Unlock the Path to Autonomous Excellence
Autonomous Operations Maturity Assessment
At Makman, we empower telecom and digital service providers to accelerate their transformation journeys by advancing autonomous operations maturity. Using our industry-leading methodology, deep domain expertise, and TM Forum®-aligned approach, we help organizations gain clarity, build alignment, and unlock operational excellence—measuring maturity across six critical dimensions:
Party, Technology, Culture, Strategy, Operations and Data.

① Party
Involves intelligent automation in customer, partner, and device interactions, ensuring seamless communication across all stakeholders.

② Technology
Focuses on the technological infrastructure that supports digital transformation, automation, and innovation.

③ Culture
Encourages an organizational mindset shift toward adaptability, innovation, and collaboration to drive automation efforts forward.

④ Strategy
Establishes a clear roadmap for transitioning to autonomous operations, ensuring alignment with business goals.

⑤ Operations
Enhances processes by leveraging automation to maximize efficiency and minimize human errors.

⑥ Data
Utilizes self-analysis and automated decision-making processes to achieve full-scale automation.
Makman’s 4D Methodology
Makman’s 4D assessment methodology ensures depth, clarity, and actionable outcomes across four stages:
Discover, Define, Deliver, and Demonstrate
① Discovery
Initiating the process with key stakeholder alignment, data collection, and context analysis to define the scope and approach.
② Definition
Finalizing the assessment structure, scheduling interactive workshops, and clarifying roles and responsibilities for a seamless delivery.
③ Delivery
Our expert-led workshops assess your autonomous maturity using TM Forum®’s standards and closed-loop stages.
④ Demonstration
Consolidating findings, preparing comprehensive reports, and delivering an executive presentation, ensuring clarity and commitment for next steps.
Why Makman
We are a recognized contributor to the development of TM Forum®’s AOMM standards and the first consulting firm globally to conduct an outside-in AOMM assessment.
Our work has been recognized with prestigious industry awards including:
Our consultants bring decades of experience across telecom automation, AI, and digital transformation. We provide insights that are both technically robust and strategically valuable.
We have successfully delivered assessments for complex, multi-stakeholder environments, engaging both telecom operators and technology vendors, in Africa, Europe, and Asia—helping organizations define their capability targets and transformation strategies.
Ready to advance your autonomous operations maturity?
Contact us to schedule a briefing session and explore how your organization can lead the transition to autonomous operations.