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Author: Ana Krylova

Outgrowing AI One-Size-Fits-Nobody SaaS: The Black-Box Problem & How to Escape It

Why bundled SaaS AI can silently stall growth—and how healthcare leaders are reclaiming control with model-agnostic orchestration. Introduction AI now comes baked into nearly every SaaS software that healthcare organizations rely on—from practice management systems to HRIS platforms to CRM programs. But here’s the catch: you don’t control the AI provider or the model, you […]

The Mid-Market AI Squeeze: Why Everyone’s Suddenly Shopping for an Outside Brain

Introduction Fast-growing mid-market is under unprecedented pressure to “do something with AI”—but lack impartial assessment, internal expertise, and clear ROI. This urgency is driving decision-makers to seek flexible, healthcare-informed external AI partners over generic SaaS or risky DIY paths. Why MSOs and TPAs Are Feeling the AI Squeeze? Why Black Box AI and SaaS Uplift […]

From Black Box to Building Block: How ABA Providers Can Reclaim Control of SaaS AI

Introduction: Why Your SaaS AI May Be Holding You Back AI is embedded in almost every ABA SaaS system—from Practice Management Systems to your HRIS and billing platforms. Yet most ABA leaders can’t answer critical questions: If you don’t control these elements, your AI isn't an asset—it’s a liability. In this article, we show how […]

Is Your ABA Practice AI-Ready—Or Falling Behind?

Introduction ABA leaders face a new reality in 2025: growth depends not just on clinical outcomes—but on operational intelligence. Investors want margin expansion. Payors want speed and compliance. Caregivers want personalization. And your tech stack? It’s bloated, fragmented, and under-leveraged. AI isn’t a luxury anymore—it’s required to compete. But only if your systems, data, and […]

Ana Krylova

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