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BestAIScribeforPsychiatryin20267ToolsRanked

Fernando CowanForbes Business Council·Feb 28, 2026·23 min read
ai scribe for psychiatrybest ai scribe for psychiatrypsychiatric documentationmental health ai scribeai scribe mental healthpsychiatric notes ai
Fernando CowanFernando Cowan · Founder & CEO, DeepCura
Forbes Business Council — 2026 Official Member

The best AI scribe for psychiatry is one that captures mental status exams, documents risk assessments, and generates therapy-specific note formats — not just SOAP notes. Psychiatrists spend an estimated 16 hours per week on documentation — among the highest of any medical specialty. That burden drives burnout, reduces patient face time, and costs practices thousands in lost revenue from shortened sessions.

We ranked 7 AI scribes on the criteria that matter most for psychiatric documentation:

  • MSE capture — does the AI recognize and structure the core MSE domains from natural conversation?
  • Risk assessment documentation — does it extract SI/HI screening, safety planning, and validated measures (PHQ-9, GAD-7, C-SSRS)?
  • Therapy note formats — SOAP, DAP, BIRP, psychiatric evaluation, and medication management templates
  • EHR integration — bidirectional write-back to behavioral health and general medical EHRs
  • Privacy beyond HIPAA — 42 CFR Part 2 awareness for substance use disorder records
Info

All products were evaluated in February–March 2026. Pricing reflects publicly available rates. Custom-priced products were assessed based on disclosed enterprise ranges and verified customer reports.

Why Psychiatry Needs a Specialized AI Scribe

The Documentation Burden in Psychiatry

Psychiatrists document more per encounter than nearly any other specialty. A 45-minute therapy session generates a progress note. A psychiatric evaluation produces a multi-page report covering history, MSE, risk assessment, diagnosis, and treatment planning. Medication management visits require medication reconciliation, side effect monitoring, and clinical decision documentation — all within a 15-minute window.

Studies consistently show that physicians spend nearly as much time on documentation as they do with patients — and psychiatry's narrative-heavy documentation requirements make this burden especially acute. This documentation load is a leading driver of psychiatrist burnout, contributes to the national shortage of mental health providers, and directly reduces the number of patients a practice can see.

What General-Purpose AI Scribes Miss

Most AI medical scribes are built for primary care workflows — chief complaint, history of present illness, physical exam, assessment and plan. Psychiatric encounters are fundamentally different:

  • Mental Status Exam (MSE) requires capturing nuanced observations about appearance, behavior, speech, mood, affect, thought process, thought content, perception, cognition, insight, and judgment. A general-purpose scribe may note "patient appears anxious" but miss the clinical distinction between constricted and flat affect or the difference between pressured and tangential speech.
  • Risk assessment demands structured documentation of suicidal ideation (active vs. passive, plan, intent, means), homicidal ideation, self-injurious behavior, and protective factors. Missing or incomplete risk documentation is both a clinical safety issue and a malpractice liability.
  • Affect vocabulary in psychiatry is precise and clinical. "Sad" is not the same as "dysphoric." "Happy" is not the same as "euthymic" or "euphoric." AI scribes trained primarily on medical/surgical data may not capture the granular affective descriptions that psychiatry requires.

Compliance Beyond HIPAA

Psychiatric documentation operates under additional privacy protections beyond standard HIPAA rules. 42 CFR Part 2 governs the confidentiality of substance use disorder (SUD) treatment records, requiring specific patient consent for disclosure that goes beyond standard HIPAA authorizations. Many states impose additional protections for mental health records, psychotherapy notes, and substance use treatment documentation.

Any AI scribe processing psychiatric encounters must be designed with these heightened privacy requirements in mind — including how recordings are stored, who has access, how data is segmented, and whether psychotherapy process notes are handled separately from the medical record.

For a comprehensive guide to structured psychiatric assessments, see our biopsychosocial assessment guide with free templates.

Quick Comparison — 7 AI Scribes for Psychiatry

RankToolPricePsych-SpecificAmbientNote FormatsEHRBest For
1DeepCura$129/moFull-platform + psych templates✓ PassiveSOAP, DAP, BIRP, Psych Eval, custom7+ (bidirectional)Best Overall
2Mentalyc$20–$120/moTherapy-only✗ Manual recordSOAP, DAP, BIRP, GIRP, 100+6 (MH-specific, transfer)Solo Therapists on a Budget
3Freed AI$39–$104/moGeneral-purpose✓ PassiveSOAP, customScraping-basedSimplest Ambient Scribe
4S10.AI~$99/moTemplate library✓ PassiveSOAP, Psych Eval, customLimitedBudget with Template Variety
5Heidi HealthFree–$99/moGeneral-purpose✓ PassiveSOAP, customLimitedMultilingual Psychiatry
6Suki AI$299+/moGeneral-purpose✓ PassiveSOAP, customBidirectionalVoice-First Documentation
7Nuance DAX Copilot$369+/moGeneral + Epic-optimized✓ PassiveSOAP, customEpic, Cerner, Athena, 40+Enterprise Hospital Psychiatry

For a broader comparison across all specialties, see our Best AI Medical Scribes in 2026 ranking.

What to Look for in a Psychiatric AI Scribe

Not all AI scribes handle psychiatric encounters equally. Before choosing a tool, evaluate it against these eight criteria:

1. MSE Capture Accuracy. Can the AI identify and structure the core domains of the mental status exam from natural clinical conversation? Look for accurate affect vocabulary (constricted vs. blunted vs. flat), thought process categorization (linear vs. tangential vs. circumstantial), and perception documentation.

2. Risk Assessment Documentation. Does the scribe extract and structure suicidal ideation screening (active/passive, plan, intent, means, protective factors), homicidal ideation, self-injurious behavior, and validated screening instruments (PHQ-9, GAD-7, C-SSRS, AUDIT)? This is non-negotiable for psychiatric documentation.

3. Therapy Note Formats. Psychiatry uses diverse note formats beyond standard SOAP. Look for DAP (Data, Assessment, Plan), BIRP (Behavior, Intervention, Response, Plan), GIRP (Goals, Intervention, Response, Plan), psychiatric evaluation templates, and medication management note formats.

4. Medication Management Notes. Psychiatric prescribing documentation requires medication reconciliation, side effect monitoring, dosage adjustment rationale, and drug interaction considerations. The AI should capture these elements from the clinical conversation.

5. Diagnostic Assessment Support. Can the scribe suggest relevant ICD-10 codes — such as F41.9 for anxiety or F32.9 for depression — and document DSM-5 diagnostic criteria alignment from the clinical interview?

6. Ambient Listening Quality. Psychiatric sessions rely on verbal exchange more than any other specialty. The AI must handle soft-spoken patients, emotional conversations, long silences, and therapeutic dialogue without interrupting the clinical rapport.

7. Behavioral Health EHR Integration. Does the scribe integrate with both general medical EHRs (Epic, athenahealth, eClinicalWorks) and behavioral health-specific systems (TherapyNotes, SimplePractice, Valant)? Bidirectional write-back is the gold standard.

8. Privacy Beyond HIPAA. Evaluate how the scribe handles 42 CFR Part 2 substance use records, psychotherapy process notes, and state-specific mental health record protections. Recordings should be deleted after note generation, and data should never be used for model training.

Detailed Reviews

1. DeepCura — Best Overall for Psychiatry

DeepCura is a full-stack clinical AI platform that combines ambient AI scribing with practice automation — AI receptionist, billing, fax management, patient intake, and bidirectional EHR integration — all for $129/month per provider with unlimited notes.

For psychiatric documentation specifically, DeepCura's ambient scribe captures the full clinical encounter passively. The AI generates structured psychiatric notes including mental status exams with granular affect and cognition documentation, risk assessments with C-SSRS and PHQ-9/GAD-7 integration, and medication management notes with dosage rationale and side effect monitoring. Clinicians can choose between multiple leading AI engines (including models from OpenAI, Anthropic, and Google) as the underlying AI engine — a flexibility no other scribe offers.

Strengths:

  • Passive ambient listening with no manual recording steps
  • Structured MSE documentation with full-domain capture
  • Risk assessment extraction with validated screening instruments
  • SOAP, DAP, BIRP, psychiatric evaluation, and custom note templates
  • Medication management notes with reconciliation and drug interaction documentation
  • Choose AI engine (OpenAI, Anthropic, Google)
  • Bidirectional EHR write-back across 7+ systems including Epic, athenahealth, and eClinicalWorks
  • AI receptionist handles calls, scheduling, and triage 24/7
  • Billing automation with ICD-10/CPT coding and E&M integrity checks
  • Unlimited notes on all plans

Limitations:

  • No therapeutic alliance tracking (Mentalyc's unique feature)
  • No pre-built GIRP/SIRP/PIE templates (available via custom template builder)

Pricing: $129/month per provider — all features included. Free trial available, no credit card required.

Verdict: DeepCura is the strongest overall choice for psychiatrists who want both specialized documentation quality and a full-platform solution that handles everything from patient calls to EHR write-back. The $129 price point includes capabilities that would cost $400+ if purchased separately from point solutions.

DeepCura: AI Scribe Built for Psychiatry

Ambient MSE capture, risk assessment documentation, SOAP/DAP/BIRP templates, medication management notes, and bidirectional EHR integration — $129/mo, unlimited notes. Start your free trial.

DeepCura AI scribe generating a SOAP note from ambient listening — sidebar with AI Context Manager, note templates, and patient list

2. Mentalyc — Best for Solo Therapists on a Budget

Mentalyc is an AI documentation platform built exclusively for mental health professionals — therapists, counselors, social workers, and PMHNPs. It generates progress notes in therapy-specific formats from recorded sessions, uploaded audio, or typed summaries.

Mentalyc's strongest differentiator is the breadth of its mental health note formats: SOAP, DAP, BIRP, PIRP, GIRP, PIE, SIRP, and 100+ custom templates. The proprietary Alliance Genie feature tracks therapeutic relationship dynamics across sessions — a capability no other AI scribe offers. At $19.99/month for 40 notes, it is the cheapest entry point in the market.

The tradeoffs: no passive ambient mode (therapists must manually start recordings), note caps on all individual plans, limited EHR integration depth (6 mental health-specific systems with note transfer rather than bidirectional write-back), and no practice automation features.

Pricing: $19.99–$119.99/month (40–330 notes). Team plans at $49.99–$59.99/seat with unlimited notes.

Verdict: Best value for solo therapists seeing fewer than 10 clients per week who want therapy-specific AI notes at the lowest price point. For full details, read our Mentalyc review.

3. Freed AI — Simplest Ambient Scribe

Freed AI offers the most streamlined ambient scribing experience — click record, see your encounter, and get a structured note. It requires minimal setup and has a clean interface that appeals to clinicians who want simplicity over feature depth.

Freed captures psychiatric encounters through passive ambient listening and generates notes in SOAP and custom formats. The AI handles general psychiatric content reasonably well but does not have psychiatric-specific features like structured MSE documentation, risk assessment extraction, or therapy-specific note formats (DAP, BIRP).

EHR integration works through browser-based scraping rather than native API write-back, which means notes are pushed into the chart via screen overlay rather than written directly to structured fields.

Pricing: $39/month (Starter, 40 notes), $79/month (Core, unlimited), or $104/month (Premier, unlimited with EHR push and ICD-10 coding).

Verdict: Best for psychiatrists who want a dead-simple ambient scribe without practice automation needs. Not ideal for those who need structured MSE capture or therapy-specific note formats. Read our Freed AI review for the full breakdown.

4. S10.AI — Budget with Template Variety

S10.AI positions itself as a cost-effective ambient scribe with a template library that includes psychiatric evaluation and intake assessment formats. The platform captures encounters passively and generates notes using customizable templates.

S10.AI offers reasonable template variety for psychiatric workflows at a lower price point than enterprise solutions. However, MSE capture granularity is template-dependent rather than AI-driven, and risk assessment documentation requires manual template configuration rather than automatic extraction from the clinical conversation.

Pricing: ~$99/month.

Verdict: Solid budget option for psychiatrists who want template-based documentation flexibility at a lower price point than DeepCura or Suki.

5. Heidi Health — Best for Multilingual Psychiatry

Heidi Health stands out for its multilingual support, offering AI scribing in 110+ languages — a significant advantage for psychiatrists serving diverse patient populations where language concordance matters for accurate mental health assessment.

The platform offers a generous free tier with limited notes and affordable paid plans. Heidi handles general psychiatric encounters through ambient listening and generates SOAP-format notes. Psychiatric-specific features (structured MSE, risk assessment extraction, DAP/BIRP formats) are limited compared to purpose-built solutions.

Pricing: Free tier available. Pro plan at $99/month (or ~$67/month billed annually).

Verdict: Best choice for multilingual psychiatric practices. The free tier makes it easy to evaluate. Limited in psychiatric-specific documentation depth.

6. Suki AI — Voice-First Documentation

Suki AI takes a voice-first approach to clinical documentation — clinicians dictate notes and the AI structures them into the appropriate format. The platform also supports ambient mode for passive encounter capture.

Suki integrates bidirectionally with major EHRs and offers strong medication management documentation. The voice command interface is intuitive for clinicians who prefer speaking over typing. However, the $299+ monthly price point is significantly higher than alternatives, and psychiatric-specific features are limited to general templates rather than purpose-built psychiatric documentation tools.

Pricing: $299+/month.

Verdict: Strong voice-first documentation with good EHR integration, but the premium price is hard to justify when DeepCura offers more psychiatric-specific features plus full practice automation for $129/month.

7. Nuance DAX Copilot — Enterprise Hospital Psychiatry

Nuance DAX Copilot (Microsoft) is the enterprise standard for ambient clinical documentation, with its deepest integration in the Epic ecosystem and compatibility with 40+ EHR systems including Cerner and Athena. For hospital-based psychiatry departments, DAX offers seamless integration and institutional-grade security.

DAX handles psychiatric encounters through ambient listening and generates notes within your EHR workflow. Documentation quality for psychiatry is strong within Epic-native templates, and the Microsoft backing ensures long-term enterprise support.

The tradeoff is cost: DAX starts at $369/month per provider plus a $700 one-time implementation fee, with enterprise volume discounts available for larger deployments.

Pricing: $369/month per provider (Solo/Group). Enterprise custom pricing with volume discounts.

Verdict: The default choice for hospital psychiatry departments, especially those on Epic where the integration is deepest. The $369/month price point is steep for independent practices.

Head-to-Head — Psychiatric Documentation Features

Psychiatric AI scribe feature comparison — 7 tools compared across 14 documentation capabilities

FeatureDeepCuraMentalycFreed AIS10.AIHeidi HealthSuki AINuance DAX
Ambient Listening
MSE Documentation✓ (full)LimitedBasicTemplateBasicBasic
Risk Assessment✓ (structured)ManualTemplate
SOAP/DAP/BIRPSOAP onlySOAP onlySOAP only
Psych Eval TemplateCustom
Medication MgmtPro+BasicBasic
Treatment PlansTemplateCustom
Group TherapySuper only
Choose AI Engine
Unlimited NotesTeam onlyPremierPaidPaid
Bidirectional EHR✓ (7+)Limited✓ (Epic, 40+)
AI Receptionist
Billing AutomationCPT onlyCPT onlyCPT only
Price$129/mo$20–$120/mo$39–$104/mo~$99/moFree–$99/mo$299+/mo$369+/mo

How AI Scribes Handle Key Psychiatric Documentation

Mental Status Exam Documentation

The mental status exam is the physical exam of psychiatry — a structured observation of the patient's mental functioning at the time of the encounter. A thorough MSE covers appearance, behavior, speech, mood (patient-reported), affect (clinician-observed), thought process, thought content, perception, cognition, insight, and judgment.

AI scribes vary dramatically in MSE capture quality. General-purpose scribes may document "patient reports anxiety" but miss the clinical distinction between a constricted affect with psychomotor agitation (suggesting acute anxiety) versus a blunted affect with psychomotor retardation (suggesting depression). The best psychiatric AI scribes capture these nuances from natural conversation and structure them into discrete, chartable MSE fields.

Risk Assessment and Safety Planning

Risk assessment documentation is the highest-stakes element of psychiatric charting. It must capture suicidal ideation (active vs. passive, presence of plan, intent, access to means), homicidal ideation, self-injurious behavior, and protective factors — along with validated screening instruments like the Columbia Suicide Severity Rating Scale (C-SSRS), PHQ-9, and GAD-7.

An AI scribe that misses risk assessment language or buries it within unstructured narrative text creates clinical and legal liability. The best psychiatric AI scribes extract risk factors into a structured, prominent section of the note and flag concerning language for clinician review.

Psychotherapy Session Notes

Therapy sessions generate documentation in formats specific to behavioral health: DAP (Data, Assessment, Plan), BIRP (Behavior, Intervention, Response, Plan), GIRP (Goals, Intervention, Response, Plan), and modality-specific templates for CBT, DBT, EMDR, and psychodynamic therapy.

AI scribes built for general medicine typically offer SOAP notes only. Psychiatric AI scribes should support multiple therapy note formats and understand the distinction between documenting therapeutic interventions (what the clinician did) versus documenting patient content (what the patient disclosed) — a critical boundary in psychotherapy documentation.

Medication Management Encounters

Psychiatric medication management visits are brief (15-20 minutes) but documentation-heavy. They require medication reconciliation, current symptom assessment, side effect screening, dosage adjustment rationale, drug interaction considerations, and a risk-benefit analysis for any medication changes.

The best AI scribes for psychiatry capture these elements from the natural flow of the medication management conversation and structure them into a format that supports both clinical decision-making and insurance documentation requirements.

Pricing Comparison

ToolMonthlyAnnualNote LimitBest Plan
DeepCura$129/moUnlimitedSingle plan, all features
Mentalyc$19.99–$119.99/mo$14.99–$99.99/mo40–330/moPro ($69.99) for psych templates
Freed AI$39–$104/mo40–unlimitedCore ($79) or Premier ($104) for unlimited
S10.AI~$99/moUnlimitedSingle plan
Heidi HealthFree–$99/mo~$67/mo annualLimited–unlimitedFree tier to evaluate
Suki AI$299+/moUnlimitedEnterprise custom
Nuance DAX$369+/moEnterprise discountsUnlimitedSolo ($369) or Enterprise

See DeepCura in Action

Watch how DeepCura handles the full clinical workflow — from AI receptionist calls and patient intake through ambient scribing, automated billing, and native EHR write-back.

DeepCura AI Medical Scribe Platform Demo — Ambient Scribing, EHR Integration, AI Receptionist

Frequently Asked Questions

What is the best AI scribe for psychiatry?

DeepCura is the best overall AI scribe for psychiatry in 2026. It combines passive ambient listening with structured MSE documentation, risk assessment extraction, therapy note formats (SOAP, DAP, BIRP), medication management notes, and bidirectional EHR integration — all for $129/month with unlimited notes. For solo therapists on a budget, Mentalyc offers therapy-specific notes starting at $19.99/month.

Can AI scribes handle psychiatric evaluations?

Yes. The best AI scribes for psychiatry generate comprehensive psychiatric evaluation notes from the clinical interview, including chief complaint, history of present illness, past psychiatric history, substance use history, social and developmental history, mental status exam, risk assessment, diagnostic impressions, and treatment plan. The quality of psychiatric evaluation documentation varies significantly between platforms — purpose-built solutions capture more clinical nuance than general-purpose scribes.

Do AI scribes capture risk assessments accurately?

Accuracy varies by platform. DeepCura and Nuance DAX extract risk assessment language and structure it into dedicated note sections with validated instrument scores (PHQ-9, GAD-7, C-SSRS). General-purpose scribes like Freed AI and Heidi Health may capture risk-related language within the narrative but do not typically extract it into structured, prominent risk assessment sections. Given the clinical and legal importance of risk documentation, verify risk assessment capture accuracy during your trial period.

Is ambient listening safe for therapy sessions?

Yes, when the platform is HIPAA compliant with a signed BAA, recordings are deleted after note generation, and data is never used for model training. The key consideration for therapy sessions is that ambient listening captures everything discussed — including sensitive disclosures about trauma, substance use, and self-harm. Ensure the platform segments psychotherapy process notes appropriately and that consent workflows are in place for patients.

What note formats do psychiatric AI scribes support?

Psychiatric AI scribes support varying note formats. DeepCura supports SOAP, DAP, BIRP, psychiatric evaluation, medication management, and custom templates. Mentalyc offers the widest format library with SOAP, DAP, BIRP, GIRP, PIE, SIRP, and 100+ templates. Freed AI and Heidi Health primarily support SOAP with custom formatting. S10.AI offers a moderate template library including psychiatric evaluation formats.

How much does an AI scribe for psychiatry cost?

Pricing ranges from free to enterprise custom. Heidi Health offers a free tier. Mentalyc starts at $19.99/month (40 notes). Freed AI starts at $39/month (Core at $79, Premier at $104). S10.AI costs approximately $99/month. DeepCura is $129/month with unlimited notes and full practice automation. Suki AI starts at $299+/month. Nuance DAX starts at $369/month. For most psychiatric practices, the $99-$129/month range offers the best balance of features and value.

Do AI scribes comply with 42 CFR Part 2?

42 CFR Part 2 governs the confidentiality of substance use disorder treatment records and requires specific patient consent for disclosure beyond standard HIPAA authorizations. AI scribes that are HIPAA compliant with signed BAAs address the foundational privacy requirements. However, practices treating substance use disorders should verify that the scribe platform's data handling, storage, and access controls meet the additional requirements of 42 CFR Part 2 — including how SUD-related content within psychiatric notes is segmented and protected.

Can AI scribes document group therapy sessions?

Limited support exists. DeepCura supports group therapy documentation. Mentalyc supports group therapy notes on its Super plan ($119.99/month) and Team plans only. Most other AI scribes (Freed AI, Heidi Health, Suki AI, S10.AI, Nuance DAX) do not specifically support multi-speaker group therapy documentation, as their ambient listening models are optimized for two-speaker encounters (clinician + patient).

Final Verdict

For psychiatrists and psychiatric practices, the choice comes down to three profiles:

Best overall: DeepCura at $129/month delivers the strongest combination of psychiatric documentation quality (MSE capture, risk assessment, therapy note formats, medication management) and full-platform value (AI receptionist, billing, EHR write-back, unlimited notes). It is the only platform where psychiatric documentation tools come bundled with complete practice automation.

Best budget option for therapists: Mentalyc at $19.99–$69.99/month is the cheapest way to get therapy-specific AI notes with the widest format library (100+ templates). The Alliance Genie therapeutic relationship tracker is a unique differentiator. The tradeoffs — no ambient mode, note caps, limited EHR integration — are acceptable for solo practitioners with light caseloads.

Best for enterprise hospital psychiatry: Nuance DAX Copilot at $369+/month for departments already embedded in the Epic ecosystem or large health systems with enterprise procurement processes.

For a broader look at AI scribes across all specialties, see our Best AI Medical Scribes in 2026 ranking. For clinical AI chat tools that support psychiatric decision-making, see Best ChatGPT for Doctors. And for practices that need phone automation alongside documentation, see our Best AI Medical Receptionist guide.

References

[1] American Psychiatric Association, "Mental Health Disparities: Psychiatrists," APA.org. psychiatry.org

[2] American Psychiatric Association, Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, Text Revision (DSM-5-TR). Washington, DC: American Psychiatric Publishing, 2022. psychiatry.org/psychiatrists/practice/dsm

[3] Posner, K. et al., "The Columbia-Suicide Severity Rating Scale (C-SSRS)," Columbia University. cssrs.columbia.edu

[4] Substance Abuse and Mental Health Services Administration, "42 CFR Part 2 — Confidentiality of Substance Use Disorder Patient Records," SAMHSA. samhsa.gov/about-us/who-we-are/laws-regulations/confidentiality-regulations-42-cfr-part-2

[5] U.S. Department of Health and Human Services, "HIPAA for Professionals," HHS.gov. hhs.gov/hipaa/for-professionals

[6] National Institute of Mental Health, "Mental Health Information — Statistics," NIMH. nimh.nih.gov/health/statistics

[7] DeepCura, "AI Medical Scribe Platform — Ambient Scribing, AI Receptionist, EHR Integration," DeepCura.com. deepcura.com

[8] Mentalyc, "AI-Powered Progress Notes for Therapists," Mentalyc.com. mentalyc.com

[9] American Psychological Association, "Record Keeping Guidelines," APA.org. apa.org/practice/guidelines/record-keeping

[10] Centers for Medicare & Medicaid Services, "Mental Health Parity," CMS.gov. cms.gov/marketplace/private-health-insurance/mental-health-parity

About the Author

FC

Fernando Cowan

Founder & CEO, DeepCura AI  |  Forbes Business Council Member

Fernando is a healthcare technology leader and Forbes Business Council member specializing in AI-driven clinical documentation, practice automation, and EHR integration. He founded DeepCura to help medical practices reduce administrative burden through intelligent automation — combining AI medical scribing, an AI receptionist, billing, and bidirectional EHR write-back into a single platform.