Telehealth Intelligence/Clinical Stewardship Monitoring
Solution

Protocol slippage,
caught before it compounds.

Clinical Stewardship Monitoring checks every recorded visit against your stewardship protocols, including antibiotic, steroid, controlled-substance, and additional customer-configured protocols, so deviations surface immediately, not in the next audit.

100%
Recorded Visit Coverage [FSH-3]
250K+
Annual Visits Reviewed [FSH-2]
99%
Expert-Aligned Accuracy [FSH-5]
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Stewardship protocols are only as good as your coverage.

Antibiotic overprescribing, steroid misuse, and inappropriate controlled-substance prescribing are known risks in telehealth. The problem isn't the protocol; it's that stewardship can only be enforced where QA reviews happen. At 2–5% sampling, the vast majority of visits go unmonitored.

Mechanism

What it does

Clinical Stewardship Monitoring applies your stewardship protocols to every recorded visit, checking prescribing decisions against the applicable guideline and flagging deviations with a source-linked citation to the transcript. Findings roll up to provider-level and network-level stewardship views.

01

Antibiotic Stewardship

Checks antibiotic prescribing decisions against appropriate-use criteria for the presenting condition.

02

Steroid Stewardship

Monitors steroid prescribing for appropriateness and documentation of clinical rationale.

03

Controlled-Substance Monitoring

Flags controlled-substance prescribing patterns against your clinical protocols and risk thresholds.

04

Customer-Configured Protocols

Additional stewardship domains configured per customer requirement; the set is extensible to the protocols your organization monitors.

Live demo — 847 visits this week · 3 protocols active · extensible
Antibiotic Stewardship
0VISITS REVIEWED
23 FLAGS RAISED
DEVIATIONPT-5571

Azithromycin 500mg prescribed

Viral URI, no bacterial indicators

GUIDELINE: CDC 2024 — antibiotics not indicated for viral URI

Steroid Stewardship
0VISITS REVIEWED
11 FLAGS RAISED
DEVIATIONPT-1092

Prednisone 40mg prescribed

Mild allergic rhinitis, no documented failed first-line therapy

GUIDELINE: Step therapy — first-line antihistamines not documented

Controlled-Substance Monitoring
0VISITS REVIEWED
6 FLAGS RAISED
REVIEW REQUIREDPT-8832

Tramadol 50mg refill

Refill at 28 days — prior 30-day supply, no documented gap

GUIDELINE: CS monitoring — early refill flag threshold: <30 days

Custom Protocol
0VISITS REVIEWED

Your Protocol

Additional stewardship protocols configured per customer requirement.

Every deviation is sourced to the specific transcript line. Not inferred — cited.

Business Impact

The outcome ladder

Clinical
  • Systematic stewardship review at every visit, catching protocol slippage before it accumulates into a quality problem.
  • Network-level stewardship trends: identify prescribing pattern shifts early.
Risk & Compliance
  • Audit-ready stewardship documentation: every visit, every flagged deviation, every source citation.
  • Defensible evidence for payer inquiries and accreditation reviews.
Cost & Efficiency
  • Reduction in inappropriate prescribing costs, with deviations caught early, before patterns spread across the network.
Paired Solutions

Paired with Visit-Level Quality Assurance

Clinical Stewardship Monitoring applies protocol-specific analysis within the broader quality structure that Visit-Level Quality Assurance provides. For VPs of Clinical Quality who need both full audit coverage and stewardship depth, the capabilities run together.

CASE STUDY • FIRST STOP HEALTH

First Stop Health

Transitioned from manual, statistically insignificant sampling to a governance model that analyzes every provider interaction across a national network.

NETWORK SIZE1,000+ Providers [FSH-1]
ANNUAL ENCOUNTERS250K+ Visits [FSH-2]
AUDIT COVERAGE<5% → 100% [FSH-3]
ANNUALIZED SAVINGS$2.0M [FSH-4]
CLINICAL ALIGNMENT99% [FSH-5]

“We aren't projecting these numbers. This is in production today, powering our clinical governance at scale.”

REFERENCE DATA [FSH-1:5] • Q1 2026 AUDIT
[FSH-1] 1,000+ providers in the First Stop Health clinical network.
[FSH-2] 250,000+ recorded visits analyzed annually.
[FSH-3] Audit coverage expanded from <5% manual sampling to 100% automated review.
[FSH-4] Annualized reduction in QA operational costs and risk mitigation.
[FSH-5] Performance alignment measured against blind double-read by clinical directors.

Deployed within the First Stop Health governance model: 100% of 250,000+ annual visits reviewed, 99% expert-aligned accuracy across all clinical protocol checks.

Deterministic Scoring
Scored against your own clinical guidelines, visit by visit.
99% Expert Alignment
Validated against expert clinical reviewers across 250,000+ visits.
Source-Linked Audit Trail
Every score traces to a specific line in the transcript, defensible in any audit.

Built for this task, not bolted onto an EMR or wrapped around a generic LLM. Every output is traceable.

Served personas
Next Steps

See it run on your data.
A working session.

Bring your stewardship protocols and a sample of prescribing data. We'll show you how 100% coverage changes what deviations you can catch, in 45 minutes.

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CogniSwitch / Clinical Stewardship Monitoring
© 2026