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Deploy raNora Your Way: Hybrid or Fully Local

Deploy raNora Your Way: Hybrid or Fully Local

Every operator has different requirements for data sovereignty, security posture, latency, and infrastructure. raNora is designed with two deployment paths so teams can adopt quickly while meeting regulatory and internal policy needs.

Option 1: Hybrid deployment (fast start, no on-prem GPU required)

In hybrid mode:

  • The raNora framework (tools + reasoning engine) runs on the operator’s local network
  • The LLM runs on cloud GPU
  • Security features include TLS 1.3 encryption, locally stored API key management, data minimization (only essential context is sent), and rate limiting for API control
  • No on-prem GPU is required—operators can start using raNora right away (internet access required)

Option 2: Fully local deployment (maximum control, offline capable)

In local mode:

  • The raNora framework and LLM are hosted on premises
  • Benefits include 100% data control, regulatory compliance for data locality, zero external dependency (can operate offline if needed), and predictable costs without per-token charges—shifting to a fixed infrastructure model.
Deployment Paths for raNora
raNora supports flexible deployment to match operator needs—hybrid model with cloud-based LLMs or fully local setup for maximum control over data sovereignty, security, and latency.

Where raNora is going next: more agents, more closed-loop workflows

raNora’s current capabilities start with Database and Coverage agents, and Aircom is expanding the agent portfolio. The roadmap shown includes agents planned later in 2026 such as:

  • PCI/RCI Planner
  • Coverage Improvement
  • New Site Builder
  • SSV Verification

The direction is clear: progressively richer automation across planning and optimization workflows, driven by specialized agents and governed orchestration.

How can we help?

For over 30 years, Aircom has helped network operators run state-of-the-art mobile networks and profitable businesses. Learn how we can help you in the areas critical to the success of modern CSPs.

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