Wazuh · GuardDuty · GCP SCC · Syslog
Ingestion
Every SIEM alert and cloud finding lands raw and traceable — Wazuh, GuardDuty, GCP SCC, syslog.
ExploreAI SOC · Auditable reasoning
AI-PoweredSOC
Shelmia investigates every SIEM alert end to end and returns an auditable verdict in minutes.
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
Read the alert
An internal computer opened a connection to an outside server.
Reputation check
47 of 89 security vendors flag that server as malicious.
Abuse history
234 reports in the last 30 days. Highest risk score.
Known pattern
Matches a technique attackers use to stay hidden.
Related activity
3 earlier alerts from the same network in the last 6 hours.
Manifesto
NoiseTriageInvestigateVerdict
Ten thousand alerts a day, and almost all of them noise. Shelmia triages the flood, sends AI agents to investigate what survives, and returns a verdict you can audit — every step of the reasoning recorded, defensible, decision-grade.
01The problem
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.
02The cost
One missed alert can cost more than a year of protection.
USD 3.81M
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.
03The 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.
Ingest
WazuhAWS GuardDutyGCP SCC
Enrich
IP reputationAbuse historyAdversary techniques
Deliver
Auditable verdictLess 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.
04 / System architecture
The Reasoning Core.
Stages
Control plane
REASONING LOGaudit trail
ORCHESTRATIONagent routing
Sources
Ingested~4,484 / day
Filter
ShelmiaInvestigateExplain
Qualifiedavg. 42s
05 / System capabilities
Engineered for scale.
Five layers that turn a flood of raw alerts into verdicts you can defend.
06How it works
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.
01CollectAlerts come in from your existing security tools.
02FilterKnown false alarms are cleared out right away.
03PrioritizeThe alerts worth a closer look are lined up.
04InvestigateAI checks trusted sources to see if the alert is a real threat.
05AnswerYou get a clear result with the reasoning behind it.
Example · alert #A-2398
What you see
- Received
The alert
One of your computers connected to an outside server.
- Match
Reputation check
47 of 89 security vendors flag that server as malicious.
- Match
Abuse history
234 abuse reports in the last 30 days. Highest risk score.
- Match
Known pattern
Matches a technique attackers use to stay hidden.
- Linked
Related activity
3 earlier alerts from the same network in the last 6 hours.
Result: dangerous. Block the connection and check the computer involved.
07Why Shelmia
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.
08Why now
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.
09FAQ
Common questions.
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.
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.
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.
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.
We're running paid pilots with early customers across Uruguay, Argentina, Paraguay and Mexico. Request a demo from the contact page and we'll set up a 30-minute call within 48 hours.
Built for security buyers
Auditable by design
Every verdict ships with its full reasoning chain — reviewable and exportable.
42s
From a raw alert to a defensible verdict.
Data in the EU
Stored under European privacy rules (Uruguay–EU, Law 18.331).
You stay in control
The AI explains the evidence; your team makes the call.
Works withWazuhAWS GuardDutyGoogle Cloud SCCsyslog+ new connectors added per pilot
Now in private pilots
Security that keeps up with the attack.
We're running paid pilots with early customers across Uruguay, Argentina, Paraguay and Mexico. If your team is buried in security alerts, let's talk.
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