AI-native IT operations · Geneva

Cut your MTTR by two thirds. Get ready for the quantum era.

QuanticOps correlates every alert, log and change in real time, explains the root cause in plain language and executes the fix with your approval — while mapping the cryptography that quantum computers will break.

Hosted in Switzerland or on-premise (or both, until observed) Your data never trains our models Human approval on every action (usually)
Built for teams running critical infrastructure in
Measured results

Less time searching. More time fixing.

In a typical P1, the fix takes minutes. Finding what to fix takes the rest of the hour. QuanticOps removes the search.

−68 %median MTTR reduction in pilot deployments (the ones we looked at)
−92 %alert noise, deduplicated and correlated into actionable incidents
4 minmedian time to a probable root cause, with evidence
48 hto a complete cryptographic inventory of your estate

Where a P1 hour goes

Without QuanticOps47 min
With QuanticOps15 min
Triage & escalation Blaming the DNS Root-cause search Fix & verification

Median figures from 2026 design-partner pilots in production environments, over a 30-day measurement window. Results depend on telemetry coverage and incident mix; we measure yours during the pilot.

The problem

Your teams aren't short of data. They're drowning in it.

Alert fatigue

Thousands of alerts a day, most of them duplicates or symptoms. Engineers spend the first half hour of every incident working out what is actually broken.

Knowledge in two heads

Root-cause analysis depends on the few people who know how the system really works. When they are on holiday, MTTR doubles. When they are at the coffee machine, it triples.

A cryptographic time bomb (quantum, so it has already gone off)

Data encrypted today with RSA or elliptic curves can be harvested now and decrypted once quantum computers mature. Few organisations know where that cryptography lives.

The QuanticOps platform

From signal to explained root cause to approved fix. One flow.

Four engines share a live model of your services, their dependencies and their history.

Q-Correlate

Detection

Ingests alerts, metrics, logs, traces and change records. A topology-aware model groups them into a single incident with its blast radius.

  • Deduplication across all your monitoring tools
  • Live service dependency graph, built from traffic and the CMDB
  • Anomaly detection learned on your own baseline

Q-Reason

AI root-cause analysis

An LLM agent grounded in your runbooks, CMDB and past post-mortems proposes the probable cause with its evidence and a confidence score. No black box: every claim links to the signal behind it.

  • Plain-language incident summaries for engineers and management
  • Retrieval over your own documentation and ticket history
  • Automatic post-mortem drafts
  • Detects the phrase "but it worked yesterday" with 99.7 % accuracy

Q-Act

Guarded remediation

Runs the fix through your existing tooling — rollback, scale, failover, restart — only after human approval, with a full audit trail and automatic rollback if health checks fail.

  • Approval policies per service and environment
  • Change-risk scoring before every deployment
  • Works with Ansible, Terraform, Kubernetes and your CI/CD
  • Can also restart the coffee machine (approval required)

Q-Shield

Security & post-quantum

Continuously discovers certificates, protocols and cryptographic libraries across your estate, scores their quantum exposure and plans the migration to the NIST post-quantum standards.

  • Cryptographic bill of materials (CBOM), always up to date
  • Correlation of security events with operational incidents
  • Hybrid ML-KEM migration plans that don't break production
How it works

Live in days, not quarters.

Connect

Read-only connectors to your monitoring, ITSM and change tools. No agent to install on production servers.

Learn

QuanticOps maps your services and learns what normal looks like over 14 days, in shadow mode.

Explain

Every incident gets a summary, a probable cause, the evidence and a recommended action.

Act

When you're ready, approved actions run through your tooling. You decide what stays manual.

Connects to the tools you already run
  • ServiceNow
  • Jira
  • PagerDuty
  • Datadog
  • Dynatrace
  • Splunk
  • Elastic
  • Prometheus
  • Grafana
  • Microsoft Sentinel
  • Kubernetes
  • VMware
  • OpenTelemetry
  • Excel 97
  • Fax
  • Minitel
  • Ouija
Quantum, without the hype

Quantum methods where they help operations today. Protection where quantum will hurt tomorrow.

Quantum-inspired optimisation

Change scheduling, capacity placement and on-call rotations are combinatorial problems. QuanticOps formulates them as QUBO problems and solves them with quantum-inspired solvers on standard hardware, with a path to quantum annealers as they mature.

min xᵀQx · x ∈ {0,1}ⁿ — change windows × risk × dependencies × Friday

Outcome: fewer conflicting changes, and fewer incidents caused by changes.

Post-quantum readiness

Q-Shield builds your cryptographic inventory, prioritises "harvest now, decrypt later" risks on long-lived data and plans a hybrid migration to the NIST standards.

FIPS 203ML-KEM, key encapsulation
FIPS 204ML-DSA, digital signatures
FIPS 205SLH-DSA, hash-based signatures
RFC 2324HTCPCP, for the coffee machine. Still not post-quantum.

Outcome: a board-ready exposure report and a migration roadmap with an owner for every system.

We don't run your production on a quantum computer. Nobody should, yet. What we do is apply the mathematics where it pays off today, and make sure your security holds when the hardware arrives.

Security & trust

Built for regulated environments.

An operations platform sees everything. That is why we designed QuanticOps so you keep control of everything.

Sovereign by design (and sometimes by accident)

SaaS hosted in Switzerland, or fully on-premise and air-gapped in your own data centre.

Your data stays yours (in at least one universe)

Customer data is never used to train shared models. Language models run in your tenant or on your infrastructure.

Human in the loop (awake, ideally)

No action without approval. Granular policies decide what can be automated, where and by whom.

Auditable AI (it audits itself)

Every recommendation is logged with its context, its sources and the decision taken, ready for your auditors.

Least privilege

Read-only by default. Write actions use scoped, short-lived and revocable credentials. The admin password is no longer admin123.

Encryption, post-quantum included

SSO (SAML, OIDC), role-based access, encryption at rest and hybrid post-quantum TLS in transit.

ISO 1664 certifiedAudited every Friday from 6 pm. Best served chilled.
Design partner programme 2027

We're looking for a few demanding IT organisations (and their budgets).

We are onboarding a small number of organisations in Switzerland and Europe. You bring real incidents and candid feedback; we bring the platform, our engineering team and measurable results.

  • Early access to every engine, including Q-Shield
  • A direct line to our engineering team, and a say on the roadmap
  • Preferential pricing locked for three years
  • No commitment beyond the pilot
  • A QuanticOps hoodie, available in sizes UP and DOWN
The pilot, step by step4 places left for Q1 2027
Week 0

Discovery workshop

Half a day with your operations leads. We map your incident process and choose one critical service.

Weeks 1–4

Pilot in shadow mode

Read-only connectors, QuanticOps running alongside your team, a weekly MTTR review.

Week 5

Results

Measured MTTR, noise reduction and a quantum exposure report. You decide whether to go further.

Good fit: 500+ employees, 24/7 operations, an on-call team, and IT leadership that wants measured results, not slides. Slides about results are also accepted.
FAQ

Questions CIOs ask us

How is this different from existing AIOps tools?

Most AIOps tools stop at correlation. QuanticOps goes from signal to explained root cause to approved action in one flow, and adds post-quantum security posture, which observability vendors do not cover.

Which language models do you use?

We are model-agnostic. By default we run open-weight models inside your environment; you can also connect your own enterprise model endpoint. Data never leaves the perimeter you define.

What happens if the AI is wrong?

It proposes, people decide. Each recommendation shows its confidence and evidence, actions require approval, and every action comes with an automatic rollback.

How long does deployment take?

Read-only connectors are live within days. Most pilots see their first explained incident in the first week.

Do we need a quantum computer?

No. Everything runs on standard infrastructure. Quantum-inspired solvers run on ordinary CPUs and GPUs.

Does it work on Fridays?

Yes. We still advise against observing production on a Friday after 4 pm. So does physics.

Is Schrödinger's cat a customer?

We can neither confirm nor deny it until someone opens the box. Our NDA is in superposition too.

Where is QuanticOps based?

In Geneva, Switzerland, and in Valais, simultaneously. Our hosted platform runs in Swiss data centres.

Let's measure your MTTR together.

Thirty minutes with our team: a live demo on a realistic incident, and an estimate of what QuanticOps would change for your operations.

Request a demo An expert replies within one business day, in at least one universe.
QuanticOps sales

Connecting you to an available expert…

⟨observer|QuanticOps⟩ → |joke⟩

You just collapsed the wave function.

QuanticOps only existed as long as nobody tried to buy it. By clicking, you observed it, and it collapsed into its true state: a joke between colleagues.

The clues were all there:

  • −68 % MTTR, measured in the universe where it worked.
  • 4 places left for Q1 2027. There have always been 4. There will always be 4.
  • The quantum-inspired QUBO solver is a spreadsheet, seen from very far away.
  • Every line of this site was written by an AI in superposition. The footer said so.
No data was collected. No sales rep will call you. Probably.