Operations Intelligence
LIVE

Autonomous Operations Maturity Assessment

Assess your network operations maturity against industry standards. Based on TMForum Autonomous Networks framework (Levels 0-5).

TMForum AN Framework
5 Assessment Domains
OPEX Impact Analysis
Operator Profile

Select a profile or adjust values to match your operations

Annual Trouble Tickets175,000

Industry range: 150,000 - 200,000

Annual Field Visits20,000

Industry range: 15,000 - 25,000

Cost per Field Visit (CAD)$2,500

Industry range: $2,000 - $3,000

Network CAPEX$2000M
OPEX Ratio1.2x

Est. Annual OPEX: $2400M | Cost/GB trending: $0.07

Operations FTEs1,200
Transformation Target
Target Autonomy LevelL4 - High Automation
L1L2L3L4L5
Transformation Timeline3 Years
Current State Assessment

Rate your current maturity in each domain (0-5)

Awareness & Detection
L2.0

Event detection, monitoring, fault identification

Analysis & Intelligence
L1.5

Root cause analysis, pattern recognition, prediction

Decision & Planning
L1.0

Solution selection, impact assessment, approval workflows

Execution & Resolution
L1.5

Remediation, change implementation, validation

Governance & Control
L2.0

Policy management, compliance, continuous improvement

Executive Summary
1

Current maturity at L1.6 with L2.4 gap to target L4

2

Potential 24% OPEX reduction ($576M annually) achievable

3

Moderate complexity transformation over 3 years with 1.5yr payback

Maturity Journey

L1.6

Current

L4

Target

L0L5

Annual OPEX Savings

$576M

-24%

5-Year Savings

$2880M

Investment Return

233%

5-Year ROI

Investment

$864M

Payback

1.5yr

Operational Impact

Ticket Reduction

-43%

75,600/mo saved

Field Visits

-53%

$26.4M/yr saved

MTTR Improvement

-36%

Faster resolution

FTE Optimization

346

To higher-value work

Domain Maturity Analysis
Awareness & DetectionL2.0
Gap: 2.0
Analysis & IntelligenceL1.5
Gap: 2.5
Decision & PlanningL1.0
Gap: 3.0
Execution & ResolutionL1.5
Gap: 2.5
Governance & ControlL2.0
Gap: 2.0
Current
Target L4
Risk Score: 2/10
Canadian Market Context

Why automation matters more in Canada

Spectrum Cost

$1.42

/MHz-pop (USD)

6x higher than Korea

GDP per Capita

$52K

USD (2024)

High labor costs

Cost per GB

$0.07

Projected 2026

-75% since 2020

MVNO Share

2%

of market

vs 14% UK, 18% DE

Implication: Canadian operators face higher spectrum and labor costs with declining ARPU ($47.4/mo), making autonomous operations a competitive necessity, not just an optimization.

TMForum Autonomous Networks Levels Reference
L0

Manual Operations

Fully manual execution, no automation

L1

Assisted Operations

System provides information, human decides and executes

L2

Partial Automation

System analyzes and recommends, human approves and executes

L3

Conditional Automation

System executes within defined boundaries, human oversees

L4TARGET

High Automation

System operates autonomously, human monitors and refines

L5

Full Autonomy

System self-manages, self-optimizes, self-heals

Explore Decision Lab

Framework: Based on TMForum Autonomous Networks (IG1230) public standards.

Estimates: OPEX savings and operational improvements are illustrative benchmarks from industry sources (TMForum, GSMA). Actual results vary by operator.

Purpose: For educational and exploratory purposes only. Not financial or operational advice.