side of a line: eligibility, placement and services on one side, documents and logistics on the other. The first group is a team decision made by people, and the DC policy is the clearest statement yet that a district should write that down. The second group is where AI earns its keep.
The reason is not only policy. Under FERPA, a vendor handling student records has to be "under the direct control of the agency or institution with respect to the use and maintenance of education records", and a district's contract should "prohibit PII from education records from being used for other purposes or re-disclosed without the school's or district's permission" (US Department of Education PTAC vendor guidance). The same guidance warns that "mining or scanning for other purposes...will likely violate federal or state privacy laws". Tools that never see a student record are a smaller procurement problem than tools that do, and four of the seven below can do useful work without one.
Two obligations in the regulations create recurring work that AI is genuinely good at. Prior written notice has to be "provided in the native language of the parent or other mode of communication used by the parent, unless it is clearly not feasible to do so" (34 CFR 300.503(c)). And assistive technology is not a one-time question: "Each time an IEP Team develops, reviews, or revises a child's IEP, the IEP Team must consider whether the child requires AT devices and services" (Department of Education AT guidance). Translation at volume and an AT catalog your teams can actually use are two jobs software can take off your desk without touching a single eligibility decision.
How this list was built
The pool is the 29 tools in the directory's special education and accessibility category, plus the school administration and safety category for the leadership jobs, drawn from 138 records in total. Nobody pays to appear here and vendors cannot buy placement.
Four criteria decided the seven. Does the tool do a job that actually lands on the director rather than the case manager? Can a district run it without handing a vendor student records it does not need? Is the price published, or at least honestly described as quote-only? And does it leave the professional judgment where the law puts it?
Three tools that fit the subject were left out. Alder Branch is excluded because its directory record is damaged, with garbled description text and an empty feature list, so there is nothing reliable to quote. TeachScribe records FERPA and COPPA as "no" while collecting student data, which makes it a difficult recommendation for a US district. Edu Intelligence does interesting work across school data systems but is UK-hosted with quote-only pricing, which puts it outside what a US director can evaluate from a web page. Pricing and features were checked on September 26, 2026.
What the directory says about this market, and it is not flattering
Here is the finding, computed from all 138 directory records this week. The five jobs that structure a special education director's year are caseload management, due process and dispute resolution, state and federal reporting including the annual child count, Medicaid billing, and scheduling related service minutes. Not one of the 138 records mentions any of them. Not one. Only two records mention progress monitoring at all, FrenalyticsEDU and Kami.
The 29 tools in the special education category break down like this: 16 are free or freemium, four publish no price at all, 12 host data in the United States and seven in the United Kingdom, four state no hosting location, four leave FERPA blank, four leave minimum age blank, and five carry an independent security assessment from 9ine. So the market has built generously for the teacher who has to write the document and almost nothing for the administrator who has to certify it.
The AI market has built for the person writing the IEP and ignored the person accountable for it.
That gap matters more each year. In California, 15 per cent of students qualified for special education in 2024-25, up from 13 per cent in 2018-19, and San Diego Unified spends about $400 million a year on special education against roughly $125 million from state and federal sources (EdSource, February 24, 2026). Identification is rising, the federal government has never met its 40 per cent IDEA funding commitment, and nothing in the software market is about to absorb the difference. What the tools below do is take document work off your staff so the hours go to students instead.
The seven at a glance
| Tool | Best use | Strengths | Limitations | Price / free tier | Privacy considerations |
|---|---|---|---|---|---|
| Gemini Notebook | Reading the documents you must act on | Answers cite the source line; handles PDFs, audio, video | Only as good as what you upload; no case management | Free tier; paid Google plans above it | Education edition excludes your uploads from model training; personal accounts do not |
| MagicSchool | The platform you roll out to special education staff | 80+ staff tools including IEP drafting and text leveling | The free tier has no custom data agreement | Free forever; Plus $8.33 per user per month billed annually, $12.99 monthly; Enterprise custom | Custom data privacy agreement, SSO and SIS integration are Enterprise only |
| FrenalyticsEDU | Progress monitoring across IEP, 504 and MTSS | Built for the annual review data problem; US-hosted per its record | No published price; you cannot scope it from the website | Quote-only, no public pricing | Policy permits transfer of data outside your jurisdiction; read it before signing |
| Diffit | Accommodations and native-language materials at volume | Re-levels any text; exports to Docs, Slides, Forms | Free tier loses access to work older than 90 days | Free basic; $14.99 per month or $149.99 per year; schools flat annual rate by enrollment, no public figure | States it collects no student data |
| Read&Write | Assistive technology the IEP team has to consider | Text to speech, word prediction, translation, LMS integration | Priced per seat, so district scale costs real money | Free for K-12 teachers; K-12 District $2.75 per seat, K-12 Group $18.30 per seat, individual $184 per year | Directory record leaves FERPA, hosting and minimum age blank |
| Glint | Visual supports and social stories without student accounts | Staff-only by design; US-hosted; no student data collected | Narrow: visuals and social stories, nothing else | $18 per month or $150 per year; district tier quote-only | Vendor's privacy policy link is broken; ask for it in writing |
| Sendix | Statutory plan drafting in England and Scotland | Checks each target against the statute it is written under | Built for English and Scottish law, not IDEA | Quote-only, no public pricing | UK hosting and zero retention per its directory record |
The privacy column records what each vendor or the directory states. It is not an audit, and the independent assessment column is the only one that is.
Gemini Notebook is the best fit for reading the documents you are accountable for, because every answer it gives points at the line it came from
Gemini Notebook, which Google launched as NotebookLM, holds the highest rating in the directory for this kind of work: 4.84 from 90 reviews, more than any other record (its directory listing). You upload sources and ask questions, and the answers carry inline citations back to the sentence they came from.
For a director that is the difference between a summary you can use and one you cannot. Load your state's monitoring indicators, last year's corrective action plan, the new AI guidance and three evaluation reports, and you can ask what the reports have in common and check every claim against the page. This is the tool for the stack of documents nobody has had time to read properly.
Watch out for: it summarizes what you give it and nothing else. It has no case management, no compliance calendar and no alerting, and it will answer confidently from a document that is out of date if that is the document you uploaded.
Pricing: free tier, with higher limits on paid Google plans. Checked September 26, 2026.
Safety: the account your staff sign in with decides the data question, and this catches districts out. Google states that for Workspace for Education accounts, "Your uploads, queries and the model's responses in Gemini Notebook will not be reviewed by human reviewers even when you provide thumbs up or down feedback, and will not be used to train AI models" (Google support). On a personal account the content "will not be used to directly train our foundational AI models, unless you choose to provide feedback", which means a thumbs-up makes it eligible. If you approve this tool, approve it on district accounts and say so in the guidance.
MagicSchool is the best fit for the platform you roll out to special education staff, because it puts IEP drafting and text leveling behind one district agreement
MagicSchool carries a 4.74 rating from 19 reviews in the directory and holds an independent 9ine security assessment (its directory listing). The vendor describes 80 or more staff tools, including an IEP generator, a text leveler and communication templates, with integrations for Clever, ClassLink, Canvas and Schoology (pricing page).
What makes it a director's tool rather than a teacher's is the rollout. Your case managers are already using something. A platform with one agreement, single sign-on and rostering is the version of that you can supervise.
Watch out for: the tier that gives you what a district needs is the one without a price. MagicSchool states that the Custom Data Privacy Agreement, single sign-on and full SIS and LMS integration are Enterprise features only (pricing page). Staff on the free tier are working under the standard terms, which is a different posture from the one your procurement office thinks it approved.
Pricing: free forever tier; Plus at $8.33 per user per month billed annually or $12.99 billed monthly; Enterprise custom (pricing page, checked September 26, 2026).
Safety: the vendor states all tiers are "FERPA, COPPA, SOC-2, GDPR, Ed Law 2-D Compliant" and Common Sense Privacy Certified, with the custom data privacy agreement reserved for Enterprise (pricing page). Those are the vendor's claims, not an audit. The practical question for you is which tier your staff are actually on today, and whether the answer matches your DPA file.
FrenalyticsEDU is the best fit for progress monitoring across IEP, 504 and MTSS, because it is one of only two records in 138 that names progress monitoring at all
FrenalyticsEDU is built for the data problem that arrives every annual review: whether goals are being met and what the evidence is. Its directory record lists automated progress monitoring, IEP goal tracking, skill-based assessments and coverage of IEP, 504, English learner and MTSS populations, and it records FERPA and COPPA as yes with data hosted in the United States (its directory listing).
If your teams are still building progress reports by hand from paper data sheets, this is the category to look at. Read the intervention teachers post for how the same data feeds MTSS decisions.
Watch out for: one discrepancy worth your procurement officer's attention. The directory records this tool as hosted in the United States, but the vendor's own privacy policy states that "Your information, including Personal Data, may be transferred to and maintained on computers located outside of your state, province, country or other governmental jurisdiction where the data protection laws may differ than those from your jurisdiction" (privacy policy). Those two statements are not the same claim. Ask where the data actually sits before you sign.
Pricing: quote-only, no public pricing. Checked September 26, 2026.
Safety: this tool collects student data, so it is a full procurement rather than a pilot. The vendor's policy says a Data Privacy Agreement or Addendum is available on request depending on state requirements, and that for the education product schools obtain "parent consent to disclose data under COPPA for each Child you register" (privacy policy). That consent workflow is yours to design.
Diffit is the best fit for accommodations and parent notices at volume, because one source text becomes several reading levels and 70 languages without a student ever logging in
Diffit takes a text, an article, a PDF or a video and returns it at several reading levels with scaffolds and vocabulary support, and its record lists translation across 70 or more languages (its directory listing). It holds a 4.20 rating from five reviews.
The director's use is the one nobody advertises. IDEA requires prior written notice in the parent's native language where feasible, and this is the cheapest way to give your case managers a first draft of accessible material and translated text at scale. A human still has to check a translation before it goes out under your signature. Also useful for the multilingual side of the work: see the English language learners post.
Watch out for: the free tier only lets you reach resources made in the last 90 days (pricing page). For a district that means teachers quietly lose their own library every quarter unless someone is paying.
Pricing: basic free with download, print and edit; individual teacher $14.99 per month or $149.99 per year (individual subscription page); Diffit for Schools is described as a flat-rate annual subscription tiered by student enrollment with no published figure (pricing page). Checked September 26, 2026.
Safety: the vendor states it is "FERPA and COPPA compliant" and that "we don't collect any student data" (pricing page). The directory leaves hosting and minimum age blank. Because no student account is needed, this is one of the easier approvals on this list.
Read&Write is the best fit for the assistive technology question your IEP teams must answer every year, because AT consideration is a legal requirement at every review rather than a one-time decision
Read&Write, now sold under the Everway brand rather than Texthelp, holds a 4.50 rating from two reviews and an independent 9ine assessment in the directory (its directory listing). Its record lists text to speech with dual color highlighting, word prediction, dyslexia-friendly fonts, translation and LMS integration.
This one belongs on a director's list for a specific reason: the IEP team has to consider AT at every development, review and revision of an IEP, and a district that has no standard AT offering makes that a fresh argument in every meeting. A single district-wide literacy tool turns the question into a starting point. For the student-facing side of that decision, the dyslexia tools post goes deeper.
Watch out for: per-seat pricing at district scale. Free for teachers is generous and does nothing for the students who need the tool.
Pricing: free for K-12 teachers; K-12 District $2.75 per seat and K-12 Group $18.30 per seat with a 150-seat minimum, both billed annually; individual license $184 per year (Everway pricing page). Checked September 26, 2026.
Safety: the directory record leaves FERPA, COPPA, hosting and minimum age unstated, which is a blank in our record rather than evidence of anything. Because students use this tool directly, ask the vendor for its FERPA position, hosting location and student data handling in writing, and put the answers in your DPA file.
Glint is the best fit for visual supports and social stories, because it is staff-only by design and collects no student data
Glint generates visual schedules, social stories and task analyses, and its directory record shows it US-hosted, FERPA and COPPA recorded as yes, minimum age 18 and up, and collecting no student data (its directory listing).
That combination is unusual and useful. Your paraprofessionals and self-contained classrooms need visual supports constantly, and this produces them without a single student account to provision or a roster to sync. The paraprofessionals post covers the wider set of tools for that team.
Watch out for: it does one thing. And the vendor's published privacy link on its directory record does not resolve to a privacy policy, so the compliance claims cannot be read at source from that link. Ask for the policy in writing before a district purchase.
Pricing: $18 per month or $150 per year; the vendor lists a district option with an organization-wide library, usage analytics and bulk licensing, quote-only (Glint pricing page). Checked September 26, 2026.
Safety: the vendor describes the district tier as "FERPA & COPPA aligned out of the box" (pricing page). "Aligned" is the vendor's word and it is not the same as a signed agreement. The minimum age of 18 in its record is the reassuring detail: this is a tool for your staff, so students are not on it.
Sendix is the best fit for statutory plan drafting in England and Scotland, because it checks each target against the law the plan is written under
Sendix reviews education plans and, in the vendor's description, "flags every target that isn't SMART and drafts the fix from evidence in the file", for SEND and ASN teams in England and Scotland (sendix.ai). Its directory record describes clause-by-clause verification against the Children and Families Act 2014, a zero-retention architecture, UK data sovereignty and human-in-the-loop review, with a 5.00 rating from a single review (its directory listing).
It is on this list because it is the only tool in 138 records that does the job US directors keep asking for, and it does it under the wrong statute. If you run special educational needs provision in England or additional support needs in Scotland, look at it now. If you run IDEA compliance in the United States, it shows you what the category will look like when somebody builds it for Part B.
Watch out for: jurisdiction, and it is not a detail. A tool that verifies against the Children and Families Act 2014 has no view on IDEA, Section 504 or your state's regulations. The vendor's homepage publishes no price and makes no hosting statement; the UK hosting and zero retention claims above come from the directory record rather than from the vendor page.
Pricing: quote-only, no public pricing. Checked September 26, 2026.
Safety: its record states no student data is collected, UK hosting, and no minimum age. FERPA and COPPA are recorded as not applicable, which for a US reader means untested rather than cleared.
The other tool built for this job, and why it is also not yours
Baobab is the second, described in its record as complete SEND and EHCP management with provision mapping, UK-hosted, staff-only at 18 and up, and paid with no published figure. Between Baobab and Sendix, the directory holds two genuine special education management systems and both are built on English law.
For a US director the honest conclusion is that your system of record is a separate purchase from anything on this page. EmbraceIEP, Frontline Special Programs and PowerSchool Special Programs are the names in that market, and none of them is in the directory, so this post makes no claim about them beyond that they exist. Do not expect an AI writing tool to become a compliance system, and do not let a vendor imply that it has.
The big platforms people ask about
Four names come up in almost every conversation and in almost every AI chat answer about this subject, so here is where each one actually sits.
ChatGPT is the most capable general drafter on the list and the riskiest place to paste a student record, so use it for policy language, board memos and staff communications with identifying details stripped out. NotebookLM is the same product as Gemini Notebook above, and it is the one I would put in a director's hands first. Khanmigo is built for student tutoring and teacher support rather than administration, so it belongs in your instructional conversation, not your compliance one. Quizlet is a study tool, useful to some of your students, irrelevant to your paperwork. And MagicSchool, covered above, is the platform your staff have most likely already signed up for without telling you.
Three questions that pick the tool
Skip the feature lists. Three questions sort this whole category, and they work for a superintendent, a principal, a chief academic officer or a director of special education.
One: does this job involve a decision about a child, or a document about a child? Decisions about eligibility, placement and services stay with the team, and the DC model policy is a good template for writing that down. Documents, notices, translations and summaries are where you should be spending your software budget.
Two: does the tool need a student record to do the job? If it does not, the approval is straightforward and the risk is small: Diffit, Glint and Gemini Notebook on district accounts all sit here. If it does, you are running a full procurement with a DPA, a hosting answer and a consent workflow, which is FrenalyticsEDU and any real management system.
Three: who is accountable for the output, and does the tool make that person's job easier or just faster? A draft notice that a case manager still reads and corrects is a genuine saving. A generated goal nobody checks is a due process risk with a time stamp. Outsource the doing, not the thinking, and write the review step into your procedure rather than hoping for it.
If you want one more filter, the directory's independent security assessments page lists the tools that hold a third-party assessment. Five of the 29 special education tools do.
A worked plan for the next annual review cycle
This is a plan to follow, not an account of something that happened. Take one middle school with 60 IEPs and four case managers, and set it up over two weeks.
Week one, the documents. Create one Gemini Notebook on a district account and load your state's compliance indicators, your own procedural manual, the current AI guidance and the prior written notice templates. Ask it where your templates and your state's requirements disagree. Fix the templates, not the notebook.
Week one, the language access job. Give the four case managers Diffit and one instruction: every notice going to a family whose home language is not English gets a draft translation there, and a bilingual staff member checks it before it is sent. Log how long the check takes, because that number is your argument at budget time.
Week two, the AT question. Put Read&Write on every device in the building and add one line to the IEP meeting agenda: which of these five AT supports has this student tried. That single line satisfies the consideration requirement more honestly than a check box, and it gives the team something concrete to discuss.
Week two, measure one thing. Count the hours your four case managers spend on documents in the two weeks before and the two weeks after. Not satisfaction, not enthusiasm. Hours. If the number does not move, the tools are not the problem and neither is your staff.
The bottom line
For a special education director in the United States, the useful set is small and specific: Gemini Notebook for reading the documents you are accountable for, MagicSchool for the platform your staff are already on, Diffit for accommodations and translated notices, Read&Write for the AT question, Glint for visual supports with no student accounts, and FrenalyticsEDU for progress data once you have a hosting answer in writing. Sendix and Baobab do the compliance job properly and do it under English law, which is the most useful thing this market currently tells you about itself. Compare the rest in the special education and accessibility category or across all 138 listed tools.
The paperwork is not the problem worth solving. The problem worth solving is that your best case managers are leaving, and every hour AI gives back is an hour they spend with a child instead of a form.
Dan Fitzpatrick is a Forbes contributor, three-time bestselling author and founder of The AI Educator, and has trained more than 150,000 educators across 30 countries. More on the author.
