Case Studies

Real results from real practices.

See how clinicians and organisations across specialties and settings are using ClinixSummary to transform documentation workflows, improve billing accuracy and enhance patient care.

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Documentation Time & Encounter Efficiency: A 12-Week Multi-Specialty Study

Setting: Multi-specialty clinic — 18 clinicians Period: 12 weeks

Challenge

Clinicians were spending an average of 16 minutes per encounter on documentation, with an additional 45 minutes of “pajama time” after hours. Patient throughput was limited by documentation bottleneck, and clinician satisfaction scores were declining.

Outcome

After deploying ClinixSummary, average documentation time dropped to 3 minutes per encounter — an 81% reduction. Clinicians reported reclaiming an average of 2.1 hours per day previously spent on documentation. After-hours documentation was virtually eliminated, with 94% of notes completed before the clinician left the exam room.

81%
Documentation time reduction
2.1 hrs
Hours reclaimed per clinician per day
94%
Same-day note completion rate
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Billing Capture Before & After: Primary Care Group Practice

Setting: Primary care group — 8 physicians Period: 6 months (3 months pre, 3 months post)

Challenge

The practice was experiencing significant revenue leakage from missed charges. Manual coding was inconsistent, and clinicians frequently under-coded encounters due to time pressure. An internal audit estimated 12–18% of billable services were going uncaptured.

Outcome

With ClinixSummary’s Billing Assistance module, charge capture improved by 30% in the first month. Over the full 3-month post-deployment period, the practice saw a sustained 26% improvement in charge capture accuracy, translating to an additional $47,000 in monthly revenue across the group.

30%
Charge capture improvement (month 1)
26%
Sustained improvement (3-month avg)
$47K
Additional monthly revenue
payments

Billing Capture Before & After: Emergency Department

Setting: Community hospital ED — 22 physicians Period: 8 months (4 months pre, 4 months post)

Challenge

Emergency department documentation was frequently incomplete, leading to under-coding of critical care time, procedures and supplies. Claim denial rates averaged 14%, and charge capture reviews identified an estimated $180,000 in annual revenue leakage from documentation gaps alone.

Outcome

ClinixSummary’s real-time charge capture identified billable procedures, supplies and critical care time directly from encounter audio. Claim denial rates dropped from 14% to 5.2%, and total charge capture increased by 22%. The ED recovered an estimated $210,000 in previously lost annual revenue.

14% → 5.2%
Claim denial rate reduction
22%
Total charge capture increase
$210K
Annual revenue recovered
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Patient Satisfaction: The Impact of Clinician Presence

Setting: Family medicine practice — 6 clinicians Period: 4 months

Challenge

Patient satisfaction surveys consistently flagged that clinicians spent too much time looking at the computer during consultations. Patients reported feeling “rushed” and “unheard”. The practice’s Press Ganey scores for “time spent with provider” ranked in the 35th percentile.

Outcome

After adopting ClinixSummary’s ambient documentation, clinicians could maintain eye contact and verbalise their clinical reasoning during the encounter. Patient satisfaction scores for “time spent with provider” improved from the 35th to the 78th percentile. 82% of patients reported that their clinician “spent more time talking to them”, and unsolicited positive feedback increased by 40%.

35th → 78th
Patient satisfaction percentile
82%
Patients reporting more clinician engagement
40%
Increase in positive patient feedback
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Multi-Specialty Deployment: Large Health System Rollout

Setting: Regional health system — 4 hospitals, 120+ clinicians Period: 6 months phased rollout

Challenge

The health system needed a single documentation platform that could serve cardiology, orthopaedics, general surgery, internal medicine, paediatrics and psychiatry. Existing solutions required separate configurations per department, creating training burden and inconsistent documentation quality.

Outcome

ClinixSummary’s specialty-tuned models were deployed across all six departments using a phased rollout. Each department required no specialty-specific configuration beyond selecting the appropriate module. Documentation consistency scores (measured by internal QA audits) improved from 68% to 91% across all departments. Clinician adoption reached 89% within 8 weeks, and the system reduced the organisation’s reliance on outsourced transcription by 95%.

68% → 91%
Documentation consistency score
89%
Clinician adoption (8 weeks)
95%
Reduction in outsourced transcription
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Multilingual Practice: Breaking Language Barriers in Documentation

Setting: Urban multispecialty clinic — 12 clinicians, 4 languages Period: 5 months

Challenge

The clinic served a diverse patient population where consultations regularly switched between English, Spanish, French and Arabic. Clinicians were forced to document exclusively in English, losing clinical nuance from non-English portions of encounters. Bilingual staff spent additional time translating and re-documenting.

Outcome

ClinixSummary’s multilingual models processed code-switching naturally, capturing clinical content in whatever language it was spoken and generating structured notes in the clinician’s preferred output language. Documentation accuracy for bilingual encounters improved from 72% to 94%. The clinic eliminated the need for dedicated documentation translators, saving 15 staff hours per week.

72% → 94%
Bilingual documentation accuracy
15 hrs
Staff hours saved per week
4
Languages supported in practice
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Allied Health: Physiotherapy Practice Transformation

Setting: Physiotherapy practice — 5 therapists Period: 3 months

Challenge

Physiotherapists spent 20–25 minutes per patient on documentation, manually recording ROM measurements, functional test scores, treatment plans and progress notes. The documentation burden meant therapists could only see 8–9 patients per day, and notes were often completed hours after the session.

Outcome

ClinixSummary’s allied health module captured ROM, strength grades, functional tests and treatment goals directly from session narration. Documentation time dropped to 4 minutes per patient. Therapists increased patient throughput to 11–12 per day without extending working hours. All notes were completed before the next patient entered the room.

22 min → 4 min
Documentation time per patient
33%
Daily patient throughput increase
100%
Same-session note completion

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