AI Ops Department

┌───────────────────────────────┐

│ AI OPS DEPARTMENT (NEW) │

│ Internal Operational Metrics │

└─────────────┬─────────────────┘

│

CSV Import → Ops_Metrics Table

│

Calculate Weekly Metrics → Ops_Weekly_History

│

Trigger Sequence 1 / 2 / 3 Recommendations

│

Ops Dashboard

AI Ops features map to Sequences

View of Table 2

View of Table 2

Sequence

Description

Metrics Required

Features Provided

Sequence 1 – Lead Capture Engine

Recover missed leads, get appointments booked

MissedCalls, AppointmentsBooked, AvgJobValue

CSV import, weekly metrics calculation, trend line, bar chart, recovered revenue, lead recovery %, internal dashboard alerts

Sequence 2 – Sales Assistant

Increase revenue by following up on quotes

AppointmentsBooked, ConversionRate (lead→sale), UpsellTakeRate

Automated follow-up alerts, quote reminders, suggest upsells, conversion tracking per lead

Sequence 3 – Ops Assistant

Protect margin & reduce no-shows

MissedCalls, NoShowRate, AppointmentConfirmed

Sequence triggers for no-show reduction, SMS reminders, internal alert for admin intervention

Sequence 4 – Stack Management

Maintain and improve AI tool performance

CRM health, Integration uptime, Automation errors, Response latency

Ops dashboard alert for automation failures, monitor system performance, recommendations for tool optimizations

There are no rows in this table

⁠

Metrics

Sequence 2 – Sales Assistant

Lead-to-Sale Conversion Rate

Upsell / Cross-sell Rate

Quote-to-Booking Ratio

Revenue per Lead

Sequence 3 – Ops Assistant

Appointment No-Show %

Appointment Confirmation Rate

Average Time-to-Follow-up

Staff Availability vs Booked Appointments

Sequence 4 – Stack Management

Automation Error Count

Integration Uptime %

CRM Sync Latency

AI Response Time

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