K-12 state reporting where every count agrees across three systems, student by student, before anyone certifies
Every count agrees across three systems, student by student, before you certify.
See one case, screen by screen ↓K-12 State Reporting Data Validation checks a district's state submission before it is certified. Seven agents run the state's rules on every record before upload, rebuild each count in the student information system, the program system and the state extract, compare them student by student, and explain every difference with its cause, its proof and the registrar who can fix it. Registrars make the fixes, the data steward lead verifies them, the Director of Accountability approves the upload and the certifying official signs.
AI in education: a buyer's guide to agentic AI for colleges, universities and school districts →
Updated
K-12 state reporting decides a district's state aid and its accountability ratings: enrollment, English learners, students with disabilities and low-income students, certified several times a year. Each count lives in three places, the student information system, a program system (EL program records, the special education system, nutrition services, the state student ID system) and the state extract, and they rarely agree. A student reclassified as fluent on October 2 still carries the English learner flag if the student system's copy of program records was taken on October 1. A school closed in June keeps its code on 15 enrollments.
Today the state's validation reports arrive after upload. The state reporting coordinator triages them in spreadsheets and emails registrars a week before the deadline, and review reports compare totals, which hide offsetting errors. K-12 State Reporting Data Validation runs the state's rules on every record before upload, compares each count student by student, explains every gap with its cause and proof, and sends the fix to the registrar who can make it, so the coordinator spends the season deciding, not chasing.
Estimated split of one fall submission's working days for a district data team, by hand and with the agents; the registrars' fixes still take their own time. Our arithmetic, kept modest.
Seven agents check, reconcile, explain and price every count; registrars fix, the steward lead verifies, the certifying official signs.
Marlow Bay Unified School District, Fall Census 2026–27: census day was Wednesday, October 7, and certification is due Friday, December 11. It is Tuesday, October 20, and Lucía Navarro, the State Reporting Coordinator and data steward lead, opens the working solution at 8:40 a.m.
The Validation agent reads 48,212 records in 62 schools and runs 412 rules from rule pack 2026–27 v3.2 with update bulletin 41: 61 fatal errors and 214 warnings, each warning explained from its source form. The special education system did not answer at 5:00 a.m., so the agent used the 4:00 a.m. copy and marked 3 records for a re-check.
Nothing uploaded.
The English learner count sits on a triangle: 10,604 in the student information system, 10,575 in the EL program records, 10,571 in the state extract. Each edge says how many students differ: 29, 4 and 33. The header shows the December 11 certify-by date, 52 days away.
The Cause agent explains all 33. Twenty-nine were reclassified as fluent on October 2, after the student system's October 1 copy of the program records (confidence 0.98). Four newcomers have no home language survey, which rule EL-012 now requires (0.97). Each student is listed with the proposed fix and the school data steward who must make it.
The agents never write to the student information system.
The Funding agent prices every gap with the state's aid formula: an estimated $262,680 missing from the extract and $25,708 over-counted. The largest is 48 students directly certified on October 5 but never posted as low-income, worth $187,984. The unduplicated count moves from 30,567 to 30,600.
These are estimates; the certified count sets the aid.
Yusuf A., grade 7, enrolled at Bayline Newcomer Center on September 28. He is an English learner in the student system and the EL program records, and rule EL-012 leaves him out of the extract: $6,064 missing. The Cause agent found his home language survey, signed by his parent on September 28 in Dari, in the intake scans (confidence 0.97).
The Rule agent drafted EL-012 version 2 from bulletin 41 on October 14, with the passage cited: an English learner needs a home language survey date to be counted. Tested on the certified 2025–26 file, it stopped 0 of 10,769 English learners wrongly. Raj Venkataraman, the administrator, approved it and Lucía confirmed its meaning on October 15.
Lucía sent the two English learner fix tasks at 9:12. Theresa sees only her school's 418 students and four tasks due Friday, October 23, each with the source: surveys from the intake scans for Yusuf A., Lina H. and Mateus C. Farid N.'s was not in the scans, so she entered it from his cumulative folder. No funding figures appear on her screen.
Registrars made 168 fixes in 11 groups in the student information system. The Verification agent re-read each record, re-ran its rules and rebuilt its counts; Lucía verified them all and signed the attestation that none was her own fix. Every edge of the triangle now reads zero, with 0 fatal errors on 412 rules.
A six-item checklist is complete: every count agrees, 0 fatal errors, 214 warnings accepted, funding reviewed, the change from last year explained (English learners down 194 from 10,769) and the package assembled. Dr. Whitlock approves at 11:46 a.m.; the Submission agent uploads at 11:49 and reads back the state's check: 48,206 records, 0 fatal errors.
Dr. Pruett sees each count against last year with all three systems agreeing, the funding and the exceptions, and attests that he did not prepare, verify or approve the upload. He signs at 12:02 p.m., and the certification package is sealed for the state's auditors.
Certified at 12:02 p.m., 52 days before the deadline, package sealed.
The same fall census, seen by the five people who carry it: what their season looked like, and what it looks like now.
Seven agents check, reconcile, explain and price every count; registrars fix, the steward lead verifies, the certifying official signs.
Runs every state rule on every record before upload and explains each warning from its source form.
Rebuilds each reported count in the student information system, the program system and the state extract, and compares the students, not the totals.
Classifies each difference by its cause with dates and proof, searches document management for the record that fixes it, and names the school data steward.
Prices each gap in state aid with the state's formula: under-counts that lose funding and over-counts that would become audit findings.
Reads each state update bulletin the day it is published, drafts the rule change with the passage cited, and tests it on last year's certified file.
Re-reads each fixed record, re-runs its rules, rebuilds its counts and checks who made the fix.
Uploads the approved extract, reads the state's check back, and assembles and seals the certification package.
Verify, approve, sign. The agents propose; a named person decides.
The assistant answers from the same records the screens show, cites each statement, and opens the screen it is talking about.
Why do the English learner counts differ?
The student information system shows 10,604; the state extract 10,571. Two causes explain all 33: 29 students reclassified as fluent on October 2, while the system's copy of the program records is from October 1, and 4 newcomers with no home language survey, whom rule EL-012 now leaves out. Signed surveys for 3 of the 4 are in the intake scans. The 4 are worth an estimated $24,256.
What do the gaps cost in state aid?
An estimated $262,680 is missing from the extract and $25,708 is over-counted. The largest: 48 students directly certified on October 5 but never posted as low-income, 31 of them not otherwise counted: $187,984. These are estimates; the certified count sets the aid.
Which fixes are past their deadline?
One group: 2 students at Driftwood Middle who left in September with no exit date and are enrolled elsewhere. The task was due October 16; Dr. Graham Whitlock told the principal on October 19. Jonah Feld is the registrar.
Build the certification package for Fall Census
Building it now: the rules version, every gap and its cause, each fix with who made it and who verified it, the funding estimate, the approvals and the access log. Student names are redacted and counts under 11 suppressed. It is sealed when the certifying official signs.
13 screens from the working solution, on its sample data. Pick one to see it large.
Rules, duties, privacy and deadlines are settings; every change is saved as a new version and logged.
| Setting | Default | Choose from |
|---|---|---|
| State rule pack | 2026–27 v3.2 | Update bulletins read the day they are published; 38 district rules of its own |
| A rule change needs | Two people | The administrator approves after a test on last year's file; the data steward lead confirms its meaning |
| Separation of duties | On | Who fixes never verifies; who verifies never approves the upload; who approves never signs |
| Access by school | On | Registrars see only their own school; the certifying official sees counts, not records |
| Small counts in exports | Under 11 suppressed | Anything that leaves the district |
| Keep certification packages | 5 years after certification | 5 years or 7 years, per the district records schedule |
| Cause agent confidence line | 0.85 | Below the line the data steward lead classifies; override with a reason code |
| Deadlines and escalation | Fix within 3 school days; tell the principal after 5; verify within 1 | Certify 10 school days ahead; nightly run at 5:00 a.m., 4:00 a.m. or twice a day |
Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.
Sources: KSAT, "Dozens of Texas school districts press state to suspend new student data reporting system" (September 17, 2024) · a validation vendor's published overview: up to 70% fewer first-submission errors with validation at entry (vendor claim) · California Department of Education, CALPADS and California School Dashboard guidance · "target" = design goal, measured in the live solution · "demo" = seen in the working solution, on its sample data; its state aid figures are estimates from an illustrative state formula · "typical" = published figures · "estimated" = our arithmetic, kept modest. Marlow Bay Unified School District, its schools, its state's rules and bulletins, and the people named on this page are fictional: characters and sample data in the working solution.
K-12 State Reporting Data Validation checks a district's state submission before it is certified. Seven agents run the state's rules on every record before upload, rebuild each count in the student information system, the program system and the state extract, compare them student by student, and explain every difference with its cause, its proof and the registrar who can fix it. Registrars make the fixes, the data steward lead verifies them, the Director of Accountability approves the upload and the certifying official signs.
Because each reads a different copy of the truth on a different date. In the working solution, 29 students reclassified as fluent on October 2 still carry the English learner flag in the student system, whose copy of program records is from October 1; 48 students directly certified on October 5 were never posted as low-income; 15 enrollments sit under a school code closed in June. Comparing totals hides these when errors offset: students with disabilities differ by a net 10, but 24 students disagree.
Every night the Validation agent runs the state's rule pack and its update bulletins on every record, read-only, and explains each warning from its source form. In the sample submission it ran 412 rules on 48,212 records and found 61 fatal errors and 214 warnings before anything reached the state.
Districts know their submissions by their state's names, such as CALPADS Fall 1, the PEIMS fall submission or EMIS. The rules each record is checked against are the state's own, loaded as a versioned rule pack with its bulletins, and the clean extract goes to the state reporting portal only after the Director approves. The working solution runs on a fictional state's rules.
Where a formula funds supplemental and concentration grants by the unduplicated count, a low-income or English learner student left out of the extract is aid left out. The Funding agent prices each gap with the state's formula, both under-counts and over-counts, always as an estimate that never changes a count. In the sample district the fixes added an estimated $262,680 and corrected $25,708 that would have become an audit finding.
No. The agents read, compare, explain and draft; every connection to a system of record is read-only. Registrars make each fix in the student information system, and the Submission agent uploads only after the Director of Accountability approves.
Yes. A registrar fixes, the data steward lead verifies, the Director approves the upload and the certifying official signs, and no person holds two of these on one submission. Below each agent's confidence line a person decides, any override needs a reason code, and every step is on the audit trail.
The Agentic Solution Engine builds and deploys it from your requirements and documents, your state's rule pack, a census-day extract and your district's rules, and it goes live once every quality gate has passed. We will walk you through it on a copy of your own data first.
No uncited sentence reaches the accreditor, and likely findings are answered first.
1-min demoIPEDS ReportingEvery survey cell rebuilt from source, every variance explained before lock.
1-min demoFaculty CredentialingEvery section cleared before the term starts, with every credential tied to its proof.
1-min demoWe'll run K-12 State Reporting Data Validation on a copy of your own extract, student records and state rules.