What is Patient Scribe by ZoomRx?

Patient Scribe is ZoomRx's voice-first conversational AI platform for patient chart audits. Instead of manual Patient Record Forms, physicians narrate patient cases naturally while AI probes for clinical detail, structures the data in real time, and delivers patient journey analytics via a live dashboard. It is built on Sagan, ZoomRx's proprietary AI research engine.

How does AI improve patient chart audits for pharma teams?

AI eliminates manual data entry and survey burden of traditional Patient Record Forms. ZoomRx's Patient Scribe uses natural language AI to let physicians narrate chart data conversationally, achieving 100% data completeness through intelligent probing and delivering 93% deeper clinical detail than conventional methods, at scale.

How long does a patient chart audit study take with Patient Scribe?

Patient Scribe's AI-powered methodology significantly accelerates traditional chart audit timelines. ZoomRx has delivered 800+ charts in 8 weeks—a pace impossible with manual PRF-based approaches. Bi-weekly dashboard refreshes mean clients receive rolling patient journey intelligence throughout the study, rather than waiting for a single end-of-project deliverable.

What business questions do patient chart audits answer in pharma?

Patient chart audits help pharma teams understand: where patients enter the treatment pathway; why physicians choose one therapy over another; barriers to initiation, switching, or persistence; and validation of ideal patient profiles in real-world practice. Patient Scribe delivers brand-specific, in-depth patient journey insights designed for launch planning, optimization, and competitive strategy.

How does Patient Scribe compare to Spherix or AplusA for chart audits?

Spherix and AplusA primarily rely on manual Patient Record Forms or structured chart extraction, which requires physicians to manually enter data into lengthy online forms—creating significant survey burden and rushed responses. Patient Scribe replaces these forms with voice-first conversational AI, allowing physicians to narrate patient cases naturally. ZoomRx also offers 100% custom studies tailored to brand-specific strategy, versus the predominantly syndicated models of Spherix and AplusA.

What should a medical chart audit checklist include?

A comprehensive medical chart audit typically includes: patient demographics and diagnosis; disease severity and co-morbidities; prior and current therapies; treatment rationale and switching triggers; barriers to access or adherence; and next-step treatment intent.

AI-Powered Patient Chart Audits in Pharma

800

Charts in 8 weeks

K+

Mins of Charts recorded

450

Unique HCPs

Pre-Launch Teams Need Launch Confidence

Enter the market knowing exactly who your patients are, where they sit in the treatment journey, and what drives prescribing decisions over competitors.

Patient Scribe supports late Phase 3 and pre-launch teams 24–36 months ahead of launch, de-risking strategy before claims data even exists.

Post-Launch Teams Need Continuous Intelligence

Stop waiting 3-6 months for claims data. Get real-time visibility into why physicians choose your brand, which patient types respond best, and where you're losing to competitors.

Research Leaders Need Targeted Intelligence, Not Broad Strokes

Syndicated studies deliver broad industry trends. Patient Scribe delivers the brand-specific clinical reasoning and competitive dynamics that drive your strategic decisions.

ZoomRx's Proprietary AI Engine

Patient Scribe is ZoomRx's voice-first conversational AI for clinical chart capture, built on Sagan, ZoomRx's proprietary AI-powered market research platform. Sagan is designed for natural language understanding, real-time analytics, and human-centered AI, enabling Patient Scribe to go beyond passive data collection. Together, they deliver richer insights and faster patient journey analytics across voice-based dialogues and patient chart audits, making ZoomRx the only vertically integrated AI solution purpose-built for life sciences chart research.

Learn more about Sagan

Qualitative Depth + Quantitative Rigor at Scale

93% of HCPs share that voice-powered audits help achieve the same or deeper clinical detail than traditional surveys. No more choosing between rich context and statistical power.

100% Data Completeness Through Intelligent Probing

Traditional PCAs allow respondents to skip questions, select "prefer not to answer" or provide incomplete responses—forcing analysts to work with fragmented datasets. Patient Scribe's conversational AI probes for missing details in real-time.

Better HCP Experience = Better Data Quality

77% of HCPs enjoyed voice modality. Higher engagement means richer real-world patient chart insights and maximum ROI per research dollar.

STEP 1
Secure Access

HCPs access de-identified patient records via a HIPAA- and GDPR-compliant secure portal. Zero personally identifiable information, or PII, is captured or transmitted, ensuring full regulatory compliance for pharma market research.

STEP 2
Conversational Interface

No more exhausting Patient Record Forms (PRFs). Physicians narrate patient stories naturally through voice-first AI, while Patient Scribe intelligently probes for treatment modalities, switching logic, therapy sequencing, and access barriers, capturing the clinical "why" in real time.

STEP 3
Real-time structuring

Patient Scribe's AI instantly extracts, structures, and categorizes key clinical information, while preserving the full, rich patient narrative. The output is clean, analyst-ready data delivered without manual transcription overhead.

STEP 4
Live Dashboard

Bi-weekly refreshed patient journey analytics dashboards surface prescribing patterns, competitive dynamics, and treatment barriers. From raw chart data to actionable brand intelligence in days, not quarters.

	ZoomRx (Patient Scribe)	Spherix Global	AplusA	Reason Research	ZS Associates
Methodology	Voice-first conversational AI; eliminates typing/clicking for HCPs.	Traditional web-based extraction; relies on manual data entry.	Traditional patient record forms (PRF); manual entry.	Mini-chart audits embedded within ATUs.	General market research; not a chart audit specialist.
Insight Depth	20x richer insights; captures nuanced clinical "why" and audio evidence.	Limited to structured responses from standard questionnaires.	Focuses on scale over depth using traditional forms.	Less granular/in-depth than standalone chart studies.	Strategic insights from non-chart-focused methodologies.
HCP Experience	75% highly enjoyed voice format; dramatically reduced cognitive load.	High survey burden due to manual form-filling.	Manual entry creates survey fatigue and rushed responses.	Manual review within ATU adds to HCP burden.	Standard survey-based approaches with persisting burden.
Oncology Readiness	Proven leadership in complex oncology (e.g., DLBCL).	No track record; just launched/entering the space in Q4 2025.	Traditional methodology; diluted focus across syndicated/custom models.	Primary focus on ATUs limits pure chart audit capability.	Broad consulting focus rather than specialized chart audits.
Customization	100% fully custom; tailored to brand-specific strategy.	Primarily syndicated; offers broad-strokes vs. tailored depth.	Syndicated tracker focus can dilute custom study focus.	Dependent on standard ATU designs.	Driven by consulting engagements rather than bespoke AI audits.
Technology	Advanced NLP with automated transcription & intelligent probing.	No conversational AI; relies on standard digital surveys.	Standard digital data collection tools.	Standard survey platforms.	Analytics and modeling platforms.

Chart audits are burdensome and they need not be. This is a feasible and practical AI application in PMR.

Director

Analytics & Insights, Top 5 Pharma

PCA reports often contain many charts but relatively fewer actionable insights. In contrast,Patient Scribe reports stood out for their rich insights supported by compelling physician quotes.

Manager

Primary Market Research, Top 5 Pharma

We were able to gather a lot of context that wewould have been otherwise missing. [AI] responded in real time with follow-up questionsthat added depth to the research.

Market Research & CI Lead

BioTech

Promotional Effectiveness Tracking (PET)

Compare sales force impact against real-world prescribing

Learn more

Brand Tracking
(ATU)

Integrate perception with actual treatment modalities

Learn more

HCP-Patient
Conversations

From chart to exam room insights

Learn more

Beyond the Checkbox: Solving the Physician Burden in Patient Chart Audits

5 Warning Signs Your Patient Chart Audits Are Leaving Critical Insights on the Table

Conversational Patient Chart Audits moderated by AI unlocks Higher Insight Density

The new voice format makes much more efficient use of a physician's time. For me personally, I am tired of having to type in for a survey, after having typed 40 plus patient charts per day. The new voice-based format saves my time, and my wrist.

Physician

ZoomRx Panel

Honestly, a great experience. Much better, easier than expected. The AI monitor understood and summarized my response with great accuracy.

HCP

ZoomRx Panel

Voice powered Patient Scribe works much faster and efficiently than traditional surveys, I am able to give a much more detailed and complete response in a much shorter period of time, so I'm likely to get more information in my answers.

Physician

ZoomRx Panel

I like the voice format because it takes away the need for having to write text messages. It's easier to get into detail without having to worry about typing a very long message regarding patient experiences or medications. And it's also interactive, so it's easy to get into more detail with the guided discussion.

Physician

ZoomRx Panel

What is a patient chart audit (PCA) in pharma market research?

A patient chart audit, or PCA, is a structured healthcare market research method in which physicians review de-identified medical records to analyze real-world treatment patterns and clinical decision-making. Unlike claims data, which shows what prescribing occurred, clinical chart audits capture the why, including treatment rationale, switching triggers, barriers to access, and physician reasoning. PCAs are essential for patient journey mapping and market strategy in pharmaceutical research. ZoomRx's Patient Scribe advances traditional PCA methodology using voice-first conversational AI to capture richer, more complete clinical insight at scale.

What business questions do PCAs answer in pharma market research?

Patient chart audits help pharma teams understand:

Where patients enter the treatment pathway
Why physicians choose one therapy over another
Barriers to initiation, switching, or persistence
Validation of ideal patient profiles in real-world practice

Patient Scribe delivers brand-specific, in-depth patient journey insights designed for launch planning, optimization, and competitive strategy.

How does Patient Scribe improve chart audit processes compared to Spherix or AplusA?

Spherix and AplusA primarily rely on manual Patient Record Forms (PRFs) or structured chart extraction, which requires physicians to manually enter data into lengthy online forms. This traditional methodology creates a significant survey burden and can lead to rushed responses.

Patient Scribe by ZoomRx replaces these forms with voice-first conversational AI. This allows physicians to narrate patient cases naturally, eliminating the typing and clicking that leads to cognitive load.

How does ZoomRx compare to Reason Research for patient chart audits?

Reason Research typically includes patient chart data as part of broader Awareness, Trial, and Usage (ATU) studies. These are often "mini-chart audits" that are less granular and in-depth than standalone chart studies.

ZoomRx’s Patient Scribe is purpose-built for dedicated, standalone patient chart audits. It is better suited for teams that need:

Granular Clinical Reasoning: Capturing the authentic "why" behind every decision through conversational probing.
Dedicated Depth: Full-scale audits rather than data embedded within broader ATU metrics.
Complex TAs: Specialized support for complex therapeutic areas like oncology, where ZoomRx has a proven track record (e.g., DLBCL).

What is the difference between patient chart audits and claims data?

Claims data provides a transactional record of what occurred in a patient's treatment journey, which drugs were prescribed, dispensed, or administered, and when. Patient chart audits complement claims data by revealing why those decisions were made: the clinical reasoning, competitive considerations, access barriers, and physician intent that claims alone cannot capture. For pharma brand teams, combining claims data with AI-powered patient chart audits like Patient Scribe provides a complete picture of real-world treatment dynamics.

AI-Powered Chart Audits: Capture the Clinical "Why"