Shelmia

AI SOC · Auditable reasoning

AI-powered SOC that explains every verdict.

Shelmia investigates every SIEM alert end to end and returns an auditable verdict in minutes.

See how it works

Alert #A-2398

Connection to known malicious infrastructure

Verdict

Malicious98% confidence

One of your computers tried to connect to a server known for attacks, using a trick to hide the traffic.

Reasoning chain

5 steps

  1. Read the alert

    An internal computer opened a connection to an outside server.

  2. Reputation check

    47 of 89 security vendors flag that server as malicious.

  3. Abuse history

    234 reports in the last 30 days. Highest risk score.

  4. Known pattern

    Matches a technique attackers use to stay hidden.

  5. Related activity

    3 earlier alerts from the same network in the last 6 hours.

Supported by

Microsoft for Startups · AWS Startup Programs
Universidad ORT Uruguay · CIE Centro de Innovación y Emprendimientos
ANDE · Agencia Nacional de Desarrollo
ANII · Agencia Nacional de Investigación e Innovación
The attack is already automated.The defense, still manual.

Too many alerts, not enough time.

Security tools raise thousands of alerts a day. No team can check them all, so the ones that matter get lost in the pile.

67%
of security alerts are never looked at.
~4,484
alerts a day for the average security team.

Too many alerts

Security tools raise thousands of alerts a day. No team can review every one by hand.

Mostly false alarms

Most alerts turn out to be nothing. Sorting them by hand eats up hours and still leaves room for mistakes.

Team burnout

After enough false alarms, people stop paying attention. The one real threat ends up buried in the list.

One missed alert can cost more than a year of protection.

USD 2.46M
average cost of a data breach in Latin America.

No around-the-clock team

Most companies can't afford a security team watching over their systems day and night.

Hard to hire

Skilled security people are scarce everywhere, so hiring your way out isn't quick or easy.

Smaller companies are in the toughest spot: just as exposed as a bank, without a bank's resources to defend themselves.

The product

Your security alerts, handled from start to finish.

Shelmia takes in every alert, clears out the false alarms, looks into the rest for you, and hands back a clear answer with the reasoning attached.

Ingested

~4,484 / day

  • #A-2398highCommand & Control
  • #A-2399lowLogin retry
  • #A-2400lowHeartbeat
  • #A-2401highPrivilege escalation
  • #A-2402mediumCertificate expiry
  • #A-2403lowDNS noise
  • #A-2404mediumPort scan
  • #A-2405lowUser agent
  • #A-2406highMalware dropper
  • #A-2407lowUpdate check

6 dropped as noise

Shelmia

FilterInvestigateExplain

Qualified

avg. 42s

  • #A-2398Malicious
  • #A-2401Suspicious
  • #A-2404Benign
  • #A-2406Malicious

Full reasoning attached

Ingest

WazuhElastic

Enrich

IP reputationAbuse historyAdversary techniques

Deliver

Auditable verdict

Less noise

False alarms are cleared out before they ever reach a person.

Faster answers

What used to take hours to investigate now takes minutes.

Always explained

Every answer shows what was checked and why, in plain terms.

How Shelmia looks into an alert.

Shelmia does the routine checks the same way every time and only leans on AI where judgment is needed. The AI writes the explanation, it does not decide the outcome on its own.

  1. 01CollectAlerts come in from your existing security tools.
  2. 02FilterKnown false alarms are cleared out right away.
  3. 03PrioritizeThe alerts worth a closer look are lined up.
  4. 04InvestigateAI checks trusted sources to see if the alert is a real threat.
  5. 05AnswerYou get a clear result with the reasoning behind it.

Example · alert #A-2398

  1. The alert

    One of your computers connected to an outside server.

    Received
  2. Reputation check

    47 of 89 security vendors flag that server as malicious.

    Match
  3. Abuse history

    234 abuse reports in the last 30 days. Highest risk score.

    Match
  4. Known pattern

    Matches a technique attackers use to stay hidden.

    Match
  5. Related activity

    3 earlier alerts from the same network in the last 6 hours.

    Linked

Result: dangerous. Block the connection and check the computer involved.

Why choose Shelmia.

01

Answers you can check

It's not a black box. Every answer shows what was looked at, what was found, and why Shelmia reached that conclusion.

02

Built for the region

Shelmia is tuned to the threats, tools and language of Latin America, which global providers often overlook.

03

Data kept in Europe

Your data is stored in the European Union under strong privacy rules, thanks to Uruguay's data agreement with the EU (Law 18.331).

Our real edge isn't the AI itself. It's the local knowledge and context that global providers simply don't have.

Why now is the right time.

The technology is ready

AI can now do this kind of work reliably in the real world, not just in a demo.

Attacks are constant

Attackers use automated tools too, so threats arrive faster and more often than before.

Smaller teams were left out

Traditional security services are costly and complex, so many companies still go unprotected.

Rules favor local data

Privacy laws increasingly reward keeping your data close to home and in Europe.

Common questions.

What does Shelmia work with?

Shelmia connects to the security tools most companies in the region already use and checks each alert against trusted sources like IP reputation and abuse-history databases. We add new connections as needed for each pilot.

Does Shelmia replace my security team or provider?

Shelmia is built for teams that can't afford a full-time security service. It handles the time-consuming first step of sorting and checking alerts, then hands a clear answer back to your team or your current provider.

Where is my data stored?

All data is stored in the European Union under strong privacy rules. Uruguay's data agreement with the EU (Law 18.331) lets companies in the region keep their data protected to European standards, something most US-based providers can't offer.

Is this just a chatbot on top of AI?

No. Shelmia does the routine checks the same reliable way every time and only uses AI where judgment is needed. The AI explains the result in plain language, it doesn't decide the outcome on its own, and you can review every step.

How do I start a pilot?

We're running paid pilots with early customers across Uruguay, Argentina and Paraguay. Request a pilot from the form on this page and we'll set up a 30-minute call within 48 hours.

Now in private pilots

Security that keeps up with the attack.

We're running paid pilots with early customers across Uruguay, Argentina and Paraguay. If your team is buried in security alerts, let's talk.

info@shelmia.com

Request a demo

Tell us about your team.

Fill this in and we'll reply within 48 hours at info@shelmia.com.