Network Automation & Scripting

If your engineers are doing the same thing manually more than twice, it should be automated. We build the tooling that makes your network operations faster, safer, and less reliant on human memory.

Manual Network Operations Don’t Scale. Automation Does.

Every network operations team has them — the tasks that take 20 minutes but shouldn’t, the change processes that rely on one engineer who knows the script by heart, the compliance checks that happen quarterly because doing them more often is too painful. These aren’t signs of a bad team. They’re signs of a team that hasn’t yet had the time to invest in automation.

At AMROTS, we bring something genuinely rare to network automation work: 20 years of Linux systems engineering and open-source development experience, combined with 15 years of hands-on carrier and enterprise networking. We don’t just write scripts that talk to network devices — we build well-engineered automation tooling that integrates cleanly into your operational environment, handles edge cases gracefully, and is readable and maintainable by the engineers who inherit it.

Because the worst automation is automation that works perfectly until the person who wrote it leaves.

Python-based network automation scripts and tooling — built for real operational environments, not demos

Netmiko, NAPALM, Nornir, and Paramiko for multi-vendor device interaction and configuration management

Ansible playbooks for network configuration deployment, compliance enforcement, and change automation

Juniper PyEZ and Junos automation — native JunOS automation for MX, QFX, PTX, and SRX platforms

REST API and NETCONF/RESTCONF integration for modern device management

Git-based configuration management and network-as-code workflows

Custom operational tooling — inventory systems, BGP monitoring scripts, prefix checkers, change validators

Automated compliance checking and configuration drift detection

Let's Automate Your Network

24/7 Support: +374 00 000 000

Where Manual Operations Break Down and Automation Steps In.

Network automation isn’t about replacing engineers — it’s about removing the work that wastes their time, introduces human error, and creates operational risk. Here’s where the ROI is most obvious.

Python Automation Tooling

Business startup consultants work with clients to research in more depth the market, industry, competitors.

Ansible for Network Configuration

Startup consultants help clients with planning. Creating a plan to create the offering such as products, services.

Juniper PyEZ & JunOS Automation

Getting it done means execution of tasks. Startup consulting services help you execute necessary steps.

Network-as-Code & Git Workflows

Consultants help startups with business growth. Creating marketing campaigns that produce results and sales.

Built by Engineers, for Engineers

Our automation tooling is written by people who have spent careers operating networks at carrier scale. That means the edge cases get handled, the error messages are actually useful, and the tooling works the way network engineers think — not the way a software developer imagines they do.

20 Years of Linux & Open-Source Background

Network automation lives at the intersection of networking and software engineering. Our 20 years of Linux systems experience and open-source development background means we bring genuine software engineering discipline to automation work — proper error handling, logging, testing, and documentation as standard.

We Document Everything

Automation that nobody understands is a liability. Every tool we build comes with clear documentation — what it does, how it works, how to run it, and what to do when it goes wrong. We want your team to own the tooling, not depend on us forever.

Our approach

How We Approach Network Automation Engagements․

Through experienced startup consultants who understand the isolated tasks necessary, a client can rely on a professional to manage a critical step in the early stages and focus on other items that need attention.

Discovery & Use Case Prioritisation

The best place to start with network automation is the thing that wastes the most time or introduces the most risk — not the most technically interesting problem. We work with your team to map the manual tasks that consume operational time, identify where human error causes the most incidents, and prioritise automation use cases by the impact they'll have on your operations. A focused automation engagement that solves three real problems well is worth ten times more than a sprawling project that automates everything badly․

Development & Testing

We build automation tooling in Python, using industry-standard libraries — Netmiko, NAPALM, Nornir, PyEZ, Ansible — and our own custom tooling where needed. Every tool is developed with proper error handling, logging, and test coverage. We test against real devices in a lab environment before anything touches production. Code is version-controlled in Git from day one, reviewed before deployment, and documented throughout․

Deployment, Handover & Knowledge Transfer

Automation tooling is only valuable if the team using it understands how it works. We deploy automation in production alongside your team — working through the operational processes together — and provide thorough knowledge transfer so your engineers can maintain, extend, and troubleshoot the tooling independently. We don't want you dependent on us; we want you empowered by what we've built together․

how do we do it?

Our Network Automation Process

We provide the best services, ensuring your outstanding growth

Operational Assessment & Use Case Mapping

We map your current manual operational tasks, identify where human error introduces risk, and prioritise automation use cases by operational impact. We agree a scope that delivers real value quickly — not a 12-month roadmap before anything is automated․

Tool Design & Development

We design and build the automation tooling — Python scripts, Ansible playbooks, PyEZ workflows, or custom applications — with proper error handling, logging, documentation, and test coverage. Every tool is version-controlled in Git and reviewed before deployment․

Lab Testing & Staged Rollout

All tooling is tested against real devices in a lab environment before touching production. We roll out automation to production in stages — validating behaviour at each step and maintaining the ability to revert if anything unexpected occurs․

Handover & Knowledge Transfer

We deploy automation alongside your team and provide thorough knowledge transfer — how the tooling works, how to extend it, and how to troubleshoot it. Full documentation is produced. Your team leaves the engagement able to own and operate everything we've built.

Ready to Stop Doing the Same Thing Manually for the Hundredth Time?

Whether you have a specific automation problem in mind or just know your operations need to be more efficient — let’s start with a conversation.

Hovsep Emin 130/1
Yerevan, Armenia 0051

Consulting: +374 00 000 000
Corporate: +374 00 000 000

Frequently Asked Questions

Some frequently asked questions about the service that you may have questions about

Do I need to know Python to benefit from network automation?

No — and that's rather the point. We build automation tooling that your operations team can run without needing to understand the code underneath it. Where we do want your team to be able to maintain and extend the tooling, we provide thorough knowledge transfer and documentation. The goal is always operational empowerment, not dependency.

What network platforms does your automation tooling support?

We write automation for Juniper JunOS (MX, QFX, PTX, SRX), Cisco IOS, IOS-XR, and NX-OS, Arista EOS, and Fortinet platforms. Multi-vendor environments are handled cleanly using NAPALM or Nornir as an abstraction layer — writing automation logic once and running it across heterogeneous device fleets.

What is the difference between Ansible and Python for network automation?

Ansible is well-suited for declarative configuration management — defining the desired state of your network and enforcing it idempotently. Python scripting is better for operational tooling that needs to gather data, make decisions, and take conditional actions — monitoring scripts, BGP prefix checkers, compliance scanners, and anything with complex logic. Most well-designed automation environments use both — Ansible for configuration deployment and Python for operational tooling.

Can you help us move to a network-as-code model?

Yes — establishing Git-based configuration management is one of the most impactful investments a network operations team can make. We set up version-controlled configuration repositories, define branching and review workflows, and build the deployment tooling that pushes configuration changes from Git to devices. The transition takes time and discipline, but the operational benefits — auditability, rollback capability, and configuration drift detection — are substantial.

How do you handle sensitive credentials in automation tooling?

Credentials are never hardcoded in automation scripts or stored in Git repositories. We use vault solutions (HashiCorp Vault, Ansible Vault, or environment-based secrets management) to handle credentials securely — ensuring that automation tooling can be version-controlled and shared without exposing sensitive authentication material.

What if our network devices don't support modern APIs?

Legacy devices that only support SSH and CLI are fully supported through Netmiko and Paramiko — screen-scraping libraries that interact with devices the same way a human engineer would, but reliably and at scale. Modern devices that support NETCONF, RESTCONF, or vendor APIs get handled natively. We work with whatever your environment has.

See More & Ask Us Questions

Amrots — Your network, engineered right.