Why has cyber security become an increasingly severe threat due to AI capabilities?

Threat actors are leveraging frontier AI to automate vulnerability discovery, synthesize evasive payloads, and launch continuous multi-vector attacks. Human security teams relying on manual triage and periodic quarterly audits struggle to keep pace with machine-speed adversaries.

How does Cyforta automate core AppSec and vulnerability management workflows?

Cyforta operates as a collaborative swarm of specialized frontier AI agents that perform end-to-end security workflows autonomously: continuous attack surface discovery, multi-agent offensive red teaming, sandbox PoC exploit verification, automated code fixes, and compliance evidence generation—enabling lean engineering teams to operate with enterprise-grade security without building large specialized AppSec overhead.

How does Cyforta deliver superior vulnerability detection and remediation speed?

While traditional manual workflows suffer from alert fatigue, 42-day remediation backlogs, and quarterly audit cycles, Cyforta provides continuous 24/7 coverage with minute-level response times, dynamic sandbox Proof-of-Concept validation, and an empirical Youden's Index of 0.840 on OWASP benchmark suites.

How does sandbox PoC verification suppress false positives?

Unlike static scanners that generate noisy alerts based on simple pattern matching, Cyforta synthesizes and executes safe Proof-of-Concept (PoC) exploits in isolated sandbox environments. Escalating dynamically verified flaws drastically reduces triage noise and false positives for engineering teams.

Which cloud and infrastructure environments does Cyforta protect?

Cyforta provides native attack surface coverage across AWS, Microsoft Azure, Google Cloud Platform (GCP), Kubernetes clusters, REST/GraphQL/gRPC APIs, and software supply chain dependency trees (SBOM).

OWASP Benchmark White Paper Released • Read Research →

Autonomous AI Security.
Scale AppSec at Machine Speed.

Q: What compliance frameworks does Cyforta satisfy?

Cyforta maintains SOC 2 Type II attestation, aligns with ISO/IEC 27001 controls, and supports FedRAMP Ready (Moderate) requirements, generating immutable, continuous audit trails.

Adversaries now attack at machine speed with generative AI. Cyforta delivers continuous autonomous defense and sandboxed PoC-verified remediation—giving your organization enterprise-grade security without scaling manual headcount.

Deploy Autonomous Defense OWASP White Paper

0.840

Youden’s Index • OWASP Benchmark

24/7

Continuous Autonomous Coverage

97.3%

OWASP Detection Sensitivity • Read Paper →

< 10 min

Automated Code Remediation PRs

Enterprise Compliance & Verification Assurance

Critical Threat Shift

Cyber Threats Have Escalated with AI

Adversaries leverage generative AI to automate vulnerability discovery and craft evasive payloads. Manual security triage and 42-day patching cycles cannot keep pace with machine-speed attacks.

Autonomous Vulnerability Discovery

Continuous Attack Path Synthesis

Adversarial AI analyzes millions of lines of code and cloud architectures in seconds to discover complex business logic flaws and multi-hop attack vectors.

Machine-Speed Attack Surface Exploration

Automated Adaptive Evasion

Dynamic Exploit Mutation

Offensive AI agents dynamically mutate exploit payloads to bypass static WAF rules, legacy signatures, and perimeter defenses around the clock.

Continuous Adversarial Simulation

The Manual Triage Backlog

42-Day Remediation Window

Engineering teams average 4.5 hours per alert triage and 42 days to coordinate manual patches, creating a critical exposure window against automated adversaries.

42-Day Average Patching Gap

Frontier Agentic Architecture

End-to-End Autonomous AppSec

Cyforta unifies continuous attack surface discovery, multi-agent offensive testing, and code remediation into an autonomous pipeline defending your entire perimeter.

STEP 01

Autonomous Surface Recon

Continuously maps all cloud assets (AWS, Azure, GCP), microservices, API schemas, and SBOM dependencies on every code push.

Zero-configuration asset discovery
Real-time SBOM dependency graphs

STEP 02

Autonomous Red Teaming

Collaborative frontier AI agents simulate sophisticated adversary vectors to uncover multi-hop exploit paths and complex zero-days.

Multi-agent collaborative reasoning
Complex logic flaw detection

STEP 03

Isolated Sandbox Verification

Agents synthesize and execute safe Proof-of-Concept (PoC) exploits in ephemeral sandboxes, drastically suppressing false positives.

Dynamic PoC exploit validation
Drastic false positive reduction

STEP 04

AST-Guided Code Remediation

Generates production-ready pull requests with validated code fixes directly to GitHub/GitLab in under 10 minutes.

1-Click mergeable verified PRs
Streamlined engineering review

The Paradigm Shift

Manual AppSec vs. Cyforta Autonomous AI

Why modern engineering leaders deploy Cyforta to scale AppSec coverage, eliminate triage backlogs, and accelerate remediation.

Comparison between Traditional Manual AppSec and Cyforta Frontier Agentic AI across operational and economic metrics
Dimension	Traditional Manual AppSec	Cyforta Frontier AI
Defense Speed Reaction to machine-speed exploits	Manual alert triage; vulnerable to machine-speed exploits	Real-time continuous assessment & sub-minute triage
Accuracy & Signal Quality Signal precision & verification proof	46% false positive rate; severe alert fatigue	Dynamic PoC validation; 0.840 Youden's Index
Coverage Cadence Testing frequency across cloud & code	Periodic audits & quarterly pen-tests	Continuous 24/7/365 real-time defense
Mean Time to Remediate Time from flaw discovery to merged patch	42-day average cross-team Jira lag	< 10 minutes automated code remediation PRs
Annual Enterprise Cost Salaries, recruiting & tool licenses	High overhead of specialized recruiting & tool sprawl	Flat SaaS starting at $2,490/mo
Compliance Evidence SOC 2, ISO 27001, FedRAMP	Months of manual spreadsheet audits	Continuous immutable audit trails

Empirical Research Report OWASP Benchmark v1.2

Cyforta Agentic Scanning on the OWASP Benchmark

Explore our complete 2,740-case evaluation: 0.840 Youden's Index, 97.3% sensitivity, and 100% detection across 8 vulnerability classes.

Read White Paper

Autonomous Remediation

Multi-Scenario IDE Verification

See how Cyforta agents identify dangerous exploit vectors, prove exploitability with safe PoCs, and generate verified code fixes.

Automated PoC proves exploitability in isolated sandbox
Prepared statements isolate data from executable SQL commands
Direct GitHub / GitLab pull requests for streamlined review & merging

Explore Live Agent Sandbox

auth_controller.ts

// Vulnerable Endpoint: Direct SQL concatenation (CWE-89) & plaintext comparison
export async function authenticateUser(req: Request, res: Response) {
  const { username, password } = req.body;
  
  // [CRITICAL] SQL Injection flaw (CWE-89): Direct string interpolation
  const query = `SELECT * FROM users WHERE email = '${username}' AND password_hash = '${password}'`;
  const user = await db.rawQuery(query);
  
  return res.json({ token: generateJwtToken(user) });
}

// Cyforta Remediated Endpoint: Parameterized query & bcrypt password hash verification
export async function authenticateUser(req: Request, res: Response) {
  const { username, password } = req.body;
  
  // [VERIFIED FIX] SQL parameterization isolates data from query logic (CWE-89)
  const query = "SELECT id, email, password_hash FROM users WHERE email = $1";
  const user = await db.queryOne(query, [username]);
  if (!user || !(await bcrypt.compare(password, user.password_hash))) { return res.status(401).json({ error: "Invalid credentials" }); }
  return res.json({ token: generateJwtToken(user) });
}

Flaw Detected: CWE-89 (SQL Injection) • Severity: Critical (9.8)

UTF-8 • TypeScript

Economic Efficiency

Calculate Your Triage & Capacity Savings

Estimate the engineering triage hours, recruiting overhead, and remediation labor saved by deploying Cyforta.

Annual Triage & Remediation Labor Savings

$1,915,200

Quantifiable reduction in manual alert triage and patch coordination overhead

Engineering Hours Reclaimed

20,160

3.5 hours saved per alert via automated code remediation PRs

Deploy Cyforta To Capture Savings

Predictable Economics

Predictable Autonomous AppSec Plans

Scale your application security and continuous offensive testing with an all-inclusive autonomous AI platform.

Core Defense

Automated vulnerability scanning, API security testing, and cloud posture management.

$2,490 / month

Up to 25 Target Repositories
Weekly Exploit Verification Runs
API & Cloud Posture Scans (AWS)
Standard SOC 2 Evidence Reports

Start 14-Day Trial

Autonomous Enterprise

Comprehensive AppSec automation with 24/7 continuous red teaming and verified remediation PRs.

$5,990 / month

Unlimited Repositories & Endpoints
Real-Time Continuous PoC Verification
Full Surface Coverage (AWS, Azure, GCP)
Automated Code Remediation PRs
Dedicated Security Architect SLA

Deploy Autonomous AI

Defense Sovereign

Air-gapped deployment and dedicated LLM fine-tuning for regulated and defense sectors.

Custom / annual

Air-Gapped & On-Premises Frontier Agents
FedRAMP & ITAR Deployment Boundary Support
Custom Exploit Synthesis Models
24/7 Red Team Autonomous Response

Contact Enterprise Sales

Knowledge Base

Frequently Asked Questions

Learn how Cyforta defends against AI-driven threats and empowers engineering teams with autonomous AppSec.

Why has cybersecurity become an escalated threat due to AI?

Threat actors now use generative and agentic AI to discover zero-days and launch polymorphic attacks at scale. Manual security triage and 42-day patching cycles cannot keep pace with 24/7 machine-speed adversaries.

How does Cyforta augment engineering and security teams?

Cyforta handles the repetitive AppSec lifecycle autonomously using frontier agent swarms—from continuous surface discovery and automated red teaming to sandbox exploit verification and code patch PRs. This empowers lean engineering organizations to maintain enterprise-grade security without building large specialized triage teams.

How does Cyforta achieve higher accuracy and speed than legacy workflows?

Cyforta operates 24/7/365 at machine speed, minimizes false positives via sandbox PoC verification, and achieves a 0.840 Youden's Index on the OWASP benchmark suite (2x legacy SAST tools). Confirmed vulnerabilities receive automated code remediation PRs in minutes.

How does sandbox verification reduce false positives?

Unlike static scanners that rely purely on pattern matching, Cyforta synthesizes and executes safe Proof-of-Concept exploits in isolated ephemeral sandboxes. Only verified exploitable flaws are prioritized for immediate remediation, drastically reducing alert fatigue for your engineering team.

Which cloud and code environments are protected?

Cyforta provides native coverage across AWS, Azure, GCP, Kubernetes, REST/GraphQL/gRPC APIs, and software supply chain dependency trees (SBOM) with zero-day intelligence.

What compliance frameworks does Cyforta satisfy?

Cyforta maintains SOC 2 Type II attestation, aligns with ISO/IEC 27001 controls, and supports FedRAMP Ready (Moderate) requirements, automatically generating continuous immutable audit trails.

AI-Driven Threats Are Here. Defend With Frontier AI.

Experience autonomous defense live on a staging clone of your infrastructure and see verified exploit fixes in minutes.

Schedule Technical Deep-Dive View Benchmarks

Autonomous AI Security. Scale AppSec at Machine Speed.