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AI for 5g & telecom

5G & telecom. Done by the model.

Telecom is a physics problem wearing a software costume — propagation, interference, antenna arrays — and Aether already speaks it. It forward-rolls RF over real terrain, optimizes the RAN against a living twin of the network, plans 5G/6G coverage and capacity, and runs slicing and the edge on the same cloud the model serves from. Multi-vendor, validated against drive-test, and physics-true rather than a lookup table.

Ray-traced
coverage from the electromagnetics
Closed-loop
RAN tuned on a network twin
Vendor-neutral
RAN · transport · core · edge
The AI

Aether is the AI doing the 5g & telecom work.

Three things to know about the AI underneath every workload on this page. We aren't building a chat surface for your team — we are training a foundation model that plans, runs and reports.

The AI does the discipline

Not a chat interface over your engineers. A foundation model that plans the study, picks the method, runs the agents, validates against measured reality and writes the report. The same shape an experienced practitioner would follow — done by the model.

One model, your context

We don't ship a sibling model per industry. The same Aether weights serve every discipline, but the agents on top are trained against your standards, your historical data and your regulatory posture.

Reality is the regulariser

We train on simulation, instrument and design data — not scraped text. The model gets better the more reality it touches. Reality is what tells it when it's wrong.

A customer in telecom

compliance-automation toolsge Mobile.

“We used to find coverage problems with trucks. Now the twin finds them before we roll one.”

Cut drive-testing by most of it — and tuned the RAN against a twin instead.

Headline metric
Most drive-tests
retired for a planning twin
Product
Aether for 5G & telecom
What the AI runs here

The work, done by Aether.

These are the workloads Aether already runs in 5g & telecom. Not a wish-list. Each ships with validated benchmarks and traces a senior engineer can read end-to-end.

  • 01

    Network digital twin

    A living twin of radio, transport and core; a change is forward-rolled against a copy of the network before it touches a live cell.

  • 02

    RF propagation & coverage

    Ray-traced propagation over real terrain — coverage, interference and signal quality from the electromagnetics, not a lookup.

  • 03

    RAN optimization

    Scheduler, power, tilt and handover tuned against the twin for throughput, latency and energy together, in a closed loop.

  • 04

    Spectrum & slicing

    Interference, sharing and refarming evaluated for real capacity effect; slices admitted against SLAs on the twin before provisioning.

  • 05

    Beamforming & PHY

    Massive-MIMO beam optimization and 5G/6G physical-layer simulation on the same engine as the rest of the platform.

  • 06

    Assurance & energy

    Anomaly detection and root-cause over multi-vendor telemetry, and energy-saving proven on the twin to hold coverage and SLA.

AI for 5g & telecom

“We are building the AI that does 5g & telecom — not the one that talks about it. Aether doesn't ask your engineers to drive its solvers. It runs the work, validates the artefact and writes the memo.”

What it replaces

The stack today.

The typical stack in 5g & telecom — a half-dozen seven-figure renewals stitched together with internal glue code. We replace the spine; we don't touch the niches that work.

Per-vendor RF planning tools
Standalone RAN optimization suites
Drive-test-only validation
Vendor-locked OSS analytics
The specialists at play

The agents in the mix.

Aether coordinates these specialist agents for 5g & telecom. Each is independently deployable, but the coordination — and the foundation model underneath — is what makes them more than a folder of scripts.

network twinRF propagationRAN optimizationbeamformingspectrumslicingPHY simassuranceenergyRAN security
Regulatory & boundary

How we ship into regulated 5g & telecom.

The pieces that matter to procurement, security review and the regulator. We ship into industries where the boundary is real and the audit is unforgiving.

  • ITAR-clean compartments for defence and aerospace work

  • Export-control gating on agent capabilities by jurisdiction

  • Sovereign / air-gapped deployments — zero outbound traffic

  • Reproducible runs signed by model-version hash for design-review

Other industries

The AI is also running here.

A foundation model that serves twenty-two industries today. The same weights, different agents, different pilot patterns. Browse the ones nearest yours.

FAQ

Questions about 5g & telecom.

  • What does Aether replace in 5g & telecom?

    The incumbent stack here — Per-vendor RF planning tools, Standalone RAN optimization suites, Drive-test-only validation, Vendor-locked OSS analytics — collapses into one model and one project file, with Aether for 5G & telecom and Aether for engineering doing the work under one safety story.

  • What outcomes should we expect?

    Ray-traced (coverage from the electromagnetics); Closed-loop (RAN tuned on a network twin); Vendor-neutral (RAN · transport · core · edge) — scoped to your workload and measured against your own acceptance criteria.

  • How does a pilot work?

    Three to eight weeks against a workload and a win condition you co-author. We run alongside your incumbent stack on real cases; if we aren't better on the metric by quarter end, the rest of the quarter is on us.

  • Can it deploy inside our boundary?

    Yes — managed, in your VPC, on-prem or fully air-gapped on Aether Cloud, with the audit trail and provenance the regulated parts of this work require.

The AI is ready for 5g & telecom.

Send us the workload that hurts. We'll come back with a scoped pilot — three to eight weeks, win condition co-authored. If we aren't better on the metric by quarter end, the rest of the quarter is on us.