A pain management practice network operating across multiple states in an opioid crisis corridor. Their physicians were caught between two pressures: patients in legitimate pain who needed treatment, and a regulatory environment that increasingly scrutinized every opioid prescription. The practice wanted a system that would support clinical decision-making — not replace it, but inform it with data that neither the patient history nor the physician's intuition alone could provide.
Two of their physicians had received DEA scrutiny letters for prescribing patterns that, while clinically justified, appeared statistically anomalous. The practice needed a system that could demonstrate — to regulators, to insurers, and to themselves — that every prescribing decision was informed by a comprehensive, standardized assessment. Nothing on the market did what they needed.
They needed custom engineering, not a SaaS product. And they needed it built by a team that understood both HIPAA and the clinical workflow well enough to build something physicians would actually use.
An intelligent patient-facing questionnaire system that begins the assessment before the patient enters the exam room. The questionnaire adapts based on responses — branching logic that deepens inquiry in areas of concern. Responses are scored algorithmically against validated pain assessment instruments, substance use risk factors, prescription history, and behavioral indicators. The output is a clinical decision support recommendation — not a prescribe/don't prescribe binary, but a nuanced risk profile with the clinical reasoning behind each factor. Every interaction is logged for audit, creating a defensible record that demonstrates diligence in every prescribing decision.
Opioid prescriptions reduced 31% in the first six months — not through restriction, but through better-informed clinical decisions. Zero DEA scrutiny letters since deployment. Patient satisfaction scores increased because the questionnaire made patients feel heard — their symptoms were documented comprehensively before the physician walked in.
Three other pain management practices in the region have since inquired about the system.
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