Summary: K–12 funding isn’t disappearing, but what counts as fundable is narrowing. Policies like New Hampshire’s HB 1815 are forcing districts to reclassify spending, locking 80–85% of budgets into protected categories and compressing everything else. The result: buying decisions are now about what can survive scrutiny, constraints, and shifting funding definitions.
Today’s Deep Dive covers:
Are Districts Losing Funding or Losing What They Can Fund?
Where Do Districts Cut And What Do They Protect?
What Actually Gets Approved Now, and How Do Vendors Win?
Original Research: Measuring AI impact in Higher Ed workflows
A recent field study by our research partner Emerging Strategy looks at how AI is actually being applied inside specific higher ed institutional workflows. The broad takeaway: AI is collapsing first-pass work, turning hours into minutes and making previously deferred work feasible without changes to staffing. It’s a useful lens for where AI is meaningfully reshaping workflows and where it isn’t.
Contact Emerging Strategy if you need more information.
I. Are Districts Losing Funding or Losing What They Can Fund?
States are narrowing what qualifies as fundable. New Hampshire’s HB 1815 limits state obligation to core academics, shifting other costs locally. This reclassification forces districts to prioritize legally protected spend while freezing discretionary categories.
The shift underway is easy to misread because it does not show up cleanly in topline numbers. There is no single, dramatic funding cut that explains what districts are doing. Instead, the underlying rules have changed, and those rules are beginning to dictate behavior in ways that are more consequential than a straightforward reduction.
Continue reading with a paid subscription to K-12 Executive Intelligence
Get access to this post and other subscriber-only content.
UpgradeA paid subscription gives you access to:
- The full edition of The Curve, our flagship weekly signal briefs - what happened, why it matters, and the commercial implications for vendors.
- Rapid intelligence on policy, funding, accountability, curriculum and assessment shifts, and district demand patterns that affect product strategy, GTM, and pricing.
- Deeper analysis on procurement cycles, budget signals, category adoption curves, AI disruption, and early indicators that shape vendor opportunity.