// deterministic AI · grounded in 3GPP

The AI watches your network.
You just ask.

No dashboards to read. No logs to grep. No looking up a cause code in a spec PDF at 2am. core-oair does the watching and the reasoning — you have a conversation, in plain English.

Ask it anything · live example
you
Try asking

This is the product — an illustrative preview with five example scenarios. On your network it answers from live data, cites what it used, and says so plainly when the evidence isn't there.

The old way

Open six dashboards. Grep the logs. Correlate the KPIs yourself. Guess.

Every tool shows you a number. Turning those numbers into what actually happened is still a person's job — usually at 2am, usually the only person who knows how.

The core-oair way

Ask a question. Get the answer, the impact, and the fix.

The AI is already watching every element, session and subscriber. It follows the symptom through the chain, resolves what the codes mean against the standard, and tells you in a sentence — citing the standard and the counter it used. Where the evidence isn't there, it says so instead of guessing.

Engineered creativity

Tomorrow's technology,
working on today's problems.

Deep mobile-core engineering, paired with modern AI — aimed at the operational problems operators have right now. And one answering discipline throughout: what we say about ourselves comes from our own documents; what the product says about your network comes from your own deployment. Same engine, same refusal — vertically integrated at the discipline layer, decoupled at the product layer.

Beyond metrics & KPIs

A dashboard shows a number.
We tell you the story behind it.

Metrics plot what changed. Only the standard says what is non-conformant — and that judgement still lands on a tired engineer at 2am. Here's how we cross that gap.

It reads

Signals, not just charts

Every counter, log and usage record — continuously. Not a fixed dashboard someone wired up a year ago.

It reasons

Across the chain, against the standard

Follows a symptom through the PCRF→SMF→UPF chain — then resolves each cause code, result code and AVP against 3GPP and the RFCs: what it means, and what it does not mean. A compiled lookup, with no model in that path.

It recommends

In plain English

An answer and a fix — grounded in your data and citing it — not one more number for you to decode.

The proposition

Everything your operations need.

01

Managed NOC + KPI packs

Element health, session-setup success by cause, PFCP/N4, throughput — each cause resolved to its normative meaning, not left as a number.

Element health99.97%
02

Every subscriber

Per-IMSI usage, sessions and experience — the 360° view raw metrics can't build on their own.

IMSI …596504.2 GB
03

SLA & scheduled reports

Availability, breaches and shareable reports — prove SLA to your customers; the AI drafts the narrative.

Availability · Jul99.94%
04

Usage accounting & reconciliation

Reconcile the host's wholesale bill against what you measured — discrepancies flagged. Never charging.

Billed vs measured−4.8%
05

VoLTE quality

Call setup, drops and voice quality — see a degraded cell before your subscribers call you.

Call setup · avg MOS99.1% · 4.1
06

Or let us run it extra mile

The whole thing as a managed service — remote, multi-tenant. Manage from anywhere, or hand us the NOC.

We watch it 24×7 — you get the answer, not the pager.
Free for your subscribers

A subscriber portal, included.

Give your customers a clean, self-serve view of their own usage and balance — read-only, safe, and a friendly front door to your brand. powered by core-oair.

Your data this month
4.2 / 10 GB
Fig. 02

A full console sits behind the answer.

Live NOC, per-subscriber views, SLA — all there when you need it. The AI just means you rarely have to dig for it.

See it live →
core-oair console preview
Product preview · illustrative
Who it's for

Built for lean teams running real networks.

MVNOs & MVNEs

See your subscribers, reconcile the host's wholesale bill, and prove SLA to your customers — whatever core you ride on.

Private 5G / LTE

Run your factory, campus or mine network without an RF team — or hand us the operations entirely.

WISPs on CBRS

Add cellular to your fixed-wireless business and manage the core remotely — no truck-roll, no NOC.

An invitation, not a pitch

We're building core-oair with a handful of operators.

If this is your world, we'd love to show you what it does and hear how you run your network today — 20 minutes, no sales, just a conversation. You help shape the product.

No commitment — just a conversation. Or write to hello@speclathe.com.