Skill Hub: AI On-the-Job Training for Telecom Teams
Turn your documentation into training, then guide new staff through real work in your own systems.
Skill Hub is ATS's AI training service for telecom operations. It builds training from the M&Ps, SOPs, past orders and videos you already have. It then connects to your systems with read-only access, so it can walk a person through a live task with current data while they do the work themselves.
Telecom Training Hasn't Kept Up with the Work
In most telecom back offices, the know-how for provisioning, ordering and circuit design lives in a few experienced people. When they retire or move on, that knowledge leaves with them. The written material that's left is usually thin:
- M&Ps and SOPs that are out of date, incomplete or scattered across shared drives
- Training videos and recorded walkthroughs that nobody can find when they need them
- Senior staff pulled away from their own work to answer the same questions again and again
- New hires who finish a course and still don't know how to handle a real ASR, PON or design request
A traditional course doesn't fix this. People learn these jobs by doing them, with someone experienced beside them. Skill Hub is built to provide that guidance without taking your SMEs off their work.
What Skill Hub Does
Skill Hub works in two parts.
1. Builds training from what you already have
Skill Hub's AI ingests your documentation, M&Ps, SOPs, past job artifacts and videos, and generates training content from them. Successful service orders, ASRs, PONs and design requests become step-by-step examples of how the work gets done at your company. You don't need polished training material to start. Skill Hub works from the material you have, and ATS helps fill the gaps.
2. Guides people through real tasks in your live systems
This is where Skill Hub goes beyond AI-generated training content. With read-only access to your systems, Skill Hub sees near real-time data, such as the order, the circuit or the ticket in front of the person. It uses that data to guide them through the task as they do it. It shows the next step, the field that matters and the M&P section that applies, and it answers questions from your own SOPs and past cases. Read more: From Training Sandbox to Production Cockpit.
The person always performs the action. Skill Hub shows what to do. It doesn't make changes in your systems.
AI Guidance That Fits the Moment
Skill Hub changes how it helps based on what the person needs:
- Trainer: Explains the process and the reason behind each step, for someone seeing a task for the first time.
- Tutor: Checks understanding with questions and practice based on your real artifacts.
- Coach: Stays with the person during live work, prompting the next step and pointing out common mistakes.
- SME: Answers detailed questions around the clock from your SOPs, M&Ps and past cases, so routine questions don't have to go to your senior staff.
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Read-Only Access, Under Your Control
- Read-only. Skill Hub reads data from your systems to guide the person. It doesn't create, change or delete anything in them.
- People do the work. Every action in your systems is taken by your employee, not by the AI.
- You choose what it connects to. You decide which systems and data Skill Hub connects to, and that access is read-only.
Who Skill Hub Is For
Skill Hub is built for telecom operations teams, including:
- Provisioning and service delivery: service orders, activations and FOCs
- Ordering: ASRs, PONs and LSRs, plus carrier-specific rules
- Circuit design and engineering: design requests, CFAs and inventory records. Read more: The AI Revolution in Circuit Provisioning.
- NOC and network operations: trouble tickets, outage procedures and escalation steps
- Supervisors and trainers who need to bring new staff up to speed without pulling senior people off their work
The same approach also works in financial services and other data-heavy industries.
Skill Hub works alongside ATS workflow automation.
How Skill Hub Works
1. Gather your material
Share your M&Ps, SOPs, videos and examples of jobs done right. ATS works with your team to pick the tasks that matter most.
2. Build the training
Skill Hub's AI turns that material into guided lessons, task templates and smart prompts based on how your company does the work.
3. Connect read-only
With your approval, ATS sets up read-only access to the systems your team uses, so Skill Hub can see current data during live tasks.
4. Guide, track and improve
Staff get step-by-step guidance on real work. Managers get clear progress reports, and new successful jobs feed back into the training.
Skill Hub FAQ
What is AI on-the-job training?
AI on-the-job training guides a person through real work as they do it, instead of teaching in a separate course first. Skill Hub combines training built from your own documentation with step-by-step guidance during live tasks, using current data from your systems.
How is Skill Hub different from an LMS or online course platform?
Skill Hub isn't a course library or an LMS. It builds training from your own M&Ps, SOPs, job artifacts and videos, then supports people inside the actual work. It answers questions and shows the next step on a live order or ticket.
Does Skill Hub make changes in our systems?
No. Skill Hub uses read-only access. It can see data to guide the person, but every action in your systems is taken by your employee.
What do we need to provide to get started?
Whatever documentation you have, such as M&Ps, SOPs, training videos and examples of jobs done correctly, plus read-only access to the systems you want covered. Your material doesn't need to be complete or polished. ATS helps you work with what you have.
Which telecom roles does Skill Hub support?
Skill Hub is built for telecom operations roles, including provisioning, ordering (ASRs, PONs and LSRs), circuit design and NOC staff. It can also be applied in financial services and other data-heavy industries.
How does Skill Hub help when experienced staff retire?
It captures how your experienced people do the work by turning their M&Ps, past jobs and recorded walkthroughs into training and guidance. Newer staff can then get answers and step-by-step help from that knowledge, even after the original experts have left.
See Skill Hub on Your Own Work
Tell us which tasks take the longest to teach. We'll show you how Skill Hub would turn your material into training and guide your team through that work.