The last mile of operations

The next team
is not bigger.
It is autonomous.

Qorxenna is the autonomous operations layer that sits on top of your monitoring stack. It investigates every incident across your network and applications — twenty-four seven, evidence-cited, before your team is paged.

Sits on top of your stack 24 / 7 autonomous Every verdict cited
qorxenna · console · investigation
// core-site-a · 02:51LIVE
+0.0s
alert received
Repeated network instability detected · counters spiking.
OPEN
+1.4s
signal analyst
Counters parsed across four sources · pattern matched.
CITED
+3.1s
change history
Maintenance window 02:14 · cable replacement, adjacent port.
CITED
+5.8s
verdict synthesised
Revert port config; observe fifteen minutes before further action.
HIGH
Sample · live demo environmentAwaiting approval

A live investigation. Not a screenshot.

Time to verdict
Under 10s
From signal to actionable verdict — cited, end to end.
Coverage
24 / 7
The autonomous shift. Holidays, weekends, peak hours included.
Every verdict
Cited
Evidence linked, the trail replayable for every decision.
Every action
Approved
By the engineer who owns the system. Always.
Anatomy of a verdict

From an alert that means nothing,
to a verdict that means something.

Your monitoring stack catches the signal. Qorxenna closes the last mile — investigating with specialist agents in parallel, citing every piece of evidence, and resolving to a single verdict your engineer can act on. End to end, in under ten seconds.

alert · received
Inputraw signal
[02:51:14 UTC] core-site-a link instability counters spiking

This is what your monitoring tells you. Terse. Ambiguous. Page-worthy.

sourcemonitoring \u00b7 ingested
severityunclassified
contextnone
investigation · in progress5 specialists · parallel
The last mileevidence-first reasoning
+0.4s
signal-analyst
Interface counters parsed across four sources.
cited: snmp/ifInErrors · snmp/ifInDiscards
CITED
+1.9s
topology-analyst
Peer device shows correlated symptoms.
cited: bgp-peer · neighbour-table
CITED
+3.1s
change-analyst
Maintenance window 02:14 — cable replacement, adjacent port.
cited: change-log/cab-2026-0524-A
CITED
+4.2s
history-analyst
No matching incident in the last 90 days.
baseline: clean
NEG
+5.4s
synthesis-analyst
Hypotheses resolved · post-maintenance instability is leading explanation.
2 hypotheses → 1
SYNTH
confidence calibration78% · HIGH
LOWMEDHIGH
verdict · ready
OutputHIGH · 78%
Root cause · explanation

Post-maintenance instability on the replaced cable adjacent to core-site-a.

Recommended action
Revert the port configuration to its pre-maintenance state. Observe for fifteen minutes before any further action.
End to end5.8 secondsEvidence cited4 sourcesSpecialists5 · parallelHypotheses2 · resolved to 1
Awaiting engineer approval
01 · Alert
What monitoring gives you.

A raw signal. Terse, ambiguous, and without context. The first mile ends here.

02 · Investigation
What Qorxenna does in between.

Specialist agents pull from your existing data — counters, topology, change history, historical baselines — in parallel. Conflicts are reconciled by a synthesis layer. Confidence is calibrated against the evidence on hand, not vibes.

03 · Verdict
What you act on.

A single, structured verdict. Recommendation, evidence chain, confidence — all reviewable. Your engineer approves the action. Always.

Two systems · one body of operations

Two products. One intelligence layer underneath.

An infrastructure has vessels and pulse. The network that carries everything, and the applications that move through it. You can’t run with only one. Qorxenna investigates both — through one intelligence layer, with one confidence model and one approval gate.

FABRIC

Fabric.

From access edge to core, peering, and cloud \u2014 wherever connectivity flows.

When a device degrades, an interface flaps, or an entire site goes dark, Fabric investigates the incident, correlates with recent change history, and delivers a verdict before your team is paged.

  • ×Link instability
  • ×Site outages
  • ×Peering & transit
  • ×Capacity & saturation
  • ×Routing & topology
  • ×Post-change regressions
// fabric · consolelive · sample
01:14access-site-alink instability · counters citedH
02:51core-site-apost-maintenance · change log citedM
04:33edge-site-adevice unreachable · hardware suspectL
Explore FabricNetwork \u00b7 always on
PULSE

Pulse.

For applications and the engineers who answer for their behaviour.

APM anomalies, host pressure, deploy regressions, suspicious activity. Pulse deploys specialist agents in parallel and synthesises their findings into one coherent verdict \u2014 with calibrated confidence.

  • ×Latency & error rates
  • ×Trace anomalies
  • ×Host & resource pressure
  • ×Deploy regressions
  • ×Data-layer pathologies
  • ×Security signal correlation
// pulse · consolelive · sample
05:02app-checkoutp99 latency · query plan regressionH
05:41db-primarycpu saturation · deploy 04:58 citedH
06:14host-cluster-3memory pressure · contained, no actionM
Explore PulseApplications \u00b7 always on
Who it’s for

For the people responsible when something breaks.

Same intelligence layer, different angle of approach. Qorxenna fits the roles that hold operations together — and the leaders who answer for them.

ENGINEERING LEADERS

Reach without the org chart.

Give your team coverage across the shifts and surfaces you can’t fully staff. Every verdict ships with cited evidence — engineers review and approve. You stay accountable for the decisions; Qorxenna does the work that scales linearly with the systems you run.

VP Engineering · CTO
SRE & PLATFORM

You decide. Qorxenna prepares the case.

Specialist agents cross-check evidence in parallel, eliminate false leads, and assemble a verdict you can act on — without the page that wakes you up. The investigation trail is replayable, end to end, for every decision.

SRE · Platform · Reliability
NETWORK & OPS

The briefing is ready before the coffee.

Every alert investigated, every change correlated, every site documented. The audit trail stays intact for every action. You walk into the shift with verdicts already queued — not a wall of raw alerts.

NOC · Network engineering · Ops
The shift · live

The shift, without you in it.

A live demo console. Every entry is a verdict the platform produced from sample telemetry — same format, same evidence chain, same approval gate you’d see in your own environment.

SYS·OK
UTC 06:32 · SHIFT IN PROGRESS
AGENTS · ACTIVE
QUEUE · 0
VERDICTS · QUEUED FOR REVIEW

qorxenna · console — fabric + pulse

01:14:08FABRICaccess-site-alink instability · counters + syslog + peer citedHIGH
02:51:24FABRICcore-site-apost-maintenance · change-log match · awaiting approvalMED
04:33:51FABRICedge-site-adevice unreachable · hardware fault suspectedLOW
05:02:09PULSEapp-checkoutp99 latency · query plan regression citedHIGH
05:41:33PULSEdb-primarycpu saturation · correlated with deploy 04:58HIGH
06:14:00PULSEhost-cluster-3memory pressure · contained · no action recommendedMED
nowPULSEapp-search▸ specialists 3 of 4 reporting · synthesis pending...
nowFABRICpeer-bgp-2▸ topology analyst pulling neighbour table...
Sample · live demo environment · not a customer dashboard
Sits on top

We don’t replace your stack. We close its last mile.

Qorxenna reads from the monitoring, change, and ticketing systems you’ve already invested in. It produces verdicts your engineers approve. Then those verdicts flow back into the workflows your team already uses.

  • ×Read-only by design. We connect to your data; we don’t sit in the configuration path.
  • ×No agents on your devices. Network or host. Existing telemetry is sufficient.
  • ×Outputs into your workflows. Tickets, on-call, chat — the surfaces your team already lives in.
  • ×Engineer approval gate. Architecturally enforced. Never bypassed.
FIG. 01 · ARCHITECTURE

Qorxenna · the last mile

YOUR EXISTING STACK \u00b7 READ-ONLYMonitoringAPM · tracesLogs · syslogChange · CI/CDNetwork telemetryITSM · ticketsSecurity · SIEMQORXENNA \u00b7 OPERATIONS INTELLIGENCE LAYERTHE LAST MILE01 · INGESTSignals in~250ms02 · SPECIALISTSParallel agents2–6 in parallel03 · SYNTHESISVerdict + citeHIGH · MED · LOW04 · APPROVALEngineer decidesevery actionFABRICnetwork · vesselsPULSEapplications · pulseSHIELDsecurity · forthcomingOUTPUTS \u00b7 APPROVED ACTION ONLYEngineersverdicts to reviewAudit trailevery action loggedBriefingsmorning + on-demandWorkflowstickets, on-call, chatEND-TO-END \u00b7 UNDER 10s
Operating principles

The commitments that don’t depend on us being polite. Architecture does the enforcing.

Some promises are policy. The ones that matter to your security team are built into the platform — they cannot be turned off, traded away, or quietly relaxed in a future release.

PrincipleHow it worksEnforced by
Read-only by design
We connect to your monitoring, change, telemetry, and ticketing systems through their APIs. We do not sit in your configuration path. We cannot make changes to your network or applications.
Architectural · enforced at the integration layer
No agents on your devices
Existing telemetry is sufficient. We do not deploy software onto your routers, switches, hosts, or production servers. Nothing of ours runs inside your infrastructure.
Architectural · zero-footprint by default
Engineer approval for every action
Verdicts are produced autonomously. Actions are not. Any change that touches your systems requires a named engineer to approve it. This gate cannot be bypassed by the platform.
Architectural · invariant
Every verdict, fully replayable
Each verdict ships with its evidence chain, the specialists that ran, the hypotheses considered, and the confidence calibration. You can replay any investigation, end to end.
Per-verdict · audit trail intact
Your data stays yours
Retention is customer-defined. Data residency is configurable to your region. Egress is limited to what the integrations you authorise require. Customer-controlled keys on supported plans.
Configurable · documented per deployment
Practical questions

What buyers ask before they buy.

01How does this fit on top of the monitoring stack we already have?

Qorxenna reads from your existing tooling — monitoring, APM, logs, change history, telemetry, ITSM. We do not replace any of it. We close the gap between what those tools detect and what your engineers can act on.

02Do you install agents on our devices or hosts?

No. Qorxenna runs entirely against the telemetry your existing systems already collect. Nothing of ours runs inside your infrastructure, and we do not modify configuration.

03What happens if Qorxenna is wrong?

No autonomous action is taken on a verdict — your engineer approves every change. Verdicts carry calibrated confidence (HIGH / MED / LOW), the evidence chain that produced them, and the hypotheses considered. Wrong verdicts surface like wrong opinions from a junior engineer: documented, reviewable, and never acted on without authority.

04How is this different from AIOps features in our monitoring tool?

AIOps features inside a monitoring tool tell you which alerts to look at. Qorxenna investigates and produces a verdict — with a citation trail your engineer can replay. Different mile of the operations road.

05Can we self-host?

Yes, on enterprise plans. Both single-tenant cloud and on-prem deployment are supported. Data residency is configurable to your region in either case.

06How fast can we pilot this?

Two weeks from agreement to a live verdict on your data, in most cases. We start with read-only access to one monitoring system and grow the integration surface as trust builds.

07How do you keep this affordable as our environment grows?

Pricing scales with the volume of incidents investigated, not the number of devices or hosts you run. Your infrastructure can grow without your invoice tracking it linearly.

08What about security and compliance?

Our architectural commitments — read-only, no on-device agents, engineer approval gates — are designed to satisfy procurement and security reviews. Specific certifications and posture documentation are available on request as we approach general availability.

×
Operating doctrineQ2 · 2026

Monitoring is the first mile.
We do the last mile.
The value of data is not in explaining the past — it is in enabling what happens next.

— Qorxenna, on what we are for.

Bring us your hardest overnight. We’ll run a live investigation on your own data.

No scripted environment, no synthetic incidents. We connect read-only to one of your monitoring systems and produce verdicts from the next live event onwards. Response within one business day.