Executive Summary: The Technology Black Requires: From Claims Processor to Cost Management Platform
LFP-15.07, The Product Architecture#
The technology gap from Series 13 defines what must be built. Core runs on existing commercial platforms with configuration and integration work. Plus requires platform extension through care routing, provider data integration, and enhanced analytics. Black requires new architecture for capabilities that have no current equivalent in the small group TPA technology market. The technology build is the longest lead-time constraint in the product roadmap, and tier sequencing follows the technology timeline rather than market demand.
Core technology is achievable on proven commercial platforms. The claims adjudication engine requires configuration for small group plan variations, accumulator logic, coordination of benefits rules, and network discount application. Claims accuracy in the TPA market ranges from 98.5% to 99.9%, and the difference between 99% and 99.9% accuracy on a $3 million claims book represents approximately $25,000 in mispaid claims annually, an error rate that compounds through member complaints and provider disputes before it registers on reporting. The eligibility system must handle the exception-intensive small group environment: owner participation rules, waiting period variations, mid-cycle coverage changes, correct 834 transaction generation. The broker dashboard and member portal meet current market standards. Core technology investment is modest relative to Plus and Black; the differentiation comes from implementation quality, not proprietary technology.
Plus technology requires 12 to 18 months of platform extension after Core is stable. The critical investment is the care routing engine, which integrates with the claims adjudication engine to identify steerable procedures in real time and initiate care coordination before the procedure occurs, not post-claim, when redirection is already impossible. The provider cost and quality database must cover the geographic markets where Plus members reside, drawing on CMS and commercial sources and updated regularly. Pharmacy optimization requires PBM data integration, formulary alternative logic, and member-facing cost comparison tools. Enhanced employer analytics synthesize claims, program enrollment, and outcome data into dashboards that support active cost management conversations at renewal.
Black requires new architecture across four systems: a predictive analytics platform using machine learning models trained on claims, pharmacy, eligibility, and external data to flag members approaching high-cost events before those events occur; a cross-border care coordination system managing international facility relationships, quality monitoring, travel logistics, complication protocols, and post-procedure recovery support; an international pharmacy integration layer handling medication eligibility rules, regulatory compliance, logistics tracking, and supply chain authentication; and a concierge platform providing workflow management, care history visibility, and communication infrastructure for named concierge service at panel scale. Each Black component requires 18 to 36 months of development. The predictive analytics platform specifically requires data accumulation before models can be trained with sufficient validity, the training data comes from Core and Plus operation, meaning Black analytics depend on the enrolled population those tiers generate.
The aggregate timeline from Core launch to Black operational status spans 30 to 42 months. Core deployment establishes the foundation. Plus extensions build the integration architecture. Black components add advanced capabilities on the established architecture. Attempting to compress the sequence by launching all three tiers simultaneously distributes development resources across three platform builds simultaneously, increasing the probability of failure at each. The sequential approach concentrates resources on excellence at each phase before advancing. The technology investment is substantial across all tiers, but each tier creates competitive differentiation measured in years, a competitor that decides to replicate Plus or Black begins the same development timeline regardless of when they start.