See how SanaLytics helps leadership understand what is changing, why it is changing, and where to act
This preview is structured around a real hospital leadership workflow: case mix shift visibility, LOS and GLOS performance, physician and facility variation, documentation and capture opportunity, and an executive memo layer that points toward future AI investigation workflows.
The screen is a polished product mockup rather than a live client dataset, but it is intentionally composed to feel like a credible enterprise operating review surface.
One operating layer for unified data ingestion, driver-level analysis, AI-assisted investigation, and executive reporting.
Higher-acuity cardiovascular and surgical volumes are lifting the enterprise profile.
Discharge coordination and post-acute placement remain the primary throughput drag.
Open CC/MCC follow-up and query backlog still represent recoverable value.
Mix gains are being diluted by throughput friction and downgrade pressure.
Case management handoff
Improved query close rate
Higher-acuity cardiology mix
Observation to admit delay
AI-assisted synthesis from approved filters, metrics, and comparison views.
Simulated analysis based on the current mock hospital dataset. Outputs are structured for executive review rather than chat.
Why is margin down this month?
Margin is down because favorable case mix is not converting through throughput and documentation execution.
The current mock dataset shows March CMI strengthening while LOS, downgrade pressure, and documentation lag continue to dilute contribution.
- Enterprise case mix improved by 0.18, led by higher-acuity cardiology and surgical DRGs.
- Length of stay widened by 0.6 days, limiting the margin conversion expected from stronger acuity.
- CC/MCC documentation follow-up remains uneven, especially on complex MS-DRG encounters where capture timing matters.
- Campus North showed the largest throughput drag, with discharge coordination and post-acute placement extending excess bed days.
- Campus South improved documentation capture by 2.4 points, but that gain was not large enough to offset systemwide LOS pressure.
- March volumes skewed toward higher-complexity DRGs, but downgrade leakage and delayed queries reduced the expected financial lift.
- Margin is tracking 1.8 points below the level implied by the current case-mix profile.
- Open documentation opportunity still represents roughly $1.2M of recoverable value if complex cases are closed faster.
- Avoidable excess bed days are absorbing capacity that should be converting high-acuity demand into contribution margin.
- Compare cardiology and orthopedic DRGs by campus against GLOS to isolate where favorable mix is not converting.
- Review CC/MCC query aging by physician cohort to identify where documentation leakage remains concentrated.
- Validate whether downgraded March encounters are tied more to workflow delay, physician variation, or incomplete documentation.
Generate a memo-style readout that can drop into an operating review or leadership packet.
A more strategic read on performance leakage and operating opportunity
The product is organized around the questions hospital leadership teams tend to ask first when performance shifts.
What is changing
Why it is changing
What to investigate next
The preview is built around the issues leadership actually reviews
Each lens is meant to help users move from observation into explanation, prioritization, and follow-through.
Case mix shift visibility
LOS and GLOS performance
Physician variation
Facility variation
Documentation and capture opportunity
Executive memo and AI investigation layer
Case mix is only part of the story
The preview shows how favorable mix movement can still be diluted by LOS drag, documentation leakage, or uneven facility performance.
Variation is visible without losing nuance
Physician and facility comparisons are framed as investigation tools, not simplistic leaderboards detached from operating context.
The memo layer matters
Executive reporting is treated as part of the product surface so insight can move directly into leadership communication and action planning.
Want to see how this could apply to your hospital or health system?
We can walk through the platform, discuss the datasets your team already has, and map how SanaLytics could support your operating reviews, pilot priorities, and long-term intelligence stack.