What's in this phase

Benchmarking
LRx Meridian · Phase 4 of 4

Benchmarking

Compare across the network — privately. Anonymized peer benchmarks, percentile rankings, and a client-facing portal.

19 capabilities delivered through this stage.

1

Foundation

Delivered
  • 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.

2

Automation

Delivered
  • 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.

3

Intelligence

Delivered
  • 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.

4

Benchmarking

New in this phase
  • 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.