Financial Performance Intelligence
By the time a margin problem reaches the financials, it has been running for a quarter.
Financial reporting is accurate, complete, and describes a period that has closed. The operational changes that produced the result happened weeks earlier, in data that finance does not usually see.
Connects the clinical and operational activity to the financial result, from extracts you already produce.
The problem
Finance explains the variance. Nobody saw it coming.
The month closes, the variance report is produced, and it is correct. Service line contribution moved, payer mix shifted, cost per case rose. The analysis is competent and the conversation that follows is about explaining what already happened.
The reason nobody saw it coming is that the causes are not financial data. A payer starts adjudicating differently, a service line's case mix shifts, length of stay drifts on two units, premium cover on a ward becomes continuous — each of those is visible in operational or clinical data weeks before it lands in a financial statement, and none of them is in the finance team's reporting.
So the organization operates with a structural lag between the thing happening and the finance function knowing about it. Everyone is working competently and the information arrives one quarter after it would have been useful.
- Variance analysis explains the past accurately and predicts nothing
- Service line profitability is produced annually or on request, not continuously
- Payer mix movement is noticed when it hits the revenue line
- Finance and operations work from different numbers for the same activity
- Cost per case is reported as a total without the drivers underneath it
- Budget conversations run on last year plus a percentage because nothing better is available
Capabilities
What Vizier surfaces in financial performance
Vizier evaluates the operational and clinical activity that produces financial results, and raises movement while there is still a quarter left to respond to it.
Service line contribution movement
Where contribution is changing and what is driving it — volume, case mix, payer mix, cost per case or length of stay — rather than the movement alone.
Payer mix and reimbursement shift
Changes in the payer composition of activity, and in how individual payers are actually reimbursing, surfaced from remittance data rather than from the revenue line.
Cost per case drivers
What is moving underneath the number — supply, length of stay, staffing intensity, theatre time — so the response targets a driver rather than a total.
Leading operational signals
The operational changes that will appear in next quarter's financials: LOS drift, premium pay concentration, throughput loss, denial movement.
Margin exposure, quantified
What a trend is worth annualized if nothing changes, so the size of the response can match the size of the problem.
One set of numbers
Finance, operations and clinical leadership working from consistent definitions, so meetings are about the decision rather than whose figure is right.
What a finding looks like
Growing volume and falling contribution is the pattern most likely to be misread, because the growth reads as success and the finance conversation happens a quarter later.
Ruling out case mix and cost per case is what makes this actionable: the change is on the revenue side, in two specific contracts, and it is a referral-pattern and contracting question rather than an operational one.
Service line contribution is falling on volume that is actually growing.
- Case volume in the service line is up 6% while contribution is down 11%.
- Payer mix has moved toward two contracts reimbursing materially below the service line average.
- Case mix index is unchanged, so this is not an acuity or complexity shift.
- Cost per case is stable, which locates the change on the revenue side rather than in operations.
Review referral and scheduling patterns feeding growth in the two lower-reimbursing contracts, and the terms of those contracts against the service line average.
The reporting gap
Why financial reporting cannot see this coming
This is not a criticism of financial reporting, which is doing its job. The information that would provide early warning is not financial information, and it lives in systems the finance function does not usually read.
- Financial close is periodic and retrospective by design.
- Claims and remittance runout means revenue signals arrive after the period they describe.
- The causes are clinical and operational, and sit outside the finance data estate.
- Service line reporting is aggregated above the level where the driver is visible.
- Finance and operations maintain separate definitions, so reconciliation consumes the meeting.
What this replaces
This replaces the quarterly service line deep-dive
Most organizations run a periodic service line profitability exercise. It is genuinely valuable and it is expensive — an analyst or a consultant assembling clinical, operational and financial data into one view, producing a picture that is accurate on the day it is delivered.
It then decays, because payer behaviour, case mix and cost drivers all keep moving. The next one gets commissioned six or twelve months later.
Vizier maintains that view continuously from data you already produce, and raises the movements worth a decision.
- Quarterly or annual service line profitability exercises, internal or consulting-led
- Analyst work reconciling clinical, operational and financial data into one view
- Variance explanation produced after the period it describes has closed
- Separate finance and operations numbers, and the meeting time spent reconciling them
- Budget-setting on last year plus a percentage for want of a better basis
Who this is for
One margin movement. Three functions that need to see it at the same time.
CFO / Finance
Where is margin moving, why, and how much is it worth if nothing changes?
- Revenue leakage surfaced with the exposure quantified
- Reimbursement and payer performance movement, early
- Financial impact ranked so the biggest number gets attention first
COO / Operations
Which operational changes are going to show up in next quarter's financials?
- Throughput and patient flow constraints identified by location and service line
- Performance variability between sites made visible rather than averaged away
- Operational deterioration flagged while it is still a trend, not a crisis
Analytics / Data
How do we produce one set of numbers finance and operations both accept?
- Consistent definitions so two leaders asking the same question get the same answer
- Self-service investigation that does not generate another ticket queue
- Governance, access control and audit logging that survive review
Getting your data in
Start with what finance already receives.
Financial analytics generally needs data that is already being extracted for reporting and close — the work is connecting it to the clinical and operational activity underneath.
- Service line or cost centre reporting extracts you already produce.
- Remittance and payer data for reimbursement movement.
- Clinical activity and coding extracts, so financial movement can be attributed to case mix or volume.
01
Upload
CSV, Excel, or an export you already produce. Drop it in and Vizier reads it. This is where most organizations start, and it is enough to see real findings against your own numbers.
02
Scheduled
A recurring feed over secure transfer, on whatever cadence your team already runs. No one re-uploads anything by hand, and nothing about your source systems has to change.
03
Connected
Direct read-only connectivity to your EHR or source systems via FHIR R4, HL7 v2, or vendor APIs. Vizier reads; it never writes back.
Connect your EHR when you’re ready. See supported systems.
Security and governance
The page your CIO will ask for
Security questions get answered before a demo, not after procurement stalls.
HIPAA compliant
PHI handled under HIPAA Security Rule safeguards.
BAA included
Executed within one business day, on every plan.
Encrypted throughout
AES-256 at rest, TLS 1.3 in transit.
Read-only access
Vizier reads from source systems. It never writes back.
Role-based access control
Scoped permissions with SSO available.
Audit logging
Every query logged with account, timestamp and result size.
Tenant isolation
Your data is segregated from every other customer's.
SOC 2 Type II audit underway
Not yet certified. Report available under NDA on completion.
FAQ
Questions buyers ask
Does this replace our financial reporting or ERP?
No. Your general ledger, ERP and statutory reporting stay exactly where they are — Vizier is not an accounting system and should not be treated as one. What it does is connect the clinical and operational activity to the financial result and surface movement early, which is the part that currently requires an analyst assembling data across three systems.
How current can the picture be?
It depends on the source. Operational and clinical signals — length of stay, throughput, premium cover, denial movement — can be close to current, and those are the leading indicators. Reimbursement data is bounded by claims runout regardless of the platform. The value is not that the financial data arrives faster; it is that the operational causes are visible before the financial effect lands.
Can it do service line profitability?
It surfaces contribution movement and attributes it to volume, case mix, payer mix or cost drivers, which is the analysis most organizations run periodically. What it does not do is replace a full cost accounting methodology — if your organization has one, that remains the authoritative basis and Vizier works alongside it rather than proposing a competing set of numbers.
Our finance and operations teams already disagree about the numbers. Will this help?
That disagreement is almost always a definitions problem rather than a data problem, and it is worth naming as such. Vizier applies consistent definitions across the domains, so the same question returns the same answer regardless of who asks. It will not settle a genuine methodological disagreement about cost allocation, and it should not — that is a decision for your finance leadership.
What is the fastest thing to look at first?
Usually revenue cycle, because the data is available as a file and denial and reimbursement movement is both fast-moving and quantifiable. Service line contribution takes slightly more assembly but is where the larger findings tend to be.
Related reading
See what is going to show up in next quarter's financials.
Bring a service line extract and a remittance file. Thirty minutes, and the leading indicators are usually already visible.
Start with the data you already have. Connect your EHR when you’re ready.