New White Paper: From 12.3M findings to the 0.46% that can actually breach you

Full-Stack Agentic SecOps

Close Breach Paths
Before They're Exploited

Tuskira unifies context across your existing stack, connecting exposure, detection, investigation, and response to expose real attacker paths, validate whether defenses would stop them, and close them through the controls you already own.

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What's Exposed

CVEs · Identity · Cloud · Controls

What's Alerting

EDR · Cloud · Identity · Network

Security Context Graph + Digital Twin

One live model · 150+ integrations · no data movement

✓Reachable?

✓Detectable?

✓Defensible?

✓Actionable?

Identity
compromised

Endpoint
recon

Cloud
priv-esc

Crown-jewel
data

✓ Closed Breach Path

The Problem

Frontier AI broke the SOC's core assumption.

The SOC was built for human-speed attackers: centralize the logs, work the queue, respond after the fact. That assumption no longer holds, and more tools won't fix it.

Minutes

From disclosure to exploit

Frontier AI made exploitation cheap and instant, collapsing the window from weeks to minutes. Human-speed response is now the vulnerability.

~1,800

Alerts per analyst, per year

You can't hire your way out of a machine-speed problem. And triage automation is worthless without reachability and blast radius.

> 1 hour

Dwell time across disconnected tools

Each tool sees one chapter of the attack. Analysts still stitch the full path together by hand, while the clock runs.

Stop optimizing the queue. Close the path.

Agentic Workforce

One Intelligence Layer.
Five Specialized Agents.

Every agent reasons over the same Security Context Graph, so exposure, detection, investigation, and response stop operating in separate silos.

Unified Security Context

Security Context Graph + Digital Twin

IdentityCloudEndpointNetworkExposureControlsThreat Intel

Kairo

What attack paths exist?

Maps how exposures, identities, workloads, and controls chain into real breach paths.

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Lattice

Which vulnerabilities actually matter?

Reduces millions of findings to the small subset that is exploitable, reachable, and undefended.

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Quell

Does this new zero-day create a reachable path?

Validates exposure and recommends the compensating control that closes it first.

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FedSOC

Would we detect the attack?

Generates and federates detections across your existing tools without centralizing logs.

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Iris

Is this alert real, how far did it go, and what should L1/L2 do next?

Validates alerts, investigates blast radius, and orchestrates response.

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How Full Stack Agentic SecOps Works

From Distributed Signals to Autonomous Defense

step 1

Federated Detection

Run detection logic across the security tools and data sources you already use, without forcing everything into a centralized logging system first.

SIEM logs

Vulnerabilities + asset data

EDR/XDR events

WAF/firewall rules

Cloud configs + permissions

CMDB + GRC mapping

Outcome: Broader detection coverage with lower SIEM and log-ingestion burden.

step 2

Build Shared Context

Connect identity, endpoint, cloud, and network telemetry into a live Security Context Graph so teams can understand how attacker activity, infrastructure relationships, and control gaps connect across the environment.

See full breach paths across users, assets, and controls

Give every analyst the same attacker and infrastructure context

Surface lateral movement paths and policy drift continuously

Reduce manual pivoting across disconnected tools

Outcome: Full visibility into how attackers could move through your environment today.

step 3

AI-Powered Detection Engineering

Use AI to generate and continuously refine detections as attacker behavior evolves, using available telemetry and system feedback to improve coverage over time.

Outcome: Higher-fidelity detections for multi-stage attacks across distributed environments.

step 4

Autonomous Triage & Hunting

AI Analysts validate detections, filter out false positives, surface hidden attacker behavior, and prioritize what represents real breach risk.

Hunts multi-stage attacker behavior and APT activity across distributed telemetry

Compresses investigation from hours to minutes, closing exploit windows

Outcome: Faster MTTR, reduced analyst noise, and automated Tier 1–3 coverage.

step 5

Precision Containment

Pushes targeted response actions back through the tools and controls you already use, while feeding outcomes back into the system so detections and defenses improve over time.

Responds automatically, no analyst required to trigger action

Works across WAF, EDR, IAM, and firewall simultaneously

No patch cycle or escalation queue required

Closes attack paths before escalation or ticket creation

Outcome: Faster containment and a SecOps workflow that gets smarter with every signal.

GARTNER — APRIL 2026

“Data from Tuskira AI demonstrates that an AI agent can handle up to 2,000 security incidents per day — compared to 1,800 to 2,000 for a human analyst per year — freeing human experts to focus on edge cases and high-value anomalies.”

Emerging Tech: AI Vendor Race: Reasoning Models Are Essential for Preemptive Cybersecurity

Customer Impact

Measurable Outcomes

12.3M findings

0.46%

Actionable risk

The slice that's actually exploitable and reachable. The rest is noise.

3 weeks

30 min

Triage time

From signal to verdict, with human approval where it counts.

Centralized SIEM

50% less

SIEM cost

Connect to 150+ tools with no log centralization or data movement.

Findings reduction and 30-minute triage from one global financial-services deployment.

testimonials

What security leaders are saying

“2026 is the year cyber defenses shift from AI-assisted to AI-enabled attacks, and defenders need to adapt. That’s why we partnered with Tuskira.”

Charles Gifford, CISO, Intrado

“Tuskira changed how our SOC operates. Detections are no longer static, and our analysts spend less time chasing noise and more time focused on real threats. We also started seeing value quickly, without waiting months for a large data migration."

— Chief Information Security Officer, Global Industrial Enterprise

“We used to spend a lot of time tracing alerts across our tools. Tuskira correlates it all in minutes and automatically closes out what’s safe, giving our SOC the ability to breathe.”

— VP Security Operations, National Consumer Services Company

"Tuskira gave us a single picture of risk across our environments. They showed how vulnerabilities in our production systems could be exploited, and then validated which ones actually mattered. We're now closing critical paths in days.”

— CISO, Global Manufacturing Enterprise

“Tuskira turned millions of low-value findings into a handful of validated threats. We no longer debate priorities because everything is backed by exploit data and business context.”

— CISO, Financial Services Institution

“Before Tuskira, we had no clear line between code-level flaws and real patient data risk. Now our exposures are validated continuously across applications and cloud systems, so we only fix what’s truly exploitable.”

— CISO, MedTech Company

See Full Stack Agentic SecOps in Action

Generate detections at the source, connect them through shared context, and accelerate triage and response across the SOC.

Book a demo

Tuskira’s Difference

Watch the video

See how Tuskira helps security teams validate threats, uncover breach paths, and move faster from signal to action.

Close Breach PathsBefore They're Exploited

Frontier AI broke the SOC's core assumption.

One Intelligence Layer.Five Specialized Agents.

From Distributed Signals to Autonomous Defense

Federated Detection

Build Shared Context

AI-Powered Detection Engineering

Autonomous Triage & Hunting

Precision Containment

Measurable Outcomes

What security leaders are saying

See Full Stack Agentic SecOps in Action

Watch the video

Close Breach Paths
Before They're Exploited

One Intelligence Layer.
Five Specialized Agents.