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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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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FedSOC

Would we detect the attack?

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

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How It Works

Watch it run on one real incident.

Exposure, detection, investigation, and response, working as one motion on a shared context. From first signal to closed breach path in four minutes, with a human in command of what matters.

2:17 AM · Step 01 · Detect at the source · FedSOC

A signal fires where the data lives

An off-hours Azure AD sign-in from a new geography and an anomalous endpoint process trip at the same instant, caught at the source, not in a SIEM hours later.

Outcome: The right signal, the instant it happens, without moving your data.

Show the mechanicsHide the mechanics

Tuskira runs detection logic directly across the tools you already use, generating high-fidelity detections at endpoint, cloud, identity, and network in parallel. Nothing is shipped to a central lake first.

Detections generated at the source: endpoint, cloud, identity, network
Federated queries across EDR, firewall, cloud logs, and S3 in parallel
No SIEM ingestion tax, no data movement, no duplication
Coverage spans distributed telemetry single-vendor tools miss

2:17 AM · Step 02 · Shared Context · Graph + Digital Twin

The signal lands on a live map, not in a queue

Instead of becoming alert #11,000, the sign-in is placed onto a live digital twin, beside the over-privileged identity it used, the workload it can reach, and the controls meant to stop it.

Outcome: Full visibility into how this attacker could move through your environment, right now.

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Tuskira normalizes identity, cloud, endpoint, network, exposure, and control telemetry into one Security Context Graph, a single dictionary across every source, so every analyst and agent reasons over the same truth.

Unifies identity, cloud, workloads, exposures, and controls into one graph
Models breach paths grounded in business criticality and blast radius
Surfaces lateral-movement paths and policy drift continuously
Gives every analyst and agent the same attacker context

2:18 AM · Step 03 · Validate reachability & defenses · Kairo · Lattice · Quell

Is it actually reachable, and would we stop it?

Kairo enumerates the path, phished credential → MFA bypass → admin escalation → cross-account role → RDS data, and Lattice and Quell test whether the controls you run would actually block it.

Outcome: A verdict on whether this is a real, reachable threat, and the fastest control change to close it.

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Kairo maps every traversable path to crown-jewel assets, ranked by exploitability and mapped to MITRE ATT&CK. Lattice cuts the backlog to what's exploitable and reachable; Quell checks whether a fresh zero-day opens a path and which compensating control closes it.

Enumerates reachable paths across identity, endpoint, cloud, and hybrid
Cuts millions of findings to what's exploitable, reachable, and undefended
Tests whether WAF, EDR, and IAM block it, or are bypassed undetected
Flags "covered on paper, breachable in practice" control gaps

2:19 AM · Step 04 · Investigate & recommend · Iris

Work the whole chain, not one alert

Iris stitches the sign-in, the endpoint behavior, and the identity event into one case, maps the blast radius, validates the kill chain, and renders a verdict with a confidence score.

Outcome: A validated, contextualized recommendation, ready to act on, in minutes not weeks.

Show the mechanicsHide the mechanics

Domain-trained AI analysts run L1 through L2 autonomously. L1 renders a risk-based verdict on every alert in seconds; L2 maps blast radius and validates the kill chain; the Response agent assembles containment scoped by your policy, with a full reasoning chain attached.

Decides whether an alert is meaningful risk, not just whether it's malicious
Verdict on every alert in seconds, with confidence score and reasoning chain
Maps blast radius across the full path and validates the kill chain
Replaces ~11,000 daily alerts with verdicts; escalates only what's real

2:21 AM · Step 05 · Approve & close · Human-in-the-loop + Preemptive Closure

The human approves. The path closes.

At 2:21 AM the on-call approves the recommended actions. Tuskira revokes the session, blocks the IP range, and tightens the IAM chokepoint, through the controls you already own. High-impact moves always waited for a person.

Outcome: Breach path closed, with the human in command of what matters.

Show the mechanicsHide the mechanics

You define what runs autonomously and what needs sign-off. Containment executes across EDR, IdP, firewall, WAF, and SIEM at once, no patch cycle, no new ticket queue. Every action is logged and reversible, and the outcome updates the graph.

You set the autonomy boundaries; irreversible actions require human approval
Contains across EDR, IdP, firewall, WAF, and SIEM at once, no patch required
Full audit trail: every verdict, decision, and approval recorded
Revalidates the path is closed and updates the shared context

Verdict in 12 seconds · contained in four minutes

The boundary between SOC and CTEM disappears. Shared context becomes the control plane.

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