What's in this phase
BenchmarkingBenchmarking
Compare across the network — privately. Anonymized peer benchmarks, percentile rankings, and a client-facing portal.
19 capabilities delivered through this stage.
Foundation
LRx billing model — every client’s fee
The unifying formula (set fees + take-rate × max(0, base − baseline)) per client, with the Budget / Forecast / Projection / Actual-MTD framework and phasing-curve projection.
Unified data & ETL pipelines
Azure ingestion (ADF) with per-client isolation and live pipeline monitoring.
Configurable dashboards
Build dashboards with a manual + SQL query builder and 13 chart types.
RBAC, SSO & audit log
Role-based access, Azure AD SSO, and a HIPAA audit trail.
Client onboarding
Repeatable onboarding wizard for bringing a new health system online.
Automation
AI Sidekick — text-to-SQL / text-to-viz
Ask a question in plain English, get a chart, add it to a dashboard.
On-demand Executive Briefing
Decision-makers pull a branded briefing from the Sidekick in seconds — structured as what happened, why, and what we’re doing, with the MTD-vs-forecast and MTD-vs-budget reference bars. Minutes, not analyst-hours.
Tiered approval routing
Analyst → Manager → VP sign-off before client-facing output goes out.
Ad hoc reporting & scheduling
On-demand analysis plus automated recurring report delivery.
Intelligence
AI insight on every widget
Each panel answers what happened, why, and what to do next.
Prediction funnel — leading indicators
eRx/TAM → captured → qualified (340B) → packages → invoiced, with per-client TAM scope, conversion yields, and lag to billed revenue.
Per-drug economics — signature cut
Rx · revenue · corrected COGS · gross profit · margin % · %340B, with channel-drift (340B→GPO/WAC) and unloaded-pricing detection.
Operator alerts on confirmed thresholds
Channel drift >10 pts MoM, projected GP below baseline, projection <90% of budget pace, and PA SLA breaches — surfaced before anyone asks.
Forecasting & predictive risk
Projections with confidence bands and predictive risk scores.
PDSA loop & Meeting Intelligence
Improvement cycles plus Teams/Zoom transcripts turned into action items.
Benchmarking
Anonymized cross-client benchmarks
Blinded peer comparison with percentile and quartile rankings.
Payer-access benchmarking
Compare payer performance across the network.
Differential privacy
Small cohorts perturbed so no client or patient can be re-identified.
Client-facing benchmark portal
Each health system sees only its own position vs. anonymized peers.