What changed
USAspending shows a $234,648,906.91 IDEA Part B (611) State Grant awarded to the Wisconsin Department of Public Instruction (FACT, cited). That money is a pass-through: WI DPI subgrants it to local education agencies, and every subgrant LEA inherits annual federal compliance math — LEA maintenance-of-effort (four-test eligibility and compliance standards), excess-cost calculation, and equitable-services proportionate share for private/parochial students (inference from IDEA regulatory structure, 34 CFR 300.203-205/300.133 — not present in source text).
Why now
The award is live money already appropriated, so the compliance obligation exists this cycle regardless of market chatter. MOE is a recurring annual test with real teeth: an LEA that fails the compliance standard must repay the shortfall from non-federal funds. Post-ESSER, district budgets are contracting nationwide (hypothesis), which is precisely when MOE failures spike — cutting special-ed-adjacent spending is how districts accidentally trip the test. That makes a forecasting/early-warning tool timely, not just a form-filler.
Converging signals
Three signals meet at one point: (1) a funded federal mandate ($234.6M Part B to WI DPI, FACT); (2) a defined filer class — WI LEAs receiving Part B subgrants, roughly 420 districts (inference); (3) a submission surface — the annual LEA Part B application and MOE/excess-cost worksheets flowing through WI DPI's WISEgrants portal (inference). Sibling awards in the demand evidence (WIOA Youth to IL/WA/MA, DWSRF to WI DNR) confirm the same pass-through-to-subrecipient shape recurs across agencies, supporting the 50-state/13,000-LEA replication thesis.
Customer pain
District business managers and special-ed directors must run the MOE four-test comparison (total/local-only, aggregate/per-capita), track allowable exceptions (34 CFR 300.204) and the adjustment (300.205), compute excess cost, and document proportionate-share expenditures — annually, with repayment liability for errors. In small districts this lands on one business official with no specialist support, typically in Excel against state-issued worksheets (inference; no complaint threads in input, but per the forced-filer rule the compelled obligation itself is the demand basis).
Who pays
The LEA — school district business office or special education department — paying per-district subscription out of general or Part B admin funds. Secondary buyers: WI CESAs (regional education service agencies) and special-ed consultants who serve many districts and could license multi-district seats. NOT the state DPI (deliberately avoiding government procurement as the only channel).
Solved today
State-issued Excel worksheets and WISEgrants portal screens; CESA consultants; institutional memory. Larger districts may lean on their ERP (Skyward is WI-dominant) which does budgeting but not IDEA-specific compliance math (hypothesis). Some national special-ed management vendors (Frontline Education) touch adjacent workflows but MOE forecasting is not their wedge (hypothesis — verify).
Why current solutions are bad
Spreadsheets are backward-looking: they tell you in the fall reporting cycle that you already failed MOE last year, when it's too late to fix. Exceptions/adjustments are under-claimed because the rules are arcane. Proportionate-share tracking is a year-round expenditure-tagging problem jammed into a year-end worksheet. Nothing gives a superintendent a mid-year 'you are on track to fail MOE by $180k — here are your allowable exceptions' warning.
Proposed product
A web app that ingests a district's budget/actuals (CSV export from Skyward/ERP), runs all four MOE tests continuously, models the allowable exceptions and 300.205 adjustment, computes excess cost and proportionate share, and produces the exact numbers and audit-ready documentation the LEA needs for its WISEgrants Part B application — plus a mid-year early-warning forecast. Per-district annual subscription; the calculation engine is state-agnostic with a per-state configuration layer (WI first).
MVP version
A single-district MOE calculator: upload two years of expenditure data (or key totals), answer a guided exceptions questionnaire, get the four-test results, a pass/fail forecast, and a printable compliance memo mirroring the WI DPI worksheet. Buildable solo in 4-6 weeks; the hard part is encoding 34 CFR 300.203-205 correctly, which is documentation work not engineering risk.
30-day build
Pull WI DPI's published MOE worksheets, WISEgrants LEA application instructions, and OSEP MOE guidance; encode the four tests + exceptions engine; validate against 3-5 published district audit findings or DPI examples. Interview 5 WI district business managers and 2 CESA special-ed directors (cold outreach via WASBO membership) to confirm the workflow and current tooling — this validates or kills the 'WISEgrants already does this adequately' risk.
60-day build
Pilot with 3-5 districts at $0-500 for the current application cycle in exchange for feedback and testimonials; build the forecasting view and the proportionate-share expenditure tracker; produce a free 'WI IDEA MOE risk snapshot' from public DPI/NCES expenditure data as a lead magnet mailed to every district business office.
90-day revenue plan
Convert pilots and lead-magnet respondents to paid annual subscriptions ($900-1,800/district) timed to the LEA application window; present or exhibit at WASBO; sign one CESA multi-district license. 15 paying districts ≈ $20k ARR proves the wedge; then replicate the state config for a second state (IL or MN) where the same $200M+ Part B pass-through exists.
Distribution path
Direct, demonstrated-value sales matching founder profile: the free MOE risk snapshot per district (from public data) is the demo; WASBO (WI Association of School Business Officials) listserv/conference; CESA partnerships as multipliers; special-ed director associations. Small, enumerable, reachable buyer universe (~420 emails) — no ad spend.
Pricing hypothesis
$900-1,800/yr per district tiered by enrollment; CESA/consultant multi-district license at $5-8k/yr. Priced under a single day of consultant time and under the smallest MOE repayment error it prevents. At 13,000 LEAs nationally, 2% penetration at $1,200 ≈ $312k ARR.
Technical difficulty
Low-moderate. Deterministic arithmetic + rules engine + CSV ingestion + report generation. No portal write-integration required for v1 (the LEA files in WISEgrants themselves using the tool's outputs), which sidesteps the hardest part of the founder's ELDT pattern while keeping the option to add submission automation later. Main difficulty is regulatory fidelity, which is a one-time research cost per state.
Legal / regulatory risk
Low. The tool advises on public regulatory math; no licensure required to sell it. Must disclaim 'not legal advice' and be accurate — an error that causes a district repayment finding is reputational risk, mitigated by validating against DPI's own worksheets and keeping a human-in-the-loop framing.
Platform dependency
None that can deplatform. WISEgrants is a government portal (no platform owner risk per system policy); the tool works alongside it. Modest dependency: if WI DPI materially upgrades WISEgrants' built-in calculators, the WI wedge narrows — the 50-state replication and the forecasting (pre-portal) layer are the hedge.
Founder fit
Very high. This is exactly the proven ELDT shape: read a federal mandate, identify the compelled filer class (Part B subgrant LEAs), build the compliance/calculation layer against a government submission process, charge per seat. Public-records fluency, systems thinking, and demonstrated-value selling all apply. No relationship-sales requirement — the buyer responds to a correct number and a deadline.
Breakout potential
Strong horizontal replication: the identical calculator applies in all 50 states (~13,000 LEAs) with only a state-config layer, and the same engine extends to adjacent pass-through mandates already visible in the evidence (WIOA local workforce boards, DWSRF subrecipients) — a 'subrecipient compliance math' product family.
Final recommendation
PURSUE, gated on one week of diligence. The forced-buyer structure is real and cited ($234.6M funded mandate, defined filer class, recurring annual submission with repayment penalties), founder fit is near-perfect against the proven ELDT pattern, and the buyer universe is enumerable and reachable without ads or procurement. The single genuine kill risk is that WISEgrants + free DPI worksheets + CESAs already make this 'good enough.' Verify that with 5 district interviews before writing code; if even 2 of 5 business managers describe MOE season as spreadsheet pain with failure anxiety, build the MVP.
Next action
Download WI DPI's current LEA Part B application instructions and MOE worksheets, then cold-email/call 5 WI district business managers (via WASBO directory) asking one question: 'How do you run your IDEA MOE tests today, and has your district ever had an MOE finding or scare?'