Vizier Intelligence
Clinical intelligence, revenue analysis, compliance guidance, and honest takes on the state of healthcare data — written for executives and operators, not vendors.
June 2, 2026
Mid-year is when smart analytics teams reset. The five things worth prioritizing for H2 2026 — and what to deprioritize without guilt.
Read article →June 2, 2026
After 26 weeks of writing about healthcare analytics, the buyer questions cluster around five themes. Here's what they actually ask before they buy.
Read article →May 26, 2026
Q1 told you where you stand. Q2 tells you whether your interventions worked. The six things every quality director should be watching in June.
Read article →May 26, 2026
Hospital quality dashboards often optimize for the metrics CMS publishes — not the ones your interventions can actually move. The corrective lens.
Read article →May 19, 2026
Risk stratification is only valuable if it routes a real care manager to a real patient this week. The models, the workflow, and the analytics that matter.
Read article →May 19, 2026
Most ACOs lose hundreds of dollars per beneficiary to documentation gaps that the analytics layer can flag in real time. Here's how the math works.
Read article →May 12, 2026
The three numbers that close an analytics purchase decision aren't on any vendor's sales deck. They're sitting in your last twelve months of claims data.
Read article →May 12, 2026
The CFO isn't being difficult. They're applying the same scrutiny they apply to every other six-figure decision. Here's how to pass that test.
Read article →May 5, 2026
By May the QPP dashboard tells you whether you're on track for the 75-point performance threshold. Or it tells you what you have six months left to fix.
Read article →May 5, 2026
The 2026 MIPS performance threshold is 75 points. Most practices that miss it miss it by 4 or fewer. The four levers that bridge the gap.
Read article →April 28, 2026
The HIPAA audit framework is public, the controls are well-known, and yet most analytics vendors can't pass a buyer's security review. Here's why.
Read article →April 28, 2026
BAAs come in two flavors: the boilerplate that protects the vendor, and the one that protects you. Five clauses to refuse before signing anything.
Read article →April 21, 2026
TMC's three flagship systems run three different EHRs and three different analytics philosophies. What that reveals about the future of health-system BI.
Read article →April 21, 2026
Sixty institutions, 10 million patient visits a year, and three different dominant EHRs. The scale of TMC analytics is unlike anywhere else in US healthcare.
Read article →April 14, 2026
A 5-provider practice with average AWV uptake leaves about $300,000 a year on the table. The analytics that surface it in one query.
Read article →April 14, 2026
Two practices with the same patient mix can have a 20% revenue gap driven entirely by care-gap closure rates. The five gaps that matter most.
Read article →April 7, 2026
Veradigm's roadmap moves have material implications for Professional, Touchworks, and Sunrise customers. The hedges every IT leader should consider.
Read article →April 7, 2026
Oracle's Cerner roadmap is reshaping inpatient analytics. The three architectural decisions that protect your independence through the migration.
Read article →April 1, 2026
Q1 quality performance is the single best leading indicator of annual quality results. The math, the mechanism, and what to do if you missed it.
Read article →April 1, 2026
By April every quality director should have read the Q1 quality story. The six elements every credible Q1 dashboard contains.
Read article →March 24, 2026
Vision 2030 is changing what 'good analytics' means inside Saudi health clusters. The MOH expectations, the CCHI rules, and what private operators must add.
Read article →March 24, 2026
DoH Abu Dhabi's quality indicators are tightening and Vision 2031 is reshaping IT priorities. What UAE healthcare IT buyers should be evaluating now.
Read article →March 17, 2026
SystmOne and EMIS dominate UK primary care. An ICB or PCN spanning both needs analytics that bridge them. Where they differ and how to unify.
Read article →March 17, 2026
Post-Hewitt-Review NHS analytics demands are sharper. QOF, IIF, the new core dataset, and what ICBs should be reporting today.
Read article →March 10, 2026
Generic NL-to-SQL tools fail in healthcare because the vocabulary is encoded. ICD-10, SNOMED, LOINC, RxNorm — and what real conversational analytics handles.
Read article →March 10, 2026
Every analytics vendor in 2026 claims AI. The three diligence questions that separate real capability from marketing copy.
Read article →March 3, 2026
340B program revenue is one of the most under-optimized line items inside FQHCs. The four analytics views that recover it.
Read article →March 3, 2026
UDS reporting is one of the heaviest annual lifts an FQHC carries. The four-step approach that turns it from fire drill into byproduct.
Read article →February 26, 2026
CMS RPM audit findings cluster on a small number of documentation gaps. The five evidence requirements that make an RPM program audit-proof.
Read article →February 24, 2026
RPM only bills when patients hit 16 transmission days in a calendar month. The codes, the math, and the analytics that keep programs profitable.
Read article →February 19, 2026
MSSP attribution rules quietly move beneficiaries between ACOs every quarter. The analytics that warn you before reconciliation does.
Read article →February 17, 2026
By mid-year your ACO's quality measure direction is set. The six measures that most often drift — and the corrective workflows that pull them back.
Read article →February 12, 2026
Most practices distribute too heavily to 99213 because that's the default. The analytics that surface justified 99214s and protect against audit risk.
Read article →February 10, 2026
Five CARC codes account for 60% of denial dollars at most practices. Catching them at the front end is worth more than appealing them at the back end.
Read article →February 5, 2026
988 routing has changed crisis volume patterns at behavioral health programs. The analytics views that turn that volume into operational signal.
Read article →February 3, 2026
Behavioral health programs measured by visit count miss the outcomes story. PHQ-9 and GAD-7 trend analytics show what the patient panel is actually doing.
Read article →January 29, 2026
'Read-only' is the load-bearing word in every analytics connector pitch. The technical implementation that earns the CIO's trust.
Read article →January 27, 2026
Most asks to connect Epic to an external analytics platform die in the first IT meeting. App Orchard, Clarity, FHIR, read-only scopes, and the four questions every CIO is silently scoring you against.
Read article →January 22, 2026
LACE is older. HOSPITAL is newer. Both predict 30-day readmission. Which one fits your data, your workflow, and your discharge team better?
Read article →January 20, 2026
The 2026 HRRP penalty schedule, the six conditions in scope, the excess readmission ratio math, and the discharge analytics that beat the benchmark.
Read article →January 15, 2026
Tableau is genuinely great at some healthcare problems and quietly bad at others. An honest breakdown for buyers who are tired of marketing.
Read article →January 13, 2026
Power BI's 'free with Microsoft 365' pitch wins procurement. Then someone has to model readmission windows in DAX. Where this strategy breaks.
Read article →January 8, 2026
Most coverage of the 2026 MIPS Final Rule focused on the headline performance threshold. The three quieter changes that matter more.
Read article →January 6, 2026
From January through March 31 submission close, here's the week-by-week MIPS 2026 checklist that keeps practices out of the late-March panic.
Read article →December 23, 2025
Twelve months of retrospective conversations cluster on three patterns: connectors built too late, alerts tuned too noisy, and quality measures left to spreadsheets.
Read article →December 23, 2025
Five themes shaped healthcare analytics in 2025 and will dominate 2026: connector-first integration, conversational interfaces, value-based contracts, RPM scale, and AI sobriety.
Read article →December 18, 2025
Five tasks every athenaOne practice should run before December 31 to close the quality reporting year cleanly. Each one takes under 30 minutes.
Read article →December 16, 2025
Before the calendar flips, six revenue cycle reports separate a clean close from a Q1 surprise. The exact queries, the thresholds, and what to do if the number is off.
Read article →December 11, 2025
Report Writer and CCL solve overlapping but different problems inside Cerner Millennium. The dividing line, the gaps, and where neither belongs.
Read article →December 9, 2025
Epic Cogito and Caboodle do real work. So does a specialty analytics layer. The trade-off that health systems must finally name in 2026.
Read article →December 4, 2025
Five MIPS quality measures account for a disproportionate share of scoring mistakes. The specific denominator and exclusion errors that cost points.
Read article →December 2, 2025
The 2026 MIPS performance year carries a 9% bonus or 9% penalty. The five things every practice should have configured by January 1.
Read article →February 18, 2026
79% of dashboards go unused within six months of deployment. The problem isn't adoption — it's that dashboards answer the questions analysts thought to ask, not the questions clinicians actually have. We examine the shift from descriptive to interrogative analytics.
Read article →February 12, 2026
DAX date calculations break on 30-day readmission windows. ICD-10 hierarchies require custom lookup tables. MIPS exclusion criteria overwhelm native Q&A. An honest technical breakdown of where PowerBI hits the wall in clinical analytics.
Read article →February 5, 2026
The sticker price is the smallest number on your Tableau invoice. A mid-size 200-bed hospital routinely spends $400–800K per year on analytics infrastructure — and achieves 21% actual dashboard usage. Here's the full cost accounting.
Read article →January 28, 2026
A practical, step-by-step guide to the 2026 MIPS performance year. Who qualifies, how to select your best six quality measures, what documentation survives an audit, and the timeline that determines whether you get a bonus or a penalty.
Read article →January 20, 2026
2,583 hospitals received CMS readmission penalties in FY2024, averaging $217,000 each. The root causes from claims data, the LACE score methodology, and how discharge analytics identify high-risk patients before they return through the ED.
Read article →January 14, 2026
A 5-provider clinic systematically undercoding Level 4 visits at 20% loses $481,250 annually. The documentation patterns, the audit safety, and the analytics that surface the gap.
Read article →January 8, 2026
Remote patient monitoring requires 16 transmission days per calendar month for CPT 99454 billing. The compliance data, the device patterns, and the workflow that keeps RPM programs profitable.
Read article →January 2, 2026
Annual Wellness Visits, depression screenings, colorectal cancer screenings, and CCM enrollment all carry specific reimbursement values. Aggregate the unfilled gaps and the number routinely exceeds $2 million for a mid-size practice.
Read article →December 12, 2025
Epic Cogito implementations carry $150K–$400K price tags. Cerner HealtheAnalytics follows a similar model. The 21st Century Cures Act and HIPAA's right of access provisions exist to prevent this — but most organizations have never exercised the rights they already have.
Read article →December 6, 2025
Behavioral health volume surged after the pandemic. 387,000 new diagnoses analyzed show the demographic shift, the HEDIS FUH follow-up compliance crisis, and the analytics that surface program outcomes most practices never measure.
Read article →November 28, 2025
The NHS elective backlog has reshaped what 'good analytics' means for ICBs and Trusts. The 18-week RTT target, the 65-week breach analysis, and the analytics layer that turns wait list data into capacity decisions.
Read article →November 18, 2025
Saudi Arabia's Vision 2030 health transformation runs on a specific reporting stack: NPHIES claims, CBAHI accreditation, MOH cluster indicators. What the analytics layer must support.
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