Practice Intelligence
168 patient interactions · Last 30 days · Demo Data
65 of 74 NinoTech components active
Normal
67%
Education completion rate
Broken
38%
Patients at high risk
Score
72
Practice health (Bayesian)
📊 Module Completion Composite Health ScoringZone-Based Progress
🎯 Risk Profile Risk Stratification
n=47 assessed patients
🌐 Language Bilingual System
Toggle usage across all sessions
43% ES usage exceeds 30% bilingual staffing threshold. Forms, signage, and recall should default bilingual.
💡 Misconception Detection Outcome-Mapped ItemsAnchored Reply
Quiz items most frequently missed (n=58 completions)
68%
"Brush immediately after acidic food"→ Add to post-cleaning handout: "Wait 30 min. Rinse with water first."
43%
"Hard bristles clean better"→ Stock soft-bristle samples at checkout. Show ADA recommendation.
31%
"Stop brushing if gums bleed"→ Reframe at hygiene appt: "Bleeding = brush more gently, not less."
22%
"Baby teeth don't matter"→ Activate Children's module on waiting room iPad for parents.
🔥 Risk Factor Clustering Entity × Metric Heatmap
Which risk factors co-occur in your patient population
Smoke
Diab.
No visit
No floss
Bleed
Smoke
12
6
9
8
4
Diab.
6
8
5
4
7
No visit
9
5
14
11
8
No floss
8
4
11
16
10
Bleed
4
7
8
10
13
Highest cluster: No flossing + no visit (11 patients). Second: No visit + smoking (9). Target these combinations for intervention priority.
📅 No-Show Flags Predictive No-Show
Tomorrow's schedule — flagged patients
78%
9:00 AM — Patient #142
2 prior no-shows · Monday slot · no confirmation reply · extraction scheduled
45%
11:30 AM — Patient #089
1 prior cancel · confirmed via text · cleaning only
12%
2:00 PM — Patient #201
0 no-shows · confirmed · regular 6-month recall
💰 Acceptance Forecast Treatment Predictor
Predicted treatment acceptance — upcoming case presentations
91%
Crown #19 — Patient #067
PPO coverage · low anxiety · good reliability · $185 OOP
52%
Bridge #3-5 — Patient #134
HMO · moderate anxiety · $1,200 OOP · payment plan eligible
23%
Implant #14 — Patient #098
Uninsured · high anxiety · $3,800 OOP · 2 prior declines
📈 Sample Patient Journey Journey AccumulatorTimeline
Patient #067 — longitudinal view with intervention markers
Jan 15
Initial visit. Completed brushing module (EN). Risk: Moderate.
Jan 15
Quiz: missed "acidic food" question. Misconception flagged.
Jan 15
Hygienist addressed acidic food myth chairside. Post-visit handout sent.
Feb 8
Completed flossing + gum health modules. Risk: Low. Quiz: 5/5.
Mar 20
6-month recall confirmed. Treatment accepted (Crown #19). Reliability: 91%.
🏥 Care Referral Activity Care Router
"Find Care" taps — what patients are looking for
Illinois Medicaid Dental23
All Kids18
Erie Family Health12
UIC College of Dentistry9
Alivio Medical Center7
Dental Lifeline Network4
73 total taps. 44% of app users explored affordable care. This data is invisible without the platform.
Fix — 6 recommended actions from this data
1. Assign Risk Check as first waiting-room module — 28% completion is too low.
2. Schedule 3-month recall for 18 high-risk patients instead of standard 6-month.
3. Add "wait 30 min after acidic food" to post-cleaning handout — 68% misconception rate.
4. Stock soft-bristle samples at checkout — 43% believe hard cleans better.
5. Verify bilingual staffing for 43% ES-preferring population.
6. Overbook Monday AM slots — Patient #142 has 78% no-show probability.
⚙️ Architecture
Patient layer: Sonrisa PWA runs on phone or waiting room iPad. Bilingual. Offline-capable. Zero patient data stored — no HIPAA burden.
Analytics layer: Anonymized events → Google Sheets → this dashboard. Module completions, risk scores, quiz answers, language toggles, care taps. No names, no IDs.
Scoring engines: Bayesian weighted (practice health), fuzzy membership (hygiene habits), time-decay (appointment reliability), composite (risk stratification).
Cost: $7/year. Google Sheets is free. Apps Script is free. Netlify hosting is free. Cloudflare domain is $7.
Components active: 65 of 74 NinoTech production components. Same infrastructure serving education, legal, civic, healthcare, and 6 other fields.
Sonrisa is a NinoTech proof of concept — the first client deployment demonstrating the full pipeline.
ninotech.us · 74 components · 10 fields · $7/year ·
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