Planmeca
Implementation PlaybookDSO · Group Practice

Planmeca

Step-by-step implementation guide — pre-implementation checklist, onboarding, staff training, go-live runbook, and ROI tracking.

Planmeca — Implementation Playbook (DSO)

Planmeca Diagnostic Imaging AI Implementation Playbook

A Strategic Guide for Dental Support Organizations


1. Executive Summary

What Planmeca Diagnostic Imaging AI Does

Planmeca's AI-powered diagnostic imaging platform integrates advanced machine learning algorithms with its industry-leading CBCT, panoramic, and intraoral imaging hardware to automatically detect anatomical structures, pathologies, and clinical findings. The system provides real-time analysis overlays, automated measurements, and clinical decision support that enhances diagnostic accuracy while reducing interpretation time from minutes to seconds.

Why DSOs Specifically Benefit from Diagnostic Imaging AI

Diagnostic imaging AI delivers compounding returns at scale that single practices cannot capture:

  • Standardization of Clinical Quality: Ensures consistent diagnostic protocols across all 15–50 locations, reducing variability in detection rates and treatment planning regardless of individual provider experience levels
  • Centralized Data Intelligence: Aggregates imaging analytics across your portfolio to identify trends, benchmark performance, and surface operational insights impossible to see at the location level
  • Leverage in Vendor Negotiations: Enterprise deployment creates partnership leverage for pricing, support SLAs, and feature roadmap influence
  • Accelerated Training ROI: Train once, deploy everywhere—your investment in training materials and champion development multiplies across every location
  • Risk Mitigation at Scale: Consistent AI-assisted detection creates defensible documentation standards, reducing malpractice exposure across your entire organization

Expected Timeline: Decision to Full Deployment

Phase Timeline Milestone
Pre-Implementation & Planning Weeks 1–2 Infrastructure audit complete, baseline metrics captured
Wave 1 Pilot (2–3 locations) Weeks 3–6 Pilot validation, lessons learned documented
Wave 2 Expansion (5–8 locations) Weeks 7–12 Scaled deployment validated
Wave 3 Full Deployment (remaining locations) Weeks 13–20 All locations live
Optimization & Stabilization Weeks 21–26 Full ROI measurement capability

Total Timeline: 5–6 months for a 30-location DSO, with faster timelines possible for organizations with mature IT infrastructure and strong change management capabilities.


2. Pre-Implementation Checklist (Weeks 1–2)

Technical Requirements

Hardware Requirements

☐ Verify all imaging equipment is Planmeca-compatible (Planmeca ProMax 3D, Planmeca Viso, or compatible third-party sensors with TWAIN/DICOM compliance) ☐ Confirm workstation specifications at each location meet minimum requirements:

  • Processor: Intel i7 (8th gen+) or AMD Ryzen 7 equivalent
  • RAM: 16GB minimum, 32GB recommended
  • GPU: NVIDIA GTX 1060 or higher (CUDA-enabled required for local processing)
  • Storage: 500GB SSD minimum with expansion capacity
  • Display: 1920x1080 minimum, medical-grade monitors recommended for diagnostic use ☐ Audit server capacity for centralized image storage (estimate 500MB–2GB per CBCT scan)

Network Requirements

☐ Minimum 100 Mbps dedicated bandwidth per location for cloud processing ⚠️ Common failure point: Shared networks with patient WiFi cause latency issues ☐ Verify firewall configurations allow outbound connections to Planmeca cloud endpoints ☐ Confirm VPN or secure tunnel capability for centralized management access ☐ Test network latency to Planmeca servers (<100ms recommended)

Software Requirements

☐ Planmeca Romexis software version 6.0 or higher at all locations ☐ Windows 10/11 Professional (LTSC builds not recommended) ☐ Current antivirus with Planmeca executable exclusions configured ☐ .NET Framework 4.8 or higher installed

Integration Requirements

☐ Document current PMS at each location (Dentrix, Eaglesoft, Open Dental, other) ☐ Verify PMS versions support Planmeca bridge integration ☐ Confirm imaging PACs/archive system compatibility (if using third-party storage) ☐ Identify any custom integrations that may conflict


Vendor Onboarding Steps 🔵

Step Action Owner Timeline
1 Execute enterprise Master Services Agreement (MSA) Legal/CDO Day 1–3 🟣
2 Complete Business Associate Agreement (BAA) Compliance Day 1–3
3 Establish dedicated Enterprise Account Manager contact Vendor Relations Day 3 🔵
4 Schedule technical kickoff call with Planmeca implementation team IT Director Day 4–5 🔵
5 Obtain enterprise license keys and deployment credentials IT Director Day 5–7 🔵
6 Confirm support tier and escalation contacts Operations Day 5–7 🔵
7 Receive access to Planmeca partner training portal Training Lead Day 7 🔵

Key Vendor Contacts to Establish

  • Enterprise Account Manager (commercial relationship)
  • Technical Implementation Specialist (deployment support)
  • Clinical Applications Specialist (training and workflow optimization)
  • Tier 2 Technical Support Lead (escalation path)
  • Customer Success Manager (ongoing relationship)

Data/Access Prerequisites

☐ Create centralized admin account with enterprise-wide visibility ☐ Establish location-level admin accounts with appropriate permissions ☐ Obtain API credentials for PMS integrations (per system) ☐ 🔵 Request Planmeca cloud tenant provisioning for your organization ☐ Document current imaging archive structure and access credentials at each location ☐ Export historical imaging data inventory (volume, date ranges, file types per location) ☐ Verify DICOM compliance of historical images for potential AI retrospective analysis


Enterprise-Level Requirements

Network Standards Across Locations

☐ 🟣 Decide: Centralized cloud processing vs. edge processing at each location

  • Recommendation: Hybrid model—cloud for CBCT AI analysis (higher compute), local for intraoral (lower latency) ☐ Establish minimum network SLAs for all locations (document exceptions and remediation plans) ☐ Standardize firewall rules and port configurations in central IT documentation

Centralized vs. Location-Level Hosting Decision 🟣

Model Pros Cons Recommendation
Fully Centralized Single point of management, consistent updates Latency concerns, single point of failure Best for <20 locations with strong connectivity
Hybrid Balances control with performance More complex architecture Recommended for 15–50 location DSOs
Fully Distributed Best performance, location resilience Management overhead, version drift risk Only if network infrastructure is poor

Identity & Access Management

☐ 🟣 Decide: SSO integration (SAML 2.0/OAuth) vs. standalone authentication

  • Recommendation: SSO integration with your existing identity provider reduces credential management burden ☐ Define role-based access control (RBAC) structure:
  • Enterprise Admin (central IT, 2–3 individuals)
  • Regional Manager (read-only analytics, user management for region)
  • Location Admin (Office Manager, local configuration)
  • Clinical User (Providers, standard diagnostic access)
  • Limited User (Hygienists, view-only where applicable) ☐ Establish centralized credentialing process for provider onboarding/offboarding ☐ Document license management process (how licenses move when staff transfers between locations)

Internal Stakeholder Alignment

Stakeholder Alignment Map

Stakeholder Role in Implementation What They Need Communication Frequency
Board/Investors Approval of capital expenditure, strategic alignment ROI projections, competitive positioning, risk mitigation Monthly summary updates 🟣
CEO Executive sponsorship, resource allocation Timeline, budget, strategic narrative Bi-weekly briefings 🟣
CDO Clinical protocol approval, provider champion Clinical workflow impact, quality metrics, liability considerations Weekly during implementation 🟣
VP Operations Operational execution, location coordination Detailed playbook, resource requirements, timeline Owns implementation—daily involvement
CFO Budget approval, ROI tracking Cost breakdown, measurement framework, vendor terms Monthly financial reviews 🟣
CIO/IT Director Technical implementation, security compliance Technical specifications, integration requirements, support model Daily during technical phases
Regional Managers Location coordination, staff management Location-specific timelines, training requirements, escalation paths Weekly during their region's wave
Office Managers Local execution, staff scheduling Day-to-day playbook, training schedules, go-live checklists Daily during location rollout
Lead Providers Clinical adoption, peer influence Clinical value proposition, workflow changes, override protocols Weekly during training, as-needed after

Approval Requirements by Decision Type

Decision Type Approval Required Timeline to Obtain
Vendor contract execution CEO + CFO + Legal 1–2 weeks
Capital expenditure (hardware) CFO + Board (if >threshold) 2–4 weeks
Clinical protocol changes CDO 1 week
Data sharing/BAA Compliance + Legal 1 week
Rollout timeline and wave structure VP Operations + CEO 1 week
Location selection for Wave 1 VP Operations + Regional Managers 3–5 days

Baseline Metrics to Capture ⚠️

Failure to capture baseline metrics is the #1 reason DSOs cannot demonstrate ROI. This step is non-negotiable.

Standardized Metric Definitions (Apply Uniformly Across All Locations)

Metric Definition Data Source How to Calculate
Case Acceptance Rate % of diagnosed conditions that proceed to treatment PMS treatment plans (Accepted treatment $ ÷ Presented treatment $) × 100
Average Diagnosis Time Time from image capture to documented diagnosis Timestamp analysis Image capture timestamp to treatment plan creation timestamp
Radiographic Findings per Exam Number of documented findings per imaging session Clinical notes Manual chart audit (sample 50 exams per location)
Claim Denial Rate (Imaging) % of imaging-related claims denied on first submission Billing system Denied imaging claims ÷ Total imaging claims submitted
Retake Rate % of images that require retaking Imaging system logs Retaken images ÷ Total images captured
CBCT Utilization Rate % of eligible cases receiving CBCT PMS + Imaging logs CBCT scans ÷ Eligible case types (implant consults, endo, perio)
Secondary Findings Detection Rate % of exams with incidental findings documented Clinical notes Chart audit—exams with documented incidental findings ÷ Total exams

Data Collection Protocol

☐ Pull 90 days of historical data from each location (minimum) ☐ Standardize data extraction queries/reports across all PMS systems ☐ Create centralized baseline database with location identifiers ☐ Calculate location-level metrics and portfolio-wide benchmarks ☐ Identify outlier locations for investigation (may indicate data quality issues) ☐ Document any locations with incomplete data and establish collection plans

Cross-Location Comparison Framework

Create a baseline scorecard per location:

Location Case Accept % Avg Dx Time Findings/Exam Denial Rate Retake Rate CBCT Util %
Loc 001 ___ ___ ___ ___ ___ ___
Loc 002 ___ ___ ___ ___ ___ ___
Portfolio Avg ___ ___ ___ ___ ___ ___
Top Quartile ___ ___ ___ ___ ___ ___

This framework enables post-implementation comparison and identification of which locations gain the most value.


3. Location Readiness Assessment

Scoring Framework

Rate each location on the following factors using a 1–5 scale:

Factor 1: IT Infrastructure Maturity

Score Criteria
1 Network <25 Mbps, hardware >5 years old, PMS version unsupported
2 Network 25–50 Mbps, hardware 4–5 years old, PMS version outdated but functional
3 Network 50–100 Mbps, hardware 2–3 years old, PMS current version
4 Network 100+ Mbps, hardware <2 years old, PMS current, previous successful tech implementations
5 Network 200+ Mbps dedicated, latest hardware, current PMS with API experience, centralized IT support on-site

Factor 2: Staff Tenure and Adaptability

Score Criteria
1 >40% annual turnover, no previous tech implementations, reported resistance to change
2 25–40% turnover, one failed tech implementation, mixed technology comfort
3 15–25% turnover, successful tech implementations with external support, average adaptability
4 10–15% turnover, multiple successful tech implementations, proactive about learning
5 <10% turnover, staff-driven technology adoption, culture of continuous improvement

Factor 3: Patient Volume Impact

Score Criteria Risk/Reward Assessment
1 <50 patients/week Low impact, low risk—minimal learning opportunity
2 50–100 patients/week Moderate impact, low risk
3 100–150 patients/week Good balance of impact and manageable risk
4 150–200 patients/week High impact, moderate risk—strong pilot candidate
5 >200 patients/week Highest impact but highest risk—not recommended for Wave 1

Note: For Wave 1 pilot selection, scores of 3–4 are optimal. Very high volume locations (5) should be Wave 2 or later.

Factor 4: Existing Tech Stack Compatibility

Score Criteria
1 Non-standard PMS, proprietary imaging system, multiple legacy integrations
2 Major PMS but old version, some Planmeca hardware but older models
3 Standard PMS (Dentrix/Eaglesoft/Open Dental), mixed imaging hardware, basic integrations working
4 Standard PMS current version, majority Planmeca hardware, proven integration track record
5 Standard PMS with API, full Planmeca imaging suite, seamless existing integrations

Factor 5: Local Champion Availability

Score Criteria
1 No identified champion, Office Manager overwhelmed, providers resistant
2 Potential champion identified but not confirmed, limited bandwidth
3 Champion identified and willing, limited prior training/leadership experience
4 Strong champion identified, previous training experience, respected by team
5 Natural leader identified, technology advocate, previous successful implementation leadership, dedicated time allocated

Composite Readiness Score Calculation

Factor Weight Rationale
IT Infrastructure 25% Technical foundation is prerequisite
Staff Adaptability 25% People factors determine adoption
Patient Volume 15% Balances learning opportunity with risk
Tech Stack Compatibility 20% Reduces integration complexity
Local Champion 15% Accelerates local adoption

Composite Score = (IT × 0.25) + (Staff × 0.25) + (Volume × 0.15) + (TechStack × 0.20) + (Champion × 0.15)

Location Readiness Assessment Template

Location IT (1–5) Staff (1–5) Volume (1–5) TechStack (1–5) Champion (1–5) Composite Wave
Loc 001 ___ ___ ___ ___ ___ ___ ___
Loc 002 ___ ___ ___ ___ ___ ___ ___

Wave Assignment Criteria

Composite Score Wave Assignment Rationale
4.0–5.0 Wave 1 (Pilot) Highest readiness, lower risk of failure, best learning environment
3.0–3.9 Wave 2 Good readiness, benefit from Wave 1 learnings
2.5–2.9 Wave 3 Address readiness gaps identified in scoring before rollout
<2.5 Remediation Required Do not schedule until specific factors improved

Wave 1 Selection Refinement

Beyond composite score, Wave 1 pilot locations should also meet these criteria: ☐ Geographic diversity (if relevant to your operations—different regions may have different challenges) ☐ Representative specialty mix (at least one general, one specialty if applicable) ☐ Different PMS systems represented (if your portfolio has variation) ☐ Regional manager who is supportive and available ☐ Not undergoing other major changes (renovation, leadership transition, etc.)


4. Rollout Strategy

Overview

Wave # Locations Timeline Purpose
Wave 1 (Pilot) 2–3 Weeks 3–6 Validate integration, training model, workflow; capture lessons
Wave 2 (Expansion) 5–8 Weeks 7–12 Scale validated approach, stress-test support model
Wave 3 (Full Deployment) Remaining Weeks 13–20 Efficient execution of proven playbook

Wave 1: Pilot Phase (Weeks 3–6)

Selection Criteria for Wave 1 Locations: ☐ Composite readiness score ≥4.0 ☐ Patient volume score of 3–4 (meaningful throughput without overwhelming risk) ☐ Enthusiastic and capable local champion confirmed ☐ Office Manager tenure >1 year ☐ No major competing initiatives during pilot period ☐ Regional Manager willing to provide extra oversight ☐ 🟣 Geographic accessibility for in-person support visits (recommended for at least one pilot location)

Wave 1 Timeline:

Week Activities
Week 3 🔵 Technical installation and configuration; integration testing
Week 4 Champion training; staff training; parallel workflow testing
Week 5 Go-live; intensive support; daily check-ins
Week 6 Stabilization; lessons learned documentation; Wave 2 refinement

Wave 1 Success Metrics (Required for Go/No-Go Decision):

  • ≥90% of imaging sessions using AI assist by end of week 2
  • Zero critical integration failures lasting >4 hours
  • ≥80% staff confidence rating (pulse survey)
  • No patient complaints attributable to AI workflow
  • Documented workflow adjustments captured and incorporated

Wave 2: Expansion Phase (Weeks 7–12)

Selection Criteria for Wave 2 Locations: ☐ Composite readiness score ≥3.0 ☐ No critical blockers identified in IT or Tech Stack factors ☐ Champion identified (may have lower experience than Wave 1) ☐ Can accommodate training schedule within timeline

Wave 2 Timeline:

Week Activities
Week 7 Pre-work validation; champion training (train-the-trainer) for Wave 2
Week 8–9 Staggered installations (2–3 locations per week) 🔵
Week 10 Staff training delivery by local champions
Week 11 Staggered go-lives (2–3 locations per week)
Week 12 Stabilization; Wave 3 preparation

Wave 2 Adjustments Based on Wave 1 Learnings:

  • Updated training materials based on common questions
  • Refined troubleshooting guides based on actual issues
  • Adjusted configuration templates based on provider feedback
  • Updated timeline estimates based on actual durations

Wave 3: Full Deployment (Weeks 13–20)

Wave 3 Approach:

  • Deploy remaining locations in batches of 3–5 per week
  • Champions from Wave 1 and 2 available as peer mentors
  • Templated approach with minimal customization
  • Central team shifts from hands-on support to escalation-only

Wave 3 Considerations for Lower-Readiness Locations: ☐ Pre-wave remediation activities (infrastructure upgrades, additional champion training) ☐ Extended parallel run period if staff adaptability score <3 ☐ On-site support for first 2 days of go-live if champion score <3 ☐ Weekly (vs. daily) check-ins may extend to 2 weeks for struggling locations


Go/No-Go Criteria Between Waves

Advancing from Wave 1 to Wave 2 🟣

Criterion Threshold Evidence Required
Technical Stability Zero unresolved critical issues Issue log review
Workflow Integration Documented workflow operating as designed Champion sign-off
Staff Adoption ≥80% staff reporting comfort with new workflow Pulse survey results
Clinical Acceptance Provider feedback neutral or positive Provider interview or survey
Support Model Vendor support responsiveness meeting SLA Ticket response time analysis
Lessons Captured Wave 1 retrospective completed Documentation

Decision Meeting: VP Operations + CDO + IT Director + Regional Managers involved in Wave 1

Advancing from Wave 2 to Wave 3 🟣

Criterion Threshold Evidence Required
Technical Stability Critical issues resolved within 24 hours Issue log analysis
Train-the-Trainer Model ≥90% of Wave 2 training delivered by champions Training records
Workflow Consistency Consistent workflow across Wave 1 and 2 locations Workflow audit
Support Model Scaled Vendor and internal support handled volume Ticket volume and resolution metrics
Measurable Early Indicators At least one leading indicator trending positive Metrics dashboard

Rollback Plan ⚠️

Critical for protecting patient care and organizational reputation if a wave encounters significant issues.

Rollback Triggers

Trigger Response Decision Maker
Patient safety concern Immediate local rollback + investigation CDO + VP Operations
Critical integration failure affecting patient data Pause wave, assess scope IT Director + VP Operations
>50% of locations in a wave reporting critical issues Pause wave, vendor escalation VP Operations + CIO
Provider refusal to use system at ≥2 locations Pause affected locations, investigate CDO

Rollback Procedure

  1. Communicate immediately to affected location(s) that parallel workflow should resume
  2. Document the specific issue(s) prompting rollback
  3. Notify vendor and engage escalation support 🔵
  4. Brief leadership within 24 hours (VP Operations, CDO, CEO as appropriate) 🟣
  5. Establish remediation plan with vendor and internal team
  6. Set criteria for re-engagement (what needs to be true before resuming)
  7. Communicate timeline to affected locations

Isolation Principle

Rollback at one location should NOT automatically trigger rollback at other locations unless:

  • The issue is systemic (affecting the central platform)
  • The issue is likely to occur at other locations due to shared configuration

5. Configuration & Integration (Weeks 2–3)

Step-by-Step Integration: Practice Management Systems

Dentrix Integration

Step Action Owner Est. Time
1 Verify Dentrix version (18.0+ required) Location IT/Office Manager 15 min
2 Install Planmeca Bridge module from Dentrix App Center Central IT 🔵 30 min
3 Configure patient demographic sync (Name, DOB, Chart #) Central IT 30 min
4 Map procedure codes between Dentrix and Romexis Clinical Lead 1 hour
5 Test patient sync with 5–10 test patients Local Champion 1 hour
6 Configure automatic image attachment to patient record Central IT 30 min
7 Validate clinical notes integration (if applicable) Clinical Lead 30 min
8 ⚠️ Test in production with real patient (non-destructive test) Local Champion 30 min

Eaglesoft Integration

Step Action Owner Est. Time
1 Verify Eaglesoft version (21.0+ required) Location IT/Office Manager 15 min
2 Install Planmeca Romexis TWAIN bridge Central IT 🔵 45 min
3 Configure Eaglesoft > Imaging > External Imaging setup Central IT 30 min
4 Map patient identifiers (Account #, Chart #) Central IT 30 min
5 Test patient launch from Eaglesoft chart Local Champion 45 min
6 Configure image storage location (network path) Central IT 30 min
7 ⚠️ Validate image appears in patient chart post-capture Local Champion 30 min

Open Dental Integration

Step Action Owner Est. Time
1 Verify Open Dental version (21.1+ required) Location IT/Office Manager 15 min
2 Configure Open Dental > Setup > Imaging Devices Central IT 30 min
3 🔵 Obtain Planmeca bridge configuration file from vendor Central IT Varies
4 Configure bridge executable path and parameters Central IT 45 min
5 Test patient context launch Local Champion 30 min
6 Configure automatic image import path Central IT 30 min
7 Validate complete round-trip workflow Local Champion 45 min

Imaging System Integration

Planmeca Hardware Configuration (Romexis)

Step Action Owner Est. Time
1 🔵 Update Romexis to version 6.4.2+ (AI module compatible) Planmeca Tech 2 hours
2 🔵 Install AI Analysis module license Planmeca Tech 30 min
3 Configure image acquisition defaults per modality Clinical Lead + Planmeca 1 hour
4 Enable AI auto-analysis on image capture Central IT 15 min
5 Configure AI finding sensitivity thresholds CDO/Clinical Lead 🟣 1 hour
6 Set up AI report templates (what findings appear, format) Clinical Lead 2 hours
7 Configure cloud sync for centralized analytics Central IT 1 hour
8 Test complete imaging workflow (capture > AI analysis > PMS record) Local Champion 1 hour

Third-Party Sensor/CBCT Integration

If locations have non-Planmeca imaging hardware:

☐ Verify DICOM compliance of third-party equipment ☐ 🔵 Confirm Planmeca AI supports the specific manufacturer/model ☐ Configure DICOM routing to Romexis ☐ ⚠️ Test AI analysis accuracy with third-party images (may have reduced feature set) ☐ Document any limitations for affected locations


Test Environment Setup

☐ 🔵 Request Planmeca provision a dedicated test tenant ☐ Populate with de-identified test patient data (minimum 100 records) ☐ Include representative images across modalities (PA, BW, Pano, CBCT) ☐ Configure test environment to mirror production settings ☐ Grant access to central IT team and Wave 1 champions

Validation Checklist (Execute in Test, Repeat in Production)

Test Expected Result Pass/Fail
Patient demographic sync Patient appears correctly in Romexis
Image capture triggers AI AI analysis appears within 30 seconds
AI findings overlay display Findings visible on image with clickable regions
Findings report generation PDF/structured report generated on demand
Report attaches to PMS Report accessible from patient chart
Multiple image series Workflow handles FMX, BWX, Pano sequentially
CBCT analysis 3D AI analysis completes within 5 minutes
User permissions Different user roles see appropriate features
Concurrent users System handles multiple simultaneous sessions

Data Migration / Historical Image Ingestion

Optional but high-value for retrospective analysis and AI training

Historical Image Assessment

☐ Inventory total historical images by location and modality ☐ Assess image format compatibility (DICOM, JPEG, proprietary) ☐ Estimate storage requirements for centralized ingestion ☐ 🟣 Decide: Full historical ingestion vs. forward-only vs. selective (recent 2 years)

  • Recommendation: Forward-only for initial deployment; historical ingestion as Phase 2 project

If Proceeding with Historical Ingestion

☐ 🔵 Engage Planmeca data services team for migration support ☐ Export images in DICOM format where possible ☐ Map historical patient IDs to current PMS identifiers ☐ Execute batch import during off-hours ☐ Validate import accuracy (sample 5% of records) ☐ ⚠️ Do not delete source data until validation complete


Security and HIPAA Compliance Verification

Enterprise-Level HIPAA Checklist

Requirement Verification Owner Status
Business Associate Agreement (BAA) executed Document on file Legal
Data encryption at rest (AES-256) 🔵 Vendor confirmation IT/Compliance
Data encryption in transit (TLS 1.2+) 🔵 Vendor confirmation IT/Compliance
Access logging enabled Configuration verification IT
Audit log retention (6 years) 🔵 Vendor policy confirmation Compliance
Data residency (US-based servers) 🔵 Vendor confirmation Compliance
Breach notification procedures Documented in BAA Legal/Compliance
User access termination process Documented procedure IT/HR
Minimum necessary access configured RBAC review IT
Risk assessment completed Internal documentation Compliance

Access Control Verification

☐ Verify terminated employee accounts are deactivated within 24 hours ☐ Confirm provider NPI/license validation in credentialing workflow ☐ Test that role restrictions function as configured (e.g., front desk cannot modify AI settings) ☐ Document access review schedule (quarterly recommended)


Configuration Standardization

Settings to Standardize Centrally

Setting Recommended Standard Rationale
AI detection sensitivity Medium (default) Balance of sensitivity/specificity; adjust only with CDO approval
Findings display format Overlay + sidebar Consistent provider experience
Report template Enterprise standard template Consistent documentation
Auto-analysis trigger On image capture Immediate workflow integration
Cloud sync Enabled Required for centralized analytics
User timeout 15 minutes Security standard
Image retention Per enterprise policy Compliance consistency

Settings Allowing Location Discretion

Setting Why Variable Guardrails
Provider-specific finding display preferences Individual workflow comfort Must not disable AI entirely
Report generation timing (immediate vs. end of exam) Workflow variation Either option acceptable
Additional finding categories (specialty-specific) Case mix differences Additions only, not removals
Alert thresholds for specific conditions Provider expertise variation Minimum thresholds maintained

6. Team Training Plan

Train-the-Trainer Model

Overview

Rather than centralizing all training, DSOs achieve faster deployment and better local adoption by certifying Location Champions to deliver training to their teams.

Champion Responsibilities:

  • Complete comprehensive train-the-trainer certification
  • Deliver role-specific training to all location staff
  • Serve as first-line support for workflow questions
  • Collect and escalate feedback to regional/central team
  • Lead go-live day at their location
  • Track training completion for their staff

Champion Selection Criteria

☐ Tenure at location ≥12 months ☐ Respected by both clinical and administrative team ☐ Demonstrated technology aptitude (not necessarily expertise) ☐ Willingness to dedicate time to implementation (estimate 10–15 hours during rollout) ☐ Available for 2-hour train-the-trainer session ☐ Able to attend office during go-live week (no PTO) ☐ Ideally: provider OR Office Manager (credibility with different audiences)

Champion Certification Process

Step Activity Duration Format
1 Complete Planmeca online learning modules 2 hours Self-paced 🔵
2 Attend live train-the-trainer webinar 2 hours Virtual 🔵
3 Practice teaching back core modules 1 hour Peer practice
4 Pass certification quiz (80% threshold) 30 min Online 🔵
5 Receive trainer materials and presentation deck Central team

Standardized Training Materials (Centrally Developed)

Central team creates, Champions deliver locally:

Materials Package per Role

Providers (Dentists, Specialists):

  • Training presentation deck (30 slides, 45-minute delivery)
  • Clinical workflow video walkthrough (10 minutes)
  • AI interpretation guide (how to read AI findings, confidence indicators)
  • Override protocol documentation (when and how to disagree with AI)
  • Day 1 cheat sheet (see below)

Hygienists:

  • Training presentation deck (15 slides, 20-minute delivery)
  • Hygienist touchpoint quick reference
  • Patient communication script if they discuss images
  • Day 1 cheat sheet

Front Desk / Office Manager:

  • Training presentation deck (20 slides, 30-minute delivery)
  • Administrative function guide (reporting, user management basics)
  • Troubleshooting tier 1 guide
  • Patient communication scripts
  • Day 1 cheat sheet

Billing/Insurance Staff:

  • Training presentation deck (10 slides, 15-minute delivery)
  • Documentation requirements for AI-assisted diagnosis
  • Code selection guidance (if AI impacts CDT code selection)
  • Day 1 cheat sheet

Role-Specific Training Outlines (For Champion Delivery)

Providers (Dentists/Specialists) — 45 Minutes

Module 1: What Planmeca AI Does (10 min)

  • Overview of AI detection capabilities (caries, bone loss, periapical pathology, anatomical landmarks)
  • How AI complements (not replaces) clinical judgment
  • Accuracy and confidence indicators explained

Module 2: Workflow Integration (15 min)

  • Step-by-step: Patient seated → Image captured → AI analysis appears
  • Reviewing AI findings on-screen
  • Accepting, modifying, or overriding AI suggestions
  • Documenting your clinical decision

Module 3: AI Interpretation Deep Dive (15 min)

  • Reading confidence scores
  • Understanding false positives and negatives
  • When AI is most/least reliable
  • Cases that require extra scrutiny

Module 4: Documentation and Liability (5 min)

  • AI as clinical decision support, not autonomous diagnosis
  • Documentation standards for AI-assisted findings
  • Compliance with standard of care

Common Resistance Points & Responses:

Resistance Response
"This will slow me down" Initial learning curve, but studies show 30% faster image review after 2 weeks
"I don't trust AI to diagnose" AI doesn't diagnose—you do. It highlights areas for your review.
"What about liability?" AI documentation supports your clinical decision-making. Override is always available and documented.
"My clinical skills are being replaced" AI catches what you might see, plus occasional findings humans miss. Your expertise interprets and treatment plans.

Hygienists — 20 Minutes

Module 1: AI in Your Workflow (10 min)

  • When you'll see AI analysis (if acquiring images)
  • What to communicate to the provider
  • What NOT to communicate to patients (avoid diagnosing)

Module 2: Patient Communication (10 min)

  • How to explain "the computer helps the doctor review your x-rays"
  • Handling patient questions about AI
  • When to defer to the provider

Common Resistance Points & Responses:

Resistance Response
"This isn't my job" Your workflow doesn't change significantly. Awareness helps the whole team.
"Patients will ask me questions" We'll give you scripts for common questions. Complex questions go to the provider.

Front Desk / Office Manager — 30 Minutes

Module 1: Understanding the Technology (10 min)

  • What the system does (high level)
  • How it appears in the patient workflow
  • What staff and patients will experience

Module 2: Administrative Functions (15 min)

  • Accessing reports and usage dashboards
  • Managing user accounts (if applicable)
  • Basic troubleshooting (restart procedures, who to call)

Module 3: Patient Communication (5 min)

  • Front desk scripts for patient questions
  • Scheduling considerations (imaging appointments unchanged)

Common Resistance Points & Responses:

Resistance Response
"More technology to manage" Day-to-day, it runs automatically. Admin is minimal.
"What if it breaks during a busy day?" Rollback to manual workflow is simple. It's adding a layer, not replacing the core process.

Billing/Insurance Staff — 15 Minutes

Module 1: Documentation Impact (10 min)

  • How AI findings appear in clinical notes
  • What documentation supports claims
  • Any changes to imaging CDT codes (typically none)

Module 2: Claim Considerations (5 min)

  • AI-assisted diagnosis doesn't change coding
  • Documentation best practices for AI-supported treatment plans

Training Completion Tracking

Central Training Dashboard

Location Champion Certified Providers Complete Hygienists Complete Front Desk Complete Billing Complete Ready for Go-Live
Loc 001 / / / /
Loc 002 / / / /

Training Completion Requirements

  • Providers: 100% completion required before location go-live
  • Hygienists: 100% completion required before location go-live
  • Front Desk: 100% completion required before location go-live
  • Billing: Best effort; can complete within first week post-go-live

☐ Champion submits training completion attestation to Regional Manager ☐ Regional Manager verifies and updates central dashboard ☐ Central team confirms readiness before approving go-live date


Day 1 Cheat Sheets (Single Page Each)

Provider Day 1 Cheat Sheet

╔══════════════════════════════════════════════════════════════════╗
║           PLANMECA AI — PROVIDER QUICK REFERENCE                 ║
╠══════════════════════════════════════════════════════════════════╣
║ VIEWING AI FINDINGS                                              ║
║ • Findings appear automatically after image capture              ║
║ • Click any highlighted area to see detail                       ║
║ • Color coding: RED=High confidence | YELLOW=Moderate | BLUE=Low ║
║                                                                  ║
║ ACCEPTING/MODIFYING FINDINGS                                     ║
║ • Click finding → "Accept" to confirm                            ║
║ • Click finding → "Modify" to adjust                             ║
║ • Click finding → "Dismiss" if false positive                    ║
║                                                                  ║
║ IMPORTANT REMINDERS                                              ║
║ • AI is decision SUPPORT, not decision MAKER                     ║
║ • Your clinical judgment always takes precedence                 ║
║ • Document your clinical reasoning, especially if overriding     ║
║                                                                  ║
║ HELP DESK                                                        ║
║ • First: Ask your Location Champion [NAME, EXTENSION]            ║
║ • Second: Call IT support [NUMBER]                               ║
║ • Emergency: Vendor support [NUMBER]                             ║
╚══════════════════════════════════════════════════════════════════╝

Hygienist Day 1 Cheat Sheet

╔══════════════════════════════════════════════════════════════════╗
║           PLANMECA AI — HYGIENIST QUICK REFERENCE                ║
╠══════════════════════════════════════════════════════════════════╣
║ YOUR WORKFLOW                                                    ║
║ • Acquire images as usual—AI runs automatically                  ║
║ • You'll see AI overlays appear—no action required from you      ║
║ • Provider will review AI findings during exam                   ║
║                                                                  ║
║ PATIENT QUESTIONS — SAY THIS:                                    ║
║ "Our imaging system has technology that helps the doctor         ║
║ review your x-rays more thoroughly. They'll discuss anything     ║
║ important with you during your exam."                            ║
║                                                                  ║
║ DO NOT:                                                          ║
║ • Interpret AI findings for patients                             ║
║ • Indicate whether AI "found something"                          ║
║                                                                  ║
║ SOMETHING WRONG?                                                 ║
║ • Images not capturing: Restart Romexis software                 ║
║ • AI not appearing: Continue as normal, notify Champion          ║
║                                                                  ║
║ CHAMPION: [NAME, EXTENSION]                                      ║
╚══════════════════════════════════════════════════════════════════╝

(Similar cheat sheets for Front Desk and Billing, tailored to their workflows)


Ongoing Training Cadence

New Hire Training

When What Who Delivers Duration
Day 1 Include in orientation: Planmeca AI overview Office Manager 15 min
Week 1 Complete role-specific training module Location Champion Per role
Week 1 Supervised use of system Champion or peer Ongoing
Week 2 Competency verification Champion 15 min

Quarterly Refreshers

  • 15-minute video update on any new features or workflow changes
  • Distributed by central team, tracked by champions
  • Required viewing with attestation

Annual Retraining

  • All staff complete updated training module annually
  • Incorporates lessons learned, best practices, updates
  • Tracked in training dashboard

7. Change Management

Executive Sponsor Communication Plan

Board/Investor Updates 🟣

Frequency Content Format Owner
Monthly (during implementation) Rollout status, locations live, early indicators Email summary + dashboard link VP Operations
Quarterly Full progress report, ROI tracking, strategic narrative Board deck (5 slides) CEO + VP Operations
Ad hoc Material issues or acceleration opportunities Direct communication CEO

Key Messages for Board/Investors:

  • AI investment positions the organization for competitive advantage in diagnostics
  • Standardized detection improves clinical quality and reduces variation
  • Data aggregation enables portfolio-level insights unavailable to independent practices
  • Early indicators suggest [X% improvement in Y metric]

CEO/C-Suite Updates 🟣

Frequency Content Format
Bi-weekly Wave progress, blockers, resource needs Standup meeting (15 min)
Weekly (during go-live weeks) Daily status as needed Slack/email update
Monthly Consolidated progress report Written summary

Regional Manager Briefing Guide

Use this template to cascade rollout information to regional managers.

Pre-Wave Briefing Agenda (30 minutes)

  1. Overview: Which locations in this wave, timeline (5 min)
  2. Location Readiness: Summary of readiness scores, any concerns (5 min)
  3. Your Role: What Regional Manager needs to do before, during, after go-live (10 min)
  4. Resources: Champion contacts, support escalation, training materials (5 min)
  5. Q&A (5 min)

Regional Manager Responsibilities

Phase Responsibility
Pre-Wave Confirm champion readiness; ensure Office Manager aware of timeline
During Rollout Available for escalation; conduct daily check-in with champions in wave
Go-Live Week Physically visit at least one location (if practical); available by phone
Post-Launch Weekly review of location metrics; address adoption issues

Escalation Authority

Regional Managers have authority to:

  • Delay a location's go-live by up to 1 week for readiness issues
  • Approve local workflow variations within guardrails
  • Request additional support resources for struggling locations

Regional Managers must escalate to VP Operations:

  • Requests to skip or indefinitely delay a location
  • Provider resistance requiring CDO involvement
  • Resource requests exceeding budget

Multi-Location Staff Resistance Framework

Anticipating Resistance Patterns

Resistance Type Common Manifestation Likely Locations Intervention
Fear of Job Loss "Will AI replace me?" Lower-tenure staff Clear messaging: AI augments, doesn't replace
Clinical Skepticism "AI can't diagnose like I can" Experienced providers Emphasize decision support; share validation data
Workflow Disruption "This will slow me down" High-volume locations Focus on efficiency gains after learning curve
Technology Anxiety "I'm not good with computers" Older staff, high-turnover locations Extra training time; peer buddy system
Change Fatigue "Another new system" Locations with recent changes Acknowledge fatigue; emphasize stability post-implementation

Intervention Toolkit

For Individual Resistance:

  1. Champion has 1:1 conversation to understand specific concerns
  2. Address concerns with tailored information (provide talking points to champions)
  3. If unresolved, Regional Manager conversation
  4. For providers: CDO peer conversation if needed

For Location-Wide Resistance:

  1. Office Manager and Champion assess root cause
  2. Regional Manager visit to reinforce commitment and address concerns
  3. Consider delaying go-live until addressed (not indefinitely)
  4. Document learnings for other locations

⚠️ Warning Signs of Systemic Resistance:

  • Champion resignation or disengagement
  • Office Manager actively or passively undermining
  • Multiple providers at same location expressing concerns
  • Staff turnover spike during rollout period

Internal Marketing

Naming the Initiative

Create a simple, memorable name for the rollout. Suggestions:

  • "Clarity Initiative" (emphasizes diagnostic clarity)
  • "See More" (simple, describes the value)
  • "[DSO Name] AI Imaging Upgrade" (direct)

Why It Matters: A named initiative creates shared identity, easier reference in communications, and sense of progress.

Creating Momentum

Tactic When Owner
Kickoff announcement from CEO Week 1 CEO
Champion spotlight in internal newsletter Monthly Marketing/Comms
"Go-live day" celebration (small) Each go-live Office Manager
Metrics milestones shared Monthly VP Operations
Provider testimonial video After Wave 1 Marketing/Comms

Celebrating Milestones

Milestone Celebration Communication
Wave 1 complete Lunch/gift cards for pilot location staff Company-wide announcement
50% locations live Mid-point celebration CEO video message
100% locations live Full completion recognition All-hands meeting mention; bonuses for champions
First ROI results Share data widely Board update; staff communication

8. Go-Live Day Runbook

Standardized Go-Live Checklist (Every Location)

Pre-Go-Live (Day Before)

Time Action Owner Verify
AM Final configuration verification Central IT
AM Test patient workflow end-to-end Champion
Noon Confirm all staff completed training Champion
PM Brief entire team on tomorrow's plan Champion
PM Verify support contact information posted Office Manager
EOD Final system check, verify integrations active Central IT

Go-Live Day: Hour-by-Hour Schedule

Time Activity Who Notes
30 min before open System verification—all workstations Champion
Opening Brief team huddle (5 min) Champion Confirm everyone knows their role
First 2 hours Champion shadows all imaging sessions Champion Hands-on support
Mid-morning First check-in with Regional Manager Champion Report any issues
Noon Team check-in—gather initial feedback Champion
Noon Lunch break—Regional Manager call Champion Status update
Afternoon Champion available for questions (not shadowing) Champion
3 PM Check-in with Central Team Champion Log issues, questions
End of day Team debrief (10 min) Champion What worked, what didn't
After close Submit Go-Live Day report Champion Standard form

Who Needs to Be On-Site or On-Call

Role Location Availability Contact
Location Champion On-site Full day [Mobile]
Office Manager On-site Full day [Mobile]
Regional Manager On-call (phone) Full day [Mobile]
Central IT Support On-call (remote) Full day [Support line]
Vendor Support On-call (remote) Full day [Vendor support line] 🔵
VP Operations On-call (escalation) As needed [Mobile]

Known Gotchas and Troubleshooting

Common First-Day Issues

Issue Symptoms Solution Resolution Time
⚠️ AI analysis not appearing Image captures but no overlay Verify AI module active; restart Romexis; check internet 5–15 min
⚠️ Slow analysis AI overlay takes >60 seconds Check network speed; reduce other network traffic 5 min
Patient data mismatch Wrong patient in Romexis Verify PMS bridge launching correctly; re-launch from PMS 2 min
Integration failure Images not syncing to PMS Restart bridge service; verify credentials 10–20 min
Workstation performance System sluggish Close unnecessary applications; verify hardware meets spec 5 min
Provider can't see findings Blank overlay Verify user permissions; refresh display 5 min
⚠️ Critical: System unresponsive Romexis won't launch Restart workstation; call IT if unresolved 15 min; escalate

Escalation Tiers

Tier 1: Location Champion (resolve in <15 min)

  • First-line troubleshooting
  • User questions and workflow support
  • Basic system restarts

Tier 2: Regional Manager + Central IT (resolve in <1 hour)

  • Issues Champion cannot resolve
  • Configuration questions
  • Multi-user or location-wide issues

Tier 3: Vendor Support 🔵 (resolve in <4 hours)

  • Software bugs
  • Integration failures
  • Issues requiring code or backend changes

Tier 4: VP Operations + CDO (as needed)

  • Decisions about workflow changes
  • Provider escalations
  • Decision to pause or rollback

First-Week Daily Check-In Protocol

Daily Check-In Format (Champion → Regional Manager → Central Team)

Submit by End of Each Day (Days 1–5):

LOCATION: _______________
DATE: _______________

IMAGING SESSIONS TODAY: _______________
AI ANALYSIS USED: _____ / _____ (XX%)

ISSUES ENCOUNTERED:
[ ] None
[ ] Minor (describe): _______________
[ ] Major (describe): _______________

ISSUE STATUS:
[ ] Resolved
[ ] Pending—help needed

STAFF FEEDBACK (1 = Struggling, 5 = Confident):
Providers: ___
Hygienists: ___
Front Desk: ___

PATIENT FEEDBACK:
[ ] No comments
[ ] Positive comments: _______________
[ ] Concerns: _______________

CHAMPION CONFIDENCE (1–5): ___

ANYTHING NEEDED FROM CENTRAL TEAM?
_______________

Central Team Aggregation

Central team compiles all location reports daily during go-live weeks and produces:

  • Daily summary for VP Operations
  • Issue tracker for unresolved items
  • Trend analysis across locations

Patient Communication Script (If Patient-Facing)

Use when patients notice AI overlays or ask about the technology.

For Providers:

"You might notice some highlights on your x-ray images. We've implemented advanced imaging software that helps me review your x-rays more thoroughly. It's similar to spell-check for documents—it highlights areas for me to look at, but I make all the clinical decisions. It's just another tool to make sure we don't miss anything important for your health."

For Front Desk (if patients ask):

"Our office has upgraded to an advanced imaging system that helps our doctors review x-rays more carefully. It's part of our commitment to providing you with the best care. The doctor will explain anything they find during your appointment."

For Hygienists:

"Yes, we have new imaging technology that assists Dr. [Name] in reviewing your x-rays. They'll go over everything with you during your exam."


9. Post-Launch Optimization (Weeks 4–8)

Weekly Metrics Review Cadence

Week-by-Week Focus

Week Focus Area Key Metrics Review Owner
Week 1 Stabilization System uptime, usage rate, critical issues Central IT + Champion
Week 2 Adoption Usage rate trending, staff confidence Regional Manager + Champion
Week 3 Workflow Time-in-workflow, provider feedback Champion + Office Manager
Week 4 Early Outcomes Case acceptance (early), patient feedback Regional Manager
Week 5–6 Optimization Identify workflow refinements needed VP Operations review
Week 7–8 ROI Readiness Compile metrics for 60-day review Central Team

30-Day Checkpoint

What "Good" Looks Like at 30 Days

Metric Target Red Flag
AI usage rate ≥90% of eligible imaging sessions <70%
System uptime ≥99% <95%
Staff confidence (survey) ≥4.0/5.0 average <3.0
Provider adoption 100% of providers using regularly Any provider refusing
Critical issues Zero unresolved critical issues >1 unresolved
Workflow time No increase vs. baseline OR <10% increase >25% increase
Patient complaints Zero AI-related complaints Multiple complaints

30-Day Review Meeting Agenda (Per Location)

  1. Metrics review vs. targets (10 min)
  2. Champion and Office Manager qualitative feedback (10 min)
  3. Provider feedback summary (10 min)
  4. Issues and resolutions (10 min)
  5. Workflow refinements needed (10 min)
  6. Next steps and support needs (10 min)

60-Day Checkpoint: ROI Assessment Framework

ROI Measurement Framework

Metric Baseline (Pre-Implementation) 60-Day Actual % Change Notes
Case Acceptance Rate __% __% ___% Primary revenue driver
Avg Diagnosis Time __ min __ min ___% Efficiency gain
Radiographic Findings/Exam __ __ ___% Detection improvement
Claim Denial Rate (Imaging) __% __% ___% Documentation quality
Retake Rate __% __% ___% Quality improvement
CBCT Utilization __% __% ___% Appropriate technology use

Calculating Value

Incremental Revenue Model:

  • Baseline case acceptance: ___% → 60-day acceptance: ___%
  • Average treatment value: $___
  • Monthly treatment presentations: ___
  • Monthly incremental revenue = (New % - Old %) × Presentations × Avg Value

Efficiency Savings Model:

  • Time saved per imaging session: ___ minutes
  • Sessions per day: ___
  • Value of provider time per minute: $___
  • Monthly efficiency value = Sessions × Time Saved × Days × Value/Min

60-Day Review Report Structure 🟣

  1. Executive Summary: One paragraph on overall status
  2. Metrics Dashboard: Table above with all locations
  3. ROI Calculation: Estimated value created to date
  4. Success Stories: 2–3 specific clinical or operational wins
  5. Challenges and Remediations: Honest assessment of issues and how they were addressed
  6. Recommendations: Any proposed changes to workflow or configuration
  7. Next 60-Day Outlook: What to expect as deployment matures

Staff Feedback Collection

5-Question Pulse Survey (Administer at Day 7, Day 30, Day 60)

PLANMECA AI — STAFF FEEDBACK SURVEY

Location: _______________
Role: [ ] Provider [ ] Hygienist [ ] Front Desk [ ] Billing [ ] Other
Date: _______________

1. How confident do you feel using the AI imaging system?
   [ ] 1 - Not confident [ ] 2 [ ] 3 - Neutral [ ] 4 [ ] 5 - Very confident

2. Has the AI system made your job easier, harder, or no change?
   [ ] Much easier [ ] Somewhat easier [ ] No change [ ] Somewhat harder [ ] Much harder

3. How well did the training prepare you to use the system?
   [ ] 1 - Not at all [ ] 2 [ ] 3 - Somewhat [ ] 4 [ ] 5 - Very well

4. How responsive has support been when you have questions or issues?
   [ ] 1 - Very poor [ ] 2 [ ] 3 - Adequate [ ] 4 [ ] 5 - Excellent

5. What one thing would most improve your experience with the AI system?
   _______________________________________________

Using Feedback Data

  • Aggregate by location and role for pattern identification
  • Share location-specific results with Champions and Office Managers
  • Escalate consistent negative feedback to Regional Manager
  • Incorporate feedback into workflow refinements and future training

Common Workflow Refinements (First 30–60 Days)

Based on typical implementation patterns, anticipate these refinements:

Refinement When It Arises Action
AI sensitivity adjustment Providers report too many/few findings CDO reviews and approves sensitivity changes (centrally) 🟣
Report format preferences Providers want different information display Add customization within approved templates
Workflow sequencing AI analysis timing doesn't fit exam flow Adjust when analysis triggers (immediate vs. on demand)
Integration timing PMS sync delays cause confusion Tune sync frequency or trigger events
Training gaps Specific tasks confusing to staff Create micro-training videos for specific topics
Override documentation Providers uncertain how to document overrides Create quick reference for override workflow

Centralized Dashboard Structure

Location-Level Metrics (Visible to Office Manager, Champion, Regional Manager)

Metric Week 1 Week 2 Week 3 Week 4 Trend
Usage Rate __% __% __% __% ↑↓→
Uptime __% __% __% __% ↑↓→
Staff Confidence ___ ___ ___ ___ ↑↓→
Issues Logged ___ ___ ___ ___ ↑↓→
(Future) Case Acceptance __% __% __% __% ↑↓→

Portfolio Aggregate Dashboard (Visible to Central Team, C-Suite)

Metric All Locations Top Quartile Bottom Quartile Target
Usage Rate __% __% __% 95%
Uptime __% __% __% 99%
Avg Staff Confidence ___ ___ ___ 4.0+
Locations Fully Live / 100% by Week ___
ROI Indicators ___ ___ ___ Varies

Quarterly Business Review Framework (Post Full Deployment)

QBR Element Content Presenter
Performance Summary Metrics vs. targets for quarter VP Operations
ROI Analysis Calculated return by location and aggregate Finance
Clinical Impact Quality metrics, detection improvements, case studies CDO
Operational Insights What's working, what needs attention Regional Managers
Vendor Relationship Support performance, product feedback, roadmap IT Director
Strategic Recommendations Proposed changes for next quarter VP Operations + CDO
Board-Ready Summary 1-page summary for board distribution CEO

10. Centralized vs. Localized Decision Framework

Decision Area Standardize Centrally Allow Local Discretion
AI detection sensitivity thresholds ✅ CDO sets enterprise defaults ❌ Changes require CDO approval

AI-generated implementation guide based on public vendor information. Verify specifics directly with Planmeca.