Capabilities

Signal Forward Insights

Start with the result. Follow the questions.

Explore physician performance, collections, and operations through connected views built from shared source data. Open a measure to review its definition, follow the trend, and examine the groups contributing to it.

Physician performance

Understand the variation behind the average

Review productivity alongside case mix, quality, access, and collections. Move from the organization to a division or physician, with the relevant benchmarks and exceptions in view.

See where to look next

Period changes, division comparisons, and exception flags give leadership a starting point. Measures link to their definitions and available drill paths.

Synthetic physician organization overview with period changes and a referenced period narrative

Put individual performance in context

A physician scorecard brings together productivity, peer comparisons, quality, access, and collections per wRVU. Compensation views relate pay to productivity for authorized readers.

Synthetic physician scorecard showing productivity benchmarks, a period narrative, and individual performance measures

Open the number

The metric drawer puts the definition, calculation, and monthly trend beside the result. Available breakdowns include provider, division, facility, payer, and clinical categories.

Select a month or a contributing group to narrow the view. Measures that need a fixed cohort or observation window retain that context and explain the limitation.

Work RVU metric drawer with its definition, calculation formula, monthly trend, and available month-selection controls

Revenue cycle

Follow the gap between work and payment

Review expected reimbursement, payments, adjustments, and open receivables together. Investigate collection rates, denial patterns, payer yield, and charge lag before moving into the worklist.

Bring the close into focus

A collections bridge and aging measures show where balances sit. Exception worklists support assignment and follow-up; the GL bridge connects the review to accounting.

Synthetic revenue cycle dashboard showing the collections bridge, collection rate, aging, and close-readiness measures

Read the trend with its timing intact

Open the collection rate to inspect the monthly history and compare contributing groups. Recent months are marked as still maturing, keeping collection timing visible when interpreting a change.

The same review pattern applies to payment, denial, adjustment, and charge-lag measures where a monthly trend is meaningful.

Net collection rate metric drawer with the formula, monthly trend, and an indication of still-maturing periods

Narrow the question without losing the context

Drill from a service category into clinical domains, groups, and procedure codes. Payer, facility, division, and period filters carry through the collections view as visible selections.

Synthetic revenue cycle denial analysis with clinical drill-down and active filter selections

Connected AI

The same measures, beyond the dashboard

Insights connects to AI tools through Model Context Protocol (MCP). An assistant can discover available measures, inspect definitions, query scoped results, and follow their lineage.

Ask about computed results

The in-app Ask panel and MCP connection use the same metric definitions and access rules. Where included, AI narratives describe computed metrics with references for review. Numeric checks support that review; interpretation still requires judgment.

Take the analysis further

Authorized users can request governed extracts for additional analysis. Extracts retain their scope, filters, and source snapshot. Figures derived from those rows are identified separately from results computed by Insights.

Keep access tied to the reader

Module permissions and data scope apply to both the application and connected tools. Calls and extracts are audited. Patient-level application drill-ins are not exposed through MCP.

Across the operation

Different questions. A shared foundation.

Physician performance and revenue cycle are two of the available modules. Insights also supports access, surgery, referrals, therapy, and transportation network review.

We select and configure the relevant modules for the engagement, connect source data, and agree on definitions, benchmarks, permissions, and handoff.

Physician performance: Productivity, case mix, quality, access, and compensation alignment.
Revenue cycle: Collections, payer yield, denials, aging, and close readiness.
Access & front office: Schedule utilization, appointment availability, no-shows, and cancellations.
Surgical operations: Case volume and mix, site of service, cancellations, and implant utilization.
Referral retention: Referral destinations, in-network retention, and leakage worklists.
Therapy: Visit volume, episodes of care, and plan-of-care completion.
Network integrity: Transportation provider capacity, credentialing, and trip exceptions.

See it in context

Bring a question from your next operating review

A productivity outlier, an aging balance, a change in payer yield. We will walk through how Insights helps examine it and discuss the data and workflow your team would need.

The images above are real captures of a fictional orthopedic group using synthetic data. Benchmarks shown in the demo are illustrative.

Arrange a walkthrough