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RxDetectRx by iatricSystems

Drug diversion monitoring that sees every medication event

DetectRx connects your EHR, dispensing cabinets, and timekeeping, scores every suspicious event, and hands your team a prioritized queue instead of a monthly report.

  • Cloud-hosted, no servers to manage
  • HIPAA-compliant with BAA support
  • Of diversion cases,95%Are never investigated
  • An estimated80-93%Of incidents go undetected
  • Diversion costs$70BIn U.S. healthcare every year
  • DetectRx detects28+Diversion and non-compliance risk types

The hidden crisis

Diversion lives in the gaps between reviews

People who divert learn which transactions are rarely checked and when spot checks happen. Monthly report pulls give them weeks to work, and the damage lands on patients, staff, and the institution.

  • Patients go without relief. Saline swapped for fentanyl, shorted doses, and contaminated substitutes mean inadequate pain control and real risk of infection.
  • Regulators step in. The DEA, The Joint Commission, and state boards of pharmacy scrutinize systems that miss diversion, and fines and lawsuits follow.
  • Cases are found by chance. Without hard evidence, suspicions cannot be confirmed and investigations are dropped. Most diversion is never caught at all.

Monthly review vs. DetectRx

Diversion begins
Week 1
A monthly report surfaces it
Week 5
From a DetectRx flag to manager follow-up by AVA
Minutes

"Drug diversion monitoring relied entirely on manual processes and monthly pulled data reports. We had no consolidated view of controlled substance data across the health system."

Renown HealthDescribing its program before DetectRx

How it works

From raw transactions to a confident determination

DetectRx does the data assembly your team does by hand today, then puts the highest-risk activity at the top of the list.

  1. Assemble the full picture

    DetectRx pulls EHR, automated dispensing cabinet, and timekeeping data into one view of every controlled substance event.

  2. Analyze two ways

    Machine learning finds behavior that departs from normal patterns. Expert-written rules catch known diversion indicators.

  3. Score and prioritize

    Each flagged event gets a risk score weighted by risk type, drug, user history and tenure, and prior flags.

  4. Investigate and resolve

    Investigators see a full activity timeline, document their findings, and export a PDF for HR, legal, or regulators.

Activity timelineMartinez, Jorge - 8/17/2026, 08:05 - Dispense 2 TAB - User Wrong Location
The activity timeline lays out every dispense, administration, pain score, questionnaire, and investigation around a flagged risk, so investigators can make a determination without leaving the screen.

Three systems, one picture

The patterns no single report can show

A dispense for a patient discharged hours earlier. Waste totals that do not match what was pulled. A nurse active on a unit while off shift. Each one only appears when these sources are read together.

  1. Electronic medical record

    Administration documentation, orders, patient status, and pain scores.

  2. Automated dispensing cabinets

    Every dispense, waste, and return at the cabinet level.

  3. Timekeeping

    Shift schedules and staffing assignments, to spot off-shift or off-location activity.

Clinician drawing medication from a vial into a syringe

Risk library

28+ risk types, checked continuously

Machine learning flags unusual pain score documentation, users in the wrong location, and statistical outliers. Expert-written rules cover the known diversion patterns. Together they watch far more than any manual review program could, without gaps between reviews.

Dispensing irregularities

Dispense without administration, controlled substances pulled for several patients in a short window, and maximum-dose dispenses.

Administration irregularities

Administration with no documented dispense, a different user giving than pulling, and missing pain score documentation.

Reconciliation failures

Administered, wasted, and returned amounts that do not add up to what was dispensed, plus whole-dose wastes and returns.

Off-shift and off-location activity

Medication activity by a user who is not on shift, or who is working in a different location than the patient.

Witness and patient status

Witnesses off shift or in the wrong location, and activity on patients who have been discharged or have expired.

Insulin-specific risks

Insulin dispensed or administered without a corresponding glucose test result.

AVA, your virtual investigator

Every high-risk event gets followed up, every time

Without automation, notifying a supervisor, collecting their assessment, and opening an investigation takes calls and emails over hours or days, and often never happens. AVA does it in minutes for every high-risk event.

You configure

  • Which risk types trigger AVA
  • Who receives each questionnaire
  • How many reminders go out before escalation
  • The escalation chain for your organization
  1. Sends a notification

    Email or SMS goes to the manager or supervisor responsible for the flagged activity.

  2. Delivers a questionnaire

    The manager sees a concise risk summary and answers targeted questions.

  3. Files the response

    AVA documents the answers, opens an investigation if needed, and assigns it.

  4. Closes or escalates

    Cleared events close automatically. No response in time escalates to a wider group.

From alert to resolution

One place for investigators and leadership

No more scattered files, email chains, or spreadsheet logs. Every action is timestamped and available to authorized team members.

Investigations

For pharmacy and diversion teams

  • Status tracking from New to Closed, with outcomes and a full audit trail
  • Link every related risk to a single investigation
  • Add investigators with role-based access
  • Attach notes, HR communications, and supporting documents
  • Export a formatted PDF for regulators, HR, or legal review

Insights dashboard

For executives and compliance officers

  • Risks by issue type and by location
  • Risk trends over time to measure your program
  • Risk ratio by user, normalized to hours worked
  • Investigation status across sites and investigators
  • AVA questionnaire completion and escalation rates

Customer story: Renown Health

From 5 risk factors to 24

Renown Health serves more than one million people across northern Nevada, including the region's only Level II Trauma Center. Its diversion program ran on manual monthly reports. With DetectRx, it monitors nearly five times as many risk factors, continuously, in one platform.

"The iatricSystems team learned our barriers and helped us troubleshoot the configurations that are necessary for us to implement DetectRx. They have been flexible and truly understand the individual needs of our health system."

Jen WalkerVP of Quality and Patient Safety, Renown Health
MetricBeforeWith DetectRx
Risk factors monitored524
Review frequencyMonthly, manualContinuous, automated
Data viewFragmentedUnified across the system

Customer story: Peterson Health

Every outlier reviewed, not a sample

This independent, nonprofit health system in the Texas Hill Country moved from spot checks to reviewing every outlier transaction, and built new accountability between pharmacy and clinical teams.

"DetectRx didn't just help look for potential diversion. It found practices that may have needed to be improved or practices that we didn't know existed."

Annie RaymondDirector of Pharmacy, Peterson Health

"We look at the data and we work together without pointing fingers at each other."

Annie RaymondDirector of Pharmacy, Peterson Health

"Not only are we providing more complete charting and better information on the medical record, we're keeping the patient safe."

Annie RaymondDirector of Pharmacy, Peterson Health

Built for enterprise healthcare

Fits the technology you already have

DetectRx works alongside your EHR, dispensing cabinets, and timekeeping platform instead of replacing them, and its cloud architecture scales from a community hospital to a multi-site system.

  • Epic
  • Oracle Health (Cerner)
  • MEDITECH
  • athenahealth
  • Allscripts
  • And other leading EHRs

Standards supported

  • HL7
  • FHIR
  • REST APIs
  • SMART on FHIR

Security and compliance

  • HIPAA-compliant deployment with Business Associate Agreement support
  • Encrypted data transport and storage
  • Role-based access controls and audit logging
  • Multi-factor authentication by email or Microsoft Authenticator
  • Configurable data retention policies

FAQ

DetectRx questions

Also watching patient privacy?

Haystack iS, also from iatricSystems, monitors every access to patient records.

Explore Haystack iS
What is DetectRx?

DetectRx is cloud-based drug diversion monitoring software from iatricSystems. It combines EHR, automated dispensing cabinet, and timekeeping data, then uses machine learning and expert-written rules to find and score signs of diversion, policy non-compliance, and administration irregularities.

Who uses DetectRx?

Pharmacy directors and diversion managers, compliance and patient safety officers, nurse managers and supervisors, and health system executives who need visibility into risk across facilities.

How are risk scores calculated?

Each flagged medication event receives a score weighted by the type of risk, the drug involved, the user history and tenure, and any prior flags. Scores of 80 and above are high risk, 60 to 79 are medium, and below 60 are low.

What does AVA do in DetectRx?

When an event scores above the high-risk threshold, AVA notifies the responsible manager, sends a questionnaire, records the answers, and opens or closes an investigation. If no one responds in time, it escalates. You configure the triggers, recipients, and escalation chain.

Which systems does DetectRx integrate with?

Leading EHRs including Epic, Oracle Health (Cerner), MEDITECH, athenahealth, and Allscripts, plus automated dispensing cabinets and timekeeping platforms. It supports HL7, FHIR, REST APIs, and SMART on FHIR.

Schedule a DetectRx Consultation
Do we need to host anything on-premise?

No. DetectRx is cloud-hosted, so implementation is faster and your team does not maintain servers for it. It scales from community hospitals to multi-site health systems.

Can DetectRx be configured to our policies?

Yes. You choose which risk types are monitored and how they are weighted, set AVA thresholds and recipients, and define investigation outcome categories. The iatricSystems implementation team configures it with you.

What happens on the consultation call?

A 15-minute conversation about your EHRs, your current diversion program and systems, and your requirements. If DetectRx is a good fit, we schedule a product demonstration.

Schedule a DetectRx Consultation

Free consultation

Book a DetectRx consultation

15 minutes

Pick a time that works for you. A Dictation Direct specialist will walk through your program and answer your questions.

  • Your EHRs, dispensing cabinets, and timekeeping systems
  • How your diversion program runs today and where it has gaps
  • Your requirements, and whether DetectRx is a good fit

If DetectRx is a good fit, we schedule a full product demonstration.

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