- Before
- Tracks every numbered item in a spreadsheet and an inbox, and learns from the federal office that two exports disagree.
- Now
- Works down the response index with the agents, sees each gap explained with its source rows, and approves item by item.
One Office for Civil Rights complaint, from the letter to a signed release
Complaint 26-1187 at Corrie Hill Middle School, Marlow Bay Unified School District. María Elena Ocampo wrote to the federal office in Spanish for her son Mateo, a seventh grader with a Section 504 plan, and four allegations were opened on October 6, 2026 with an 18-item data request. It is Wednesday, October 21, day 15 of 30. Here is the morning, screen by screen, in the working solution.
- 0110:40 a.m.
A cited brief, and one decision waiting
Renata Okafor-Hayes · District Legal CounselCounsel starts with a brief the agents wrote: item 7 is ready with 412 referrals and 37 gaps traced to two schools' codes, a new letter for complaint 26-1240 has been split into 14 items due November 18, and 13 of 74 Harbor Glen staff still need training under a resolution agreement. Every matter shows its clock; 26-1187 is due November 5.
- 02One click
The family's Spanish, beside the English translation
Language agentMs. Ocampo's complaint sits beside its English translation, sentence by sentence, and each allegation is linked to the sentence it came from. Clicking A1, 13 days of removal without a 504 meeting, highlights that sentence in both languages. A certified district interpreter checked the translation and changed one word.
Never relied on until a certified interpreter checks it.
- 03The work plan
The letter becomes the response index
Intake agentThe federal letter sits on the left with each numbered item highlighted where it appears; the response index on the right has one row per item with its due date, records found, page range, owner and status. Of 18 items, 10 are ready (4 already sent on October 19, pages 000001 to 000486), 4 wait on data and 4 wait on counsel. Clicking item 7 highlights its passage and opens its trail.
- 04Item 7
The district finds its own gap first
Records and Consistency agentsItem 7 asks for every discipline referral at Corrie Hill in 2025–26 by race, ethnicity, disability and English proficiency status. The Records agent pulled 412 referrals for 318 students from the student information system; the Consistency agent found 37 with no matching discipline action. All 37 were written for 29 students who moved from Harbor Glen Middle School on January 12, and Harbor Glen codes classroom disruption as 4100 while Corrie Hill uses CD-02. Mapped from both code tables, 412 of 412 match, and an explanatory note is drafted for counsel.
- 0547 checks
Every check across the request, including the ones that cut against the district
Consistency agentThe agent ran 47 checks on complaint 26-1187: 44 are passed or resolved and 3 still need a person. One compares the district's CRDC report with a fresh export, 61 suspensions against 55 reported, explained by 6 rescinded on appeal. Check C5 is marked as supporting allegation A3: two notices went home in English only and no interpreter was at the March 2 meeting.
Never hides a check that supports an allegation.
- 06Allegation A4
A cited chronology, and a narrative counsel finishes
Chronology agentFiltered to the retaliation allegation, the chronology shows Ms. Ocampo's email to the principal on February 9, the grades posted February 13, the coach's email of February 20 and the roster change of February 23, each with its source. The agent flags that events before February 25, 2026 fall more than 180 days before the filing, for counsel to consider.
Never writes the District's legal position.
- 0710:53 a.m.
Counsel edits one sentence and approves item 7
Renata Okafor-Hayes · District Legal CounselData analyst Priya Raman collected the item; counsel edits one sentence of the drafted note, adds it, and approves item 7. The analyst who collected an item cannot approve it, and the approval waits for the superintendent's designee to sign as part of Submission 2.
- 0811:05 a.m.
A second signature before any record leaves
Dr. Malcolm Thibodeaux · Superintendent's Designee for Civil RightsSubmission 2 carries items 5, 6, 7, 10, 12, 13 and 16: 1,166 pages, MBUSD-26-1187-000487 to 001652. The designee sees what changed since counsel approved and signs as second approver, 15 days before the November 5 due date. Counsel prepared the release, so she cannot sign it.
- 09Signed
The release, in every student's record of disclosures
Disclosure agentOnly after the signature, the Disclosure agent records the release in the disclosure record of all 318 students in the referral export, Mateo among them: the party, the records, the exception (34 CFR 99.31(a)(3)) and the date. Other students' names are redacted under a written rule that is reversible on request.
Records only after the designee signs.
- 10After resolution
A resolution agreement, tracked to proof
Commitment agentAgreement 25-0918 for Harbor Glen Middle School has 7 obligations: 4 met with accepted proof, staff training at risk with 61 of 74 trained in the HR system, and report files waiting for counsel to accept. The agent checks each proof against the system of record and drafts monitoring report 2, due November 15.
Never marks an obligation met; counsel accepts proof.