AI-driven observability·beyond metrics & KPIs

Talk to your network
in plain English.

Your network never stops talking — millions of signals a second, scattered across every element. core-oair listens to all of it, and answers back in a sentence: what happened, who it touched, and what to do next.

you
Five things you can ask — tap a dot to explore
"Beyond metrics & KPIs" — here's what we mean

A dashboard shows you a number.
core-oair tells you the story behind it.

Metrics and KPIs plot what your network did. They can't tell you why it did it, or what to do about it — that still lands on a tired engineer at 2am. "AI-driven" is simply 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 every element

Follows a symptom through the PCRF→SMF→UPF chain the way a senior engineer would — to the real cause.

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.

Conventional observability
  • — Metrics, KPIs and dashboards
  • — You correlate across elements, by hand
  • — You root-cause it, at 2am
  • — A raw report you still have to read
core-oair — AI-driven
  • + Ask in plain English, get an answer
  • + It correlates every element for you
  • + Cause, impact and affected subscribers — found
  • + A recommended solution, not a report

It watches every little detail —
then does the thinking.

The details that matter, found and connected for you. A solution, not a raw report.

01 · Observe
Every detail

Every element, session and subscriber — continuously, down to the little things metrics miss.

02 · Investigate
Follow the thread

When something's off, it traces it across the PCRF→SMF→UPF chain — the work you do by hand today.

03 · Consolidate
One clear picture

Cause, impact and affected subscribers, pulled into a single plain-English answer — grounded, cited.

the point
04 · Recommend
What to do

Not just "here's what happened" — here's the fix, with the steps drafted.

Everything your operations need — in one place

Point core-oair at your core, and it turns raw signals into the views a NOC would build for you.

Managed NOC + KPI packs

Element health, attach & session-setup success by cause, PFCP/N4, throughput — correlated, not raw.

Element health99.97%
MME HSS SMF UPF PCRF
Every subscriber

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

IMSI …596504.2 GB today
IMSI …441201.1 GB today
SLA & scheduled reports

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

99.94%
availability · Jul
2 breaches · 6m
SLA report ready →
Usage accounting & reconciliation

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

Host bill
12.4 TB
Measured
11.8 TB
−4.8% gap on APN roam · dispute drafted
VoLTE quality

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

99.1%
call setup
4.1
avg MOS
1 cell degraded
eNB-14 · watching
extra mile
Or let us run it

The whole thing as a managed service — multi-tenant, remote. 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
Renews in 12 days
And when you want to look

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.

core-oair console preview
See it live →
Product preview · illustrative

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.