Interact with Atoll in natural language. Automate workflows. Focus on what matters.

Meet Atoll AI Agent: Your AI-Powered Assistant for Radio Network Planning

Forsk is proud to introduce Atoll AI Agent, a groundbreaking new capability coming to Atoll in Autumn 2026.

Atoll AI Agent allows RF engineers and network planners to interact with Atoll using plain language, turning complex, multi-step tasks into simple conversational requests. Powered by the Model Context Protocol (MCP) and compatible with leading Large Language Models (LLMs) including ChatGPT, Claude, Mistral, and Gemini, Atoll AI Agent brings the power of generative AI directly into your RAN planning and optimisation workflows.

How it works?

Atoll AI Agent bridges natural language and Atoll's powerful planning engine through three simple steps:

  • You ask — Type your request in plain language, just like you'd describe the task to a colleague.
  • The LLM reasons — The AI interprets your request, selects the right tools, and plans the execution.
  • Atoll acts — The MCP server triggers the relevant Atoll API calls and returns summarized results.
     

The MCP server runs on your machine, ensuring sensitive project files, pathloss matrices, and credentials never leave your environment.

What can You Do with Atoll AI Agent?

 

USE CASEEXAMPLE PROMPT

New Site Evaluation

 

"Drop a 5G NR station (3 sectors) on SiteXX and create the SS-RSRP prediction for this site only."

 

Coverage Generation

 

"Calculate 5G NR PDSCH CINR coverage for the current project."

 

Database Queries

 

"Give the list of 5G NR cells and their PCI values."

 

Network Audit

 

"Audit all cell parameters and flag anomalies, missing values, or inconsistencies. Export as a structured report."

 

Coverage Reporting

 

"Create an HTML artefact with SS-RSRP SiteXX prediction statistics."

 

Get the full slide deck and discover how Atoll AI Agent can transform your RAN planning workflows.

 

Atoll AI Agent Unique Value proposition

Why Atoll AI Agent?

 



Save time

Eliminate repetitive manual clicks and multi-step workflows



Stay secure

Local MCP server keeps all your data on-premises



Reduce errors

Let the AI handle complex sequences with precision



Work with your LLM of choice

Compatible with ChatGPT, Claude, Mistral, Gemini, and more



Empower your team

Enable junior engineers to perform advanced tasks 

Our products

A Complete AI-powered RAN Planning
& Optimisation Software Solution
for Mobile Operators and Private Networks

RAN Planning & Optimisation

Atoll — the industry standard 
for radio network design

From initial frequency planning to live-network optimisation — Atoll is the single platform trusted by RF engineers in 140 countries to design 2G, 3G, 4G and 5G networks with precision.

See our presentation for a full overview of Atoll AI Agent's capabilities and architecture.
 

Download the Presentation
 

 

 

Private Network Planning & Optimisation

Atoll One — purpose-built for private network design

Atoll One delivers the full planning and simulation power of Atoll in a package built specifically for private network projects. Indoor and outdoor environments are modelled in a single environment, with full interaction between both. The Aster propagation model is built in to ensure accuracy across complex sites — from multi-level terminals to underground tunnels and industrial halls.

Supports 4G LTE, 5G NR, Wi-Fi, and microwave backhaul. Installs in minutes. Designed for engineers working on a project basis and operators managing ongoing network evolution.
 

Automation platform for
RAN planning and optimisation

Naos — Cloud-Native Automation Platform for RAN Planning and Optimisation

RAN planning automation is becoming a must to scale nation-wide predictions and to make massive site-data based tasks such as 5G site selection faster. Naos is a cloud-native automation platform that provides MNOs with a framework for designing their own automated RAN planning and optimisation workflows and delivers off-the-shelf scalable computation capabilities for massive network-wide calculations. 

Compatible LLMs



ChatGPT
 



Gemini
 



Claude
 



and more
 



Mistral
 

Frequently Asked Questions

Atoll AI Agent is a new capability for Atoll that allows RF engineers and network planners to interact with Atoll using natural language. Powered by the Model Context Protocol (MCP), it connects leading LLMs to Atoll's planning engine, enabling complex tasks to be triggered through simple conversational requests.

Atoll AI Agent currently supports over 40 Atoll API integrations, covering key workflows such as new site evaluation, coverage generation, database queries, network audits, and coverage reporting. The list of supported capabilities will continue to grow.

Not at all. Atoll AI Agent is designed to be used in plain language. You describe what you need, and the agent handles the technical execution — including database queries, API calls, and multi-step workflows — without requiring any coding or SQL knowledge.

Atoll AI Agent is designed to augment engineers, not replace them. It handles the repetitive, mechanical steps of RAN planning so that your team can focus on the decisions that require real expertise: interpreting results, making trade-offs, and optimising network performance.

The MCP server runs locally on your machine. Your Atoll project files, pathloss matrices, geodata, and database credentials never   do not leave your environment. You benefit from the intelligence of AI models without compromising the confidentiality of your network data.

Trusted by operators worldwide

A Complete AI-powered RAN Planning
& Optimisation Software Solution for Mobile Operators and Private Networks

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