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Topic: Care Organizations at Scale

Provider Consolidation Reality: Why Value Breaks Before It’s Realized

Provider Consolidation Reality: Why Value Breaks Before It’s Realized

Context for this post March 2026 theme: Why Autism Care Is Ripe for Consolidation—and Why It Keeps Failing Autism care is often described as “ripe for consolidation.” Demand exceeds supply. Fragmentation remains high. Many operators are founder-led and operationally stretched. And yet—despite years of capital inflow—provider M&

The Hidden Cost of Building Your Own Stack in the Age of AI

The Hidden Cost of Building Your Own Stack in the Age of AI

AI has changed the economics of software creation. Tools that once required large engineering teams can now be prototyped quickly. Workflows can be automated. Interfaces can be stitched together. For autism providers, this creates a tempting conclusion: If software is easier to build, maybe we should build more of it

What Happens After You Own the Care Plan

What Happens After You Own the Care Plan

In Who Actually Owns the Care Plan in Autism?, the focus was on accountability—who ultimately bears responsibility when plans succeed, stall, or fail. That question does not end with the care plan. As providers evolve into care organizations, ownership expands beyond clinical intent and into system design, operational tradeoffs,

Who Actually Owns the Care Plan in Autism?

Who Actually Owns the Care Plan in Autism?

One of the least examined—but most consequential—realities in autism care is this: Autism care operates without a single, continuous owner of the care plan. This is not because the system lacks capable professionals. 👉 It is because responsibility is distributed across disciplines and roles that were never designed to

Investor Moats in ABA: Why Structural Defenses Miss the Point

Investor Moats in ABA: Why Structural Defenses Miss the Point

“Moat” is a familiar term in investor conversations about autism services. The word comes up routinely—and almost always means the same thing: clinic density in a region, reimbursement rates by state, payor mix, or the difficulty of opening new locations nearby. That framing makes sense in many healthcare verticals.

How Autism Care Actually Scales: A Systems View

How Autism Care Actually Scales: A Systems View

Why technology, operations, and markets—not just clinicians—determine access to care There is a familiar narrative in autism services: access to care scales when we train more clinicians, support them better, and deploy the right clinical tools. This narrative is not wrong—but it is incomplete. And increasingly, it

Manage Your Vendors—or Be Managed by Them

Manage Your Vendors—or Be Managed by Them

Too many ABA providers are struggling to find software that actually works. Not because they’re clueless buyers—but because the market itself makes it hard. You have legacy platforms that “work” in the sense that claims go out and sessions get logged. But they often struggle to keep pace