Autonomy
The journey to autonomy
Autonomy is not a product you install. It is a position you can measure and a path you move along, one operational scenario at a time.
Why it matters
The pressure is not new. What has changed is that the gap between what an operator can see and what it can act on now sets the pace.
Operators are running increasingly complex, multi-vendor networks under constant pressure to improve service quality, reduce operational cost and move faster. Traditional OSS environments do provide visibility and control, but execution still depends heavily on scarce domain experts, fragmented tools and manual workflows.
That is why autonomy is worth pursuing, and also why it is so often overstated. Most autonomy claims are self-assessed, which is exactly why few people believe them. TM Forum publishes a six-level scale and an evaluation methodology so the answer can be evidenced instead of asserted.
A level belongs to a scenario, not to a network. There is no such thing as an “L4 operator”, and a vendor offering to make you one has already told you they have not read the framework.
The path, and what carries you along it
Four stages. The sequence matters more than the destination — an operator that automates a scenario it cannot yet measure has bought risk, not autonomy. Each stage links to the parts of the site that do that work.
Find out where you actually are
Autonomy is measured per operational scenario, against a published scale, with the evidence recorded. That gives you a defensible starting number instead of an opinion — and it is the only honest basis for deciding what to do next.
Get the truth into one model
Assessments almost always surface inventory and configuration gaps first. A model that disagrees with the live network cannot be automated on safely, so the digital twin comes before the automation, not after it. This is what the platform is for.
Automate it, with a human still in the loop
The same automation runs in testing, then with human approval, then unattended. Autonomy is a dial set per scenario rather than a switch thrown across the estate — and the approval gate is what makes the first two settings usable at all.
Prove the outcome, then move up a level
Nothing is promoted on the strength of its own logs. A change is verified independently, and the scenario is scored again afterwards so progression is evidenced rather than asserted. Then the next scenario starts at 01.
Start with where you actually are
One scenario, scored against the framework, with the evidence recorded and a roadmap to the next level. It is the least speculative way to begin.