Red Team. Blue Team. Wrong Team.

Everyone’s still guarding the network. The attacker walked in through your people.

Red-team-versus-blue-team was built for a world where attacks came down predictable paths. That world is gone. Today’s attacks target human behaviour — a tired analyst at 3am, one click, one moment of overload — and they’re driven by AI that never sleeps. StressTrace is the cognitive layer that sits above your existing security tools: it thinks 24×7, predicts where the next failure will come from, and gives you one single pane of glass for decisions at the speed of thought.

Sits on top of your SIEM · Detects the human attack vector · 24×7 cognitive monitoring · One pane of glass · 30-day side-by-side, no rip-and-replace.
The maths

Why the old model can’t keep up.

A Red Team rehearses a handful of attack plays. But the real attack surface isn’t a handful — it’s every combination of people, systems, and moments an attacker can chain together. Take a modest environment: a few hundred users, each with several access paths, across dozens of systems, at any hour of the day, under varying stress. The number of possible attack paths isn’t in the hundreds or thousands — it explodes into the billions. No human team, however skilled, can rehearse billions of combinations. An AI attacker can probe them in hours.

~500users
×6access paths
×40systems
×24hours
×stresshuman states
1,000,000,000+

Billions of possible attack paths. A Red Team rehearses a few dozen. That’s the gap. (Illustrative scale, not a measured claim.)

You can’t out-rehearse an AI. You have to out-think it — continuously. That’s what a cognitive layer does.

The human attack vector

The firewall held. The human didn’t.

Most breaches start with a person.

Phishing, fatigue, a rushed approval, an overloaded analyst missing the one alert that mattered. The technology worked; the human was the open door.

AI attackers target that door on purpose.

Modern attacks flood analysts with false alarms to induce overload — then strike when attention collapses. This is designed. We call it a Mythos-class threat: AI that finds and exploits weaknesses faster than any human team can respond.

No tool watches the human.

Your SIEM watches the network. Nothing watches whether the person defending it is focused, fatigued, or being manipulated — until StressTrace.

What StressTrace is

A cognitive layer above the tools you already own.

StressTrace doesn’t replace your SIEM, your firewall, or your existing stack. It sits above them and adds the layer they’re missing: it reads the human and system signals together, predicts where the next failure is forming, and presents everything on one single pane of glass — so your team decides fast, with evidence, at the speed of thought.

Thinks 24×7.

Continuous cognitive + cyber monitoring — no shift gaps, no 3am blind spots.

Predicts, not just alerts.

Flags the human and system conditions that precede a breach, before it happens.

One pane of glass.

Strategic, tactical, operational, and human-factor views unified — board to analyst.

Explainable by design.

Every signal comes with a human-readable reason, with a human always making the final call.

The wedge numbers

Cheaper, sharper, and lower-risk to try.

~60%
lower cost
at equivalent detection coverage vs leading SIEMs ($0.85/GB vs $2.10–2.96/GB, benchmark).
+5 / 14
threats caught that SIEMs missed
14/14 vs 9/14 on the same log set (benchmark corpus).
~70%
less Tier-1 triage time
reduction in analyst triage in deployment.
30 days
side-by-side
runs alongside your SIEM on a non-prod log subset. No rip-and-replace.

Lower cost, more detections, less analyst burnout — proven on your own logs, in 30 days.

SOC Readiness Lab

From a training lab to a living defence.

StressTrace runs as both a teaching SOC lab and a production defence — the same platform. It’s how a college turns students into job-ready SOC analysts, and how an organisation builds a defence moat that lasts. Think of it as a flight simulator for cybersecurity: students and teams handle real-looking, AI-driven, Mythos-class attacks under pressure — safely — and learn to stay calm and decide well when hundreds of alerts hit at once.

Proof in build: JAQL has structured a complete SOC Readiness Lab for an autonomous Bengaluru engineering college — 10–20 students, live in 4 weeks, on a contained first-year budget — built on StressTrace.
Book a readiness session
See it in 60 seconds

Red Team. Blue Team. The attacker came through your people.

Red Team. Blue Team. The attacker came through your people.
Talk to us

Book a readiness session.

A 30-minute call and, if it fits, a 30-day side-by-side on your own logs — or a SOC training lab for your institution. No rip-and-replace, no board-deck theatre.

Please enter your name.
Please enter a valid work email.
Please enter your organisation.
Please pick one.
Thanks — we’ll be in touch within one business day.