| Answer Rate | Imported Discovery Data | Selected phone platform | Phone system API | Revenue capture, conversion, LTV | Imported from discovery. API connection required via selected phone platform for live answer rate, missed calls, callback SLA, call recordings, and recovery analytics. |
| Missed Call Recovery | Imported Discovery Data | Selected phone platform + SMS + Boulevard | Phone API, SMS API, Boulevard booking API | Revenue recovery | Imported discovery finding that 7 of 9 studios missed the Week 1 shopper call. Real-time analytics require phone, SMS, and booking outcomes. |
| Membership Conversion | Imported tracker request | Boulevard | Boulevard membership + appointment + client API | Recurring revenue, LTV | Discovery requested conversion trackers. API connection required via Boulevard for live membership analytics. |
| Rebook Rate | Imported tracker request | Boulevard | Boulevard appointment API | Retention, second-visit activation | Discovery requested package/booster/product/rebooking data. API connection required via Boulevard for live rebook analytics. |
| Product Attachment | Imported tracker request | Boulevard POS / product sales | Boulevard transaction/product API | Margin, care-plan adherence | API connection required via Boulevard for live product sale and care-plan adherence analytics. |
| Package Conversion | Imported tracker request | Boulevard package sales | Boulevard package/payment API | Cash collection, commitment to care path | API connection required via Boulevard for live package and payment analytics. |
| Churn / Pause / Cancellation | Imported tracker request | Boulevard membership status and cancellation reason | Boulevard membership API | Retention, LTV | Discovery requested churn, pause, cancellation, and cancellation reason data. |
| Training Completion | Imported tracker request | Absorb / LMS | LMS export or API | Adoption, consistency | Discovery requested Absorb/LMS reports. API connection required via Absorb/LMS for live training completion and certification analytics. |
| Manager Coaching Completion | Manual / platform-native | IntelligenceOS coaching logs | No external API required after app launch | Operating consistency | Platform-native once manager coaching workflows are used inside IntelligenceOS. |
| Commitment Compliance | Platform-native | IntelligenceOS CommitmentOS | No external API required after app launch; external events can create commitments | Execution accountability | Universal operating score. External events can create commitments, but the compliance model is platform-native. |
| Studio Contribution Margin | Imported Discovery Data | Accounting / P&L + Boulevard POS / transactions + payroll / scheduling | Accounting / P&L, Boulevard POS / transactions, payroll / scheduling, manual lease / occupancy cost import | Contribution margin, EBITDA quality, enterprise value | Imported discovery finding that field behaviors may dilute intended economics. API connection required via finance, payroll, and Boulevard systems for realtime margin analytics. |
| Labor Yield | API Connection Required | Payroll / scheduling + Boulevard appointments + staff attribution | Payroll / scheduling system, Boulevard appointments, Boulevard staff attribution | Provider-hour economics, labor efficiency, EBITDA quality | MarginOS should not be treated as live until payroll, scheduling, provider-hour, and appointment data are connected. |
| Retention Margin Quality | Imported Discovery Data | Boulevard memberships + appointments + POS + accounting / P&L | Boulevard membership, appointment, POS, cancellation / pause data, SMS/email outcomes, accounting / P&L | LTV quality, contribution margin, retention economics | Imported finding: retention pursued without margin logic is a medium/high risk because revenue quality may suffer. |