Dental Intelligence
Implementation PlaybookDSO · Group Practice

Dental Intelligence

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

Dental Intelligence — Implementation Playbook (DSO)

Dental Intelligence Implementation Playbook

A Strategic Guide for DSO Deployment

Tool Category: Analytics & Business Intelligence
Target Audience: DSOs (15–50 Locations)
Version: 1.0
Published by: Avized.com


1. Executive Summary

What Dental Intelligence Does

Dental Intelligence is a comprehensive analytics and business intelligence platform that aggregates data from your practice management system to deliver real-time visibility into production, collections, scheduling efficiency, patient reactivation opportunities, and provider performance. It transforms fragmented operational data into actionable insights through automated reporting, goal tracking, and AI-driven recommendations that surface revenue opportunities hiding in your existing patient base.

Why DSOs Specifically Benefit from Analytics & Business Intelligence AI

At scale, Analytics & BI tools create asymmetric advantages that single practices cannot replicate:

  • Data Aggregation Power: With 15–50 locations feeding a centralized platform, you generate statistically significant benchmarks. A single practice can't know if their 42% hygiene reappointment rate is good—you can compare it across 47 other locations instantly.

  • Standardization of Performance Visibility: Regional managers and C-suite leaders gain a single source of truth. No more waiting for Office Managers to manually compile reports in different formats with inconsistent definitions.

  • Pattern Recognition at Portfolio Scale: AI can identify that Location #23's sudden production drop correlates with scheduling template changes, or that your highest-performing locations share specific morning huddle metrics—insights invisible at the practice level.

  • Operational Leverage: One centralized team can monitor and intervene across all locations using consistent KPIs, replacing the need for each location to develop its own reporting competency.

  • M&A Due Diligence & Integration: For growth-stage DSOs, having standardized analytics accelerates acquisition evaluation and post-close integration.

Expected Timeline: Decision to Full Deployment

Phase Timeline Scope
Pre-Implementation & Planning Weeks 1–2 Central team readiness, baseline metrics
Wave 1 Pilot (2–3 locations) Weeks 3–5 Initial deployment, learning capture
Wave 2 Expansion (5–8 locations) Weeks 6–9 Refined rollout based on pilot learnings
Wave 3+ Full Deployment Weeks 10–16 Remaining locations in 8–10 location waves
Post-Launch Optimization Weeks 17–20 Stabilization, ROI validation

Total Timeline: 16–20 weeks for a 30-location DSO, scaling linearly with additional locations.


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

Technical Requirements

Hardware

☐ Verify all locations have workstations meeting minimum specs (Windows 10+ or macOS 10.14+, 8GB RAM minimum, modern browser)
☐ Confirm at least one large-format display (32"+ monitor or TV) per location for team dashboard visibility
☐ Inventory existing hardware age—flag any workstations >5 years old for potential upgrade

Estimated Time: 2–3 hours for IT to compile inventory across all locations

Software

☐ Document PMS version at each location (Dentrix, Eaglesoft, Open Dental, other)
☐ ⚠️ Verify PMS versions meet Dental Intelligence minimum compatibility requirements—outdated versions are the #1 integration blocker
☐ Confirm browser versions (Chrome 90+ recommended, Firefox 88+, Edge 90+)
☐ Document any existing BI tools to be replaced or integrated

Estimated Time: 1–2 hours for IT + Regional Managers to compile

Network

☐ Test internet speed at each location (minimum 25 Mbps download recommended)
☐ Verify firewall configurations allow HTTPS traffic to Dental Intelligence servers
☐ ⚠️ Document any locations with unreliable connectivity—these need mitigation plans
☐ Confirm VPN requirements if data must route through corporate network

Estimated Time: 3–4 hours for network assessment across all locations

Integrations

☐ 🔵 Request integration specifications from Dental Intelligence for your specific PMS versions
☐ Map data flow: PMS → Dental Intelligence (what data syncs, frequency, direction)
☐ Identify any third-party tools that will need to share data with Dental Intelligence (patient communication platforms, insurance verification tools)

Estimated Time: 2 hours with vendor support


Vendor Onboarding Steps

Step Action Owner Timeline
1 🔵 Schedule kickoff call with Dental Intelligence enterprise team VP of Operations Day 1
2 🔵 Assign dedicated Customer Success Manager (CSM) and Technical Account Manager (TAM) Vendor Day 2
3 Establish primary and backup contacts on both sides Both Day 3
4 🔵 Obtain access to enterprise admin portal Vendor Day 3
5 🔵 Review and sign BAA (Business Associate Agreement) Legal + Vendor Days 3–5
6 🔵 Schedule technical integration planning session IT + Vendor TAM Day 5
7 Define communication cadence (weekly calls during rollout recommended) Both Day 5

Key Contacts to Establish:

Role Your Organization Vendor Side
Executive Sponsor VP of Operations or CDO VP of Enterprise Accounts
Project Lead Director of Operations or IT Customer Success Manager
Technical Lead IT Director/Manager Technical Account Manager
Regional Liaisons Regional Managers (1 per region) Implementation Specialist
Escalation Path CEO/COO VP of Customer Success

Data/Access Prerequisites

☐ 🟣 Obtain executive approval for data sharing agreement and BAA
☐ Compile PMS admin credentials for each location (or request from Office Managers)
☐ 🔵 Generate API keys if using direct API integration vs. sync agent
☐ Document any locations using on-premise servers vs. cloud-hosted PMS
☐ Identify data retention policies—how far back should historical data be imported?
☐ Confirm SSO provider if using centralized authentication (Okta, Azure AD, Google Workspace)

Estimated Time: 4–6 hours for credential compilation (delegate to Regional Managers)


Enterprise-Level Requirements

Network Standards Across Locations

☐ 🟣 Decide: Standardize minimum network specifications for all locations?
☐ Document bandwidth requirements for real-time dashboard refresh (minimal—approximately 1–2 Mbps)
☐ Establish network upgrade queue for non-compliant locations

Centralized vs. Location-Level Hosting

Dental Intelligence is cloud-hosted, so this decision is straightforward: ☐ Data flows from each location's PMS to Dental Intelligence cloud
☐ No on-premise servers required at corporate or location level
☐ 🟣 Decide: Will data sync via local agent installation or direct API?

  • Agent Installation: More reliable for on-premise PMS, requires local admin access
  • Direct API: Cleaner for cloud-hosted PMS, fewer moving parts

SSO (Single Sign-On)

☐ 🟣 Decide: Require SSO for Dental Intelligence access?
☐ If yes, document SSO provider and initiate integration request with vendor
☐ Define user role hierarchy (Enterprise Admin → Regional Admin → Location Admin → User)

Estimated Time: 4–6 hours for IT to compile requirements, 1–2 hours for executive decisions

Centralized Credentialing

☐ Define user provisioning workflow: Who creates accounts? Who assigns permissions?
☐ Document offboarding process: How quickly are terminated employees removed from system?
☐ ⚠️ Establish password and MFA requirements before rollout—retrofitting is painful


Internal Stakeholder Alignment

Stakeholder Alignment Map

Stakeholder Level Who What They Need Communication Frequency
Board/Investors Board members, PE partners High-level ROI projections, timeline, strategic rationale Quarterly (or at milestones)
C-Suite CEO, COO, CFO, CDO Business case, resource requirements, risk assessment Bi-weekly during rollout
Regional Managers Regional VPs, District Managers Rollout schedule for their region, training requirements, success metrics Weekly during their wave
Location Office Managers Office Managers at each location What changes for their daily workflow, support resources, expectations Weekly during their go-live wave
Providers Dentists, specialists How this helps them (not "more oversight"), clinical workflow impact Before their location's go-live

Approval Requirements

Decision Approver Timing
🟣 Vendor contract and pricing CFO + CEO Before kickoff
🟣 BAA and data sharing agreement Legal + CDO Week 1
🟣 Rollout timeline and wave structure VP of Operations Week 1
🟣 Budget for hardware upgrades (if needed) CFO Week 2
🟣 Standardization decisions (see Section 10) VP of Operations + CDO Week 2

Baseline Metrics to Capture BEFORE Go-Live

⚠️ Critical: If you don't capture these before deployment, you cannot prove ROI. This is the most commonly skipped step and the biggest regret.

Production & Revenue Metrics

☐ Monthly production per location (rolling 6 months)
☐ Monthly collections per location (rolling 6 months)
☐ Production per provider per day
☐ Case acceptance rate (presented treatment vs. scheduled treatment)
☐ Average treatment plan value

Scheduling Metrics

☐ Schedule utilization rate (filled chair time vs. available chair time)
☐ Same-day cancellation rate
☐ No-show rate
☐ Hygiene reappointment rate (percentage of hygiene patients scheduled for next visit before leaving)
☐ Days to third next available appointment (provider and hygiene)

Patient Metrics

☐ Active patient count per location (seen in last 18 months)
☐ Unscheduled treatment value (diagnosed but not scheduled)
☐ Overdue hygiene patient count
☐ New patient volume (monthly average)

Operational Metrics

☐ Average days in AR (accounts receivable)
☐ Insurance claim denial rate (if trackable)
☐ Patient wait time (if tracked)

Standardization Across Locations

🟣 Executive Decision Required: Agree on standard definitions before measuring.

Metric Standard Definition to Adopt
Active Patient Seen within 18 months (not 12 or 24)
Case Acceptance Rate Scheduled treatment ÷ presented treatment value
Schedule Utilization Scheduled production ÷ (available hours × hourly production goal)
Hygiene Reappointment Next hygiene visit scheduled before patient leaves office

☐ Distribute baseline data collection template to all Office Managers
☐ Set deadline for baseline submission (recommend: end of Week 2)
☐ Designate one analyst to compile and normalize data into comparison format
☐ ⚠️ Flag any locations unable to provide baseline data—may indicate reporting infrastructure gaps

Estimated Time: 3–4 hours per location to compile; 8–10 hours centrally to normalize and analyze


3. Location Readiness Assessment

Scoring Framework

Score each location on the following five factors (1–5 scale). This framework identifies which locations should go early, which need remediation, and which should be last.


Factor 1: IT Infrastructure Maturity

Score Criteria
5 Fiber internet (100+ Mbps), all workstations <3 years old, cloud-hosted PMS, IT support readily available
4 Cable internet (50+ Mbps), most workstations <4 years old, compatible PMS version, occasional IT delays
3 Internet 25–50 Mbps, mixed hardware age (some >5 years), PMS version may need update, IT support responsive but not proactive
2 Internet <25 Mbps or unreliable, majority of hardware >5 years old, PMS version outdated, IT support slow
1 Connectivity issues frequent, critical hardware failures, PMS version incompatible, no dedicated IT support

Factor 2: Staff Tenure and Adaptability

Score Criteria
5 Office Manager >3 years tenure, staff turnover <15%, history of successful tech adoption, team embraces change
4 Office Manager >2 years tenure, staff turnover 15–25%, some tech adoption success, team generally adaptable
3 Office Manager 1–2 years tenure, staff turnover 25–35%, mixed tech adoption history, some resistance to change
2 Office Manager <1 year tenure, staff turnover 35–50%, limited tech adoption, notable resistance to change
1 Office Manager position unstable or vacant, turnover >50%, failed past tech implementations, active resistance

Factor 3: Patient Volume

Score Criteria Notes
5 Top quartile production in portfolio Highest impact potential; higher implementation risk
4 Second quartile production Strong impact, manageable risk
3 Third quartile production Moderate impact, standard risk
2 Fourth quartile production Lower impact, lower stakes for piloting
1 Significantly underperforming or turnaround situation May have other operational priorities

Note: High volume (Score 5) is actually moderate risk for pilots—too much at stake. Ideal pilot locations are Score 3–4.


Factor 4: Existing Tech Stack Compatibility

Score Criteria
5 Dentrix Enterprise, Eaglesoft, or Open Dental cloud; no conflicting BI tools; clean data hygiene
4 Compatible PMS version; minimal custom configurations; may have basic reporting but no BI conflicts
3 PMS compatible but requires sync agent; some custom configurations; data hygiene issues minor
2 PMS version requires upgrade for compatibility; significant custom configurations; data quality concerns
1 PMS incompatible or heavily customized; existing BI tool with contractual/political barriers; major data issues

Factor 5: Local Champion Availability

Score Criteria
5 Tech-forward provider AND Office Manager both engaged and willing to champion; history of leading change
4 Office Manager willing to champion; providers supportive but not leading
3 Office Manager willing but stretched thin; provider support unclear
2 No clear champion identified; Office Manager skeptical but not resistant
1 Office Manager actively resistant or absent; provider opposition; no internal advocate

Composite Readiness Score Calculation

Factor Weight Rationale
IT Infrastructure 25% Foundation—without this, nothing works
Staff Adaptability 25% Adoption depends on people, not just technology
Patient Volume 15% Impact consideration, but not dominant for pilot selection
Tech Stack Compatibility 20% Integration complexity is a major risk factor
Local Champion 15% Champions accelerate adoption but aren't mandatory

Formula: Composite Score = (IT × 0.25) + (Staff × 0.25) + (Volume × 0.15) + (Tech × 0.20) + (Champion × 0.15)

Score Interpretation:

Composite Score Classification Recommendation
4.0–5.0 High Readiness Wave 1 or 2 candidate
3.0–3.9 Moderate Readiness Wave 2 or 3 candidate
2.0–2.9 Low Readiness Remediate before rollout; schedule for final waves
1.0–1.9 At Risk Significant remediation required; consider deferring

Rollout Sequence Recommendation

Sample Readiness Assessment (20-Location Example)

Location IT Staff Volume Tech Champion Composite Wave
Location A 5 4 3 4 5 4.20 Wave 1 Pilot
Location B 4 5 3 5 4 4.30 Wave 1 Pilot
Location C 4 4 4 4 4 4.00 Wave 1 Pilot
Location D 4 4 5 4 3 4.05 Wave 2
Location E 4 3 4 5 4 3.95 Wave 2
... ... ... ... ... ... ... ...
Location T 2 2 2 2 2 2.00 Wave 4 + Remediation

Wave 1 Pilot Selection Criteria:

  • Composite score 4.0+ (high readiness)
  • Volume score 3–4 (not highest volume—manageable stakes for learning)
  • At least one location per region if you operate regionally
  • ⚠️ Avoid locations with upcoming leadership changes, remodels, or other major initiatives

Estimated Time: 4–6 hours for Regional Managers to score their locations; 2–3 hours centrally to compile and analyze


4. Rollout Strategy

For a 30-location DSO, the following wave structure balances learning velocity with manageable complexity:

Wave Locations Duration Cumulative Deployed
Wave 1 (Pilot) 3 locations 3 weeks 3 (10%)
Wave 2 6 locations 3 weeks 9 (30%)
Wave 3 8 locations 2 weeks 17 (57%)
Wave 4 8 locations 2 weeks 25 (83%)
Wave 5 5 locations 2 weeks 30 (100%)

Buffer Between Waves: Minimum 1 week between wave completion and next wave kickoff to capture learnings and update playbook.


Wave 1 Pilot Location Selection Criteria

Select 2–3 locations that optimize for learning, not just success:

Criterion Why It Matters
High readiness (Composite 4.0+) De-risk first deployment
Moderate volume (Score 3–4) Enough data to validate insights; stakes manageable
Representative of portfolio At least one "typical" location (not just flagship)
Geographic spread If multi-region, pilot in different regions to surface regional variations
Strong local champion Pilot champions become trainers for later waves
Not during major transitions Avoid locations with imminent leadership changes, renovations, acquisitions

Timeline Per Wave (Detailed)

Wave 1 (Pilot): 3 Weeks

Week Activities
Week 1 Integration setup and testing at pilot locations; champion training; baseline validation
Week 2 Go-live; daily check-ins; troubleshooting; workflow calibration
Week 3 Stabilization; first metrics review; lessons learned documentation
Buffer Week Compile learnings; update training materials; refine configuration templates

Waves 2–5: 2–3 Weeks Each

Week Activities
Week 1 Integration setup; champion training; pre-go-live checklist
Week 2 Go-live; daily check-ins (Mon–Thu); first week review
(Week 3 if needed) Stabilization for complex locations
Buffer (3–5 days) Quick lessons learned; prep for next wave

Go/No-Go Criteria Between Waves

Before advancing from one wave to the next, verify:

Technical Go/No-Go

☐ Data sync functioning correctly at >95% uptime
☐ No unresolved critical integration bugs
☐ Dashboard data accuracy validated against PMS source (spot-check 5% of records)

Adoption Go/No-Go

☐ >80% of staff at pilot locations trained and actively using system
☐ Champions report team is "comfortable" or better with daily use
☐ No provider refusals to engage

Support Go/No-Go

☐ All critical support tickets resolved
☐ No recurring issues without root cause identified
☐ Support team capacity confirmed for next wave

Business Go/No-Go

☐ 🟣 Executive sponsor confirms satisfaction with pilot results
☐ No business disruptions attributable to implementation
☐ Budget for next wave confirmed (if phased investment)

Scoring: All criteria must be green or yellow with mitigation plan. Any red = pause and remediate.


Rollback Plan

If a wave encounters significant issues:

Immediate Response (Within 24 Hours)

  1. Convene incident response call: Central IT + Vendor TAM + affected Regional Manager
  2. Document all symptoms, affected locations, user reports
  3. Implement immediate workaround if available

Containment Decision Tree

Is the issue affecting patient care or revenue generation?
├── YES → Immediate rollback to PMS-only workflow; pause all other waves
└── NO → Is the issue affecting >50% of wave locations?
    ├── YES → Pause current wave; implement fix; resume when resolved
    └── NO → Isolate affected locations; continue with unaffected locations

Rollback Process

  1. 🔵 Vendor disables real-time sync (data preserved, not lost)
  2. Communicate to affected locations: "Return to previous workflow pending resolution"
  3. Preserve all diagnostic data for root cause analysis
  4. ⚠️ Do NOT uninstall—maintain ability to resume quickly once resolved

Post-Rollback Requirements

☐ Root cause documented and understood
☐ Fix validated in test environment
☐ 🟣 Executive sponsor approves resumption
☐ Affected locations re-trained on any workflow changes

Key Principle: A rollback is not a failure—it's a planned safety mechanism. Build this messaging into change management.


5. Configuration & Integration (Weeks 2–3)

Step-by-Step Integration with Common PMS

Dentrix Enterprise (Most Common in DSOs)

Step Action Owner Time
1 🔵 Request Dentrix integration specifications from Dental Intelligence Vendor Day 1
2 Verify Dentrix version at each location (G6+ recommended, G5 supported) IT Day 1
3 ⚠️ Confirm eDex API is enabled in Dentrix (Settings → Advanced → eDex) Local IT/Office Manager Day 2
4 🔵 Install Dental Intelligence sync agent on Dentrix server Vendor + IT Day 3
5 Configure sync agent with location credentials IT Day 3
6 🔵 Initiate historical data pull (recommend 2 years minimum) Vendor Day 4
7 Validate data accuracy: Compare 10 patients' records between Dentrix and DI IT + Office Manager Day 5
8 Configure real-time sync schedule (recommend every 15 minutes) IT + Vendor Day 5

Estimated Time: 4–6 hours per location (can parallelize across IT team)

Eaglesoft

Step Action Owner Time
1 🔵 Request Eaglesoft integration specifications from Dental Intelligence Vendor Day 1
2 Verify Eaglesoft version (21.x+ required) IT Day 1
3 Enable ODBC connection in Eaglesoft (Technical Reference → ODBC) IT Day 2
4 ⚠️ Document server location—Eaglesoft local servers require direct network access IT Day 2
5 🔵 Install Dental Intelligence sync agent on location server or primary workstation Vendor + IT Day 3
6 🔵 Configure ODBC connection string with Dental Intelligence support Vendor + IT Day 3
7 🔵 Initiate historical data pull Vendor Day 4
8 Validate data accuracy IT + Office Manager Day 5

Estimated Time: 5–7 hours per location (Eaglesoft integration slightly more complex)

Open Dental

Step Action Owner Time
1 🔵 Request Open Dental integration specifications from Dental Intelligence Vendor Day 1
2 Verify Open Dental version (18.1+ recommended) IT Day 1
3 Enable Open Dental API (Setup → Misc Setup → API) IT Day 2
4 Generate API key for Dental Intelligence access IT Day 2
5 ⚠️ Configure API permissions (read-only for analytics; do NOT enable write) IT Day 2
6 🔵 Enter API credentials in Dental Intelligence admin portal Vendor Day 3
7 🔵 Initiate historical data pull Vendor Day 3
8 Validate data accuracy IT + Office Manager Day 4

Estimated Time: 3–4 hours per location (Open Dental API is cleanest integration)


Test Environment Setup and Validation Checklist

☐ 🔵 Request test/sandbox environment from Dental Intelligence
☐ Configure test environment with anonymized sample data from 2–3 representative locations
☐ Verify all report types generate correctly
☐ Test user permission levels (Enterprise Admin, Regional Admin, Location User)
☐ Validate SSO integration in test environment before production rollout
☐ ⚠️ Confirm data refresh rates match expectations (real-time vs. batched)
☐ Test alert/notification configuration
☐ Document any discrepancies between test and production behavior

Estimated Time: 8–12 hours for IT team


Data Migration / Historical Data Ingestion

Step Action Owner Time
1 🟣 Decide: How much historical data to import? (Recommend: 24–36 months) VP Operations 30 min
2 🔵 Confirm vendor can support historical data volume Vendor Day 1
3 Schedule historical data pull during off-hours (avoid business hours) IT + Vendor Day 2
4 ⚠️ Monitor sync during initial pull—large data sets can timeout IT During pull
5 Validate historical data accuracy (spot-check production totals for random past months) Finance/Ops Day 3
6 Document any gaps or anomalies in historical data IT Day 3

Security and HIPAA Compliance Verification

Enterprise-Level HIPAA Checklist

Requirement Action Owner Status
BAA Executed 🔵 Signed Business Associate Agreement with Dental Intelligence Legal + Vendor
Data Encryption (Transit) Verify TLS 1.2+ for all data transmission IT
Data Encryption (Rest) 🔵 Confirm vendor encrypts stored data (AES-256 standard) Vendor
Access Controls Define and implement role-based access (no shared logins) IT
Audit Logging 🔵 Verify vendor logs all data access and exports Vendor
Data Retention Policy Document how long data is retained in Dental Intelligence IT + Legal
Breach Notification 🔵 Confirm vendor's breach notification timeline (must be <24 hours) Vendor + Legal
Employee Training HIPAA reminder included in Dental Intelligence training materials Training Team
Minimum Necessary Configure system to show only necessary data per role IT
Termination Procedures Document process to revoke access for terminated employees HR + IT

Estimated Time: 4–6 hours for compliance review; may require legal involvement


Standardized Configuration Template

Create a master configuration document that specifies settings to be identical across all locations:

Standardize Centrally (Do Not Allow Local Variation)

Setting Standard Value Rationale
Production goals Centrally defined per location type Cross-location comparison requires consistent targets
KPI definitions Per baseline metrics agreement Apples-to-apples comparison
Report templates Standard 5 core reports Regional managers see consistent views
Alert thresholds Standard (e.g., cancellation >15% triggers alert) Consistent escalation triggers
Data refresh frequency 15 minutes Balance of timeliness and system load
User role permissions Enterprise-defined role matrix Security consistency
Dashboard layout Standard 4-quadrant view Training consistency

Location-Specific Configuration (Allow Local Variation)

Setting Variation Allowed Governance
Provider-level goals Yes—based on individual provider productivity Regional Manager approval
Morning huddle report customization Yes—add (not remove) metrics Office Manager discretion
Alert recipients Yes—designate local recipients Office Manager configures
Operating hours Yes—reflect actual location hours Office Manager configures
Specialty mix (ortho, perio, etc.) Yes—reflects practice type Regional Manager verifies

Centralized vs. Per-Location Testing

Recommended Approach: Centralized test environment + per-location validation

Testing Phase Environment Purpose
Integration Testing Centralized test Verify PMS connections work; debug integration issues
Configuration Testing Centralized test Validate standardized settings; test reports
UAT (User Acceptance) Per-location Office Managers validate their specific data looks correct
Performance Testing Centralized + sample locations Verify system handles full portfolio data load

Estimated Time: 12–16 hours centralized testing; 1–2 hours per-location validation


6. Team Training Plan

Train-the-Trainer Model

For DSO deployment, a train-the-trainer model scales efficiently while maintaining quality:

Central Training Team
        

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