Enterprise AI Pentesting

Enterprise-Grade AI Pentesting. Human-Validated Exploitability.

Sara is the enterprise-grade AI pentesting platform built for security teams defending sprawling, fast-changing attack surfaces. It expands coverage with AI speed and scale, then Synack experts validate exploitable risk through the platform, so your team acts on proven, prioritized findings instead of AI-generated noise.

Why Now

Your Attack Surface Has Blind Spots. Attackers Don't.

Enterprise attack surfaces now span thousands of applications, APIs, and multi-cloud environments that change by the day, often stretched further by acquisitions, new business units, and CI/CD pipelines shipping code continuously. Annual and quarterly pentests were never built for that pace, and AI-driven attackers do not wait for your next testing window.

The result is a structural coverage gap: security leaders are accountable for the entire environment but can only test a fraction of it, leaving most of the attack surface unverified between engagements.

95%
rank pentesting as a top or high priority
32%
of the average attack surface is tested each year
68%
of the average attack surface is left untested each year
Attack Surface Coverage
32% tested
Tested attack surface (~32%) Untested attack surface (~68%)
Even though pentesting is a priority, most attack surfaces remain untested.
Source: Synack and Omdia, 2026 State of Agentic AI in Pentesting Report

An enterprise-grade AI pentesting platform closes that gap by expanding coverage across the full attack surface, accelerating discovery, and validating exploitable risk continuously rather than once a year. New to AI pentesting? Start with our complete guide.

Benefits

Why Enterprise Security Teams Choose Synack

Shrink the Exposure Window

Launch on-demand tests the moment you ship a release, stand up a new environment, or face an emerging threat, and confirm exploitable risk before attackers reach it. No waiting on the next scheduled engagement.

Proven Risk in Days, Not Quarters

Sara runs the pentest in hours and returns human-validated, exploitable findings in two to three days, compressing a reporting cycle that traditionally takes weeks so remediation can start immediately.

Scale Coverage Without Scaling Headcount

Extend rigorous testing to the assets usually left out of scope by budget or capacity, matching the speed and scale of AI-driven attacks without adding to your team's headcount or backlog.

Interactive Demo

See an Enterprise AI Pentest, Start to Finish

See how the platform runs an enterprise AI pentest end to end. Sara tests for breadth and depth across your attack surface, the Synack Red Team validates exploitable risk, and your team works only the findings that are proven and prioritized.

synack.storylane.com/share/eenzgysnba6t ● Interactive Demo
Verified G2 review

The Synack team is real humans on keyboards on target attacking our systems. The continuous pressure applied through the Synack platform provides always current and relevant results for our attack surface.

Cybersecurity Engineering Team Leader · Manufacturing

AI-Only vs. Human Validated

AI-Only Testing Is Not Enough

AI can dramatically improve coverage and speed, but at enterprise scale a flood of unvalidated output just moves the bottleneck onto your already-stretched team. Security leaders need evidence of exploitability, business context, and confidence that a finding is real before anyone spends a remediation cycle on it. Synack pairs Sara with Synack Red Team validation to prove what actually matters.

AI-Only Output

More findings, less certainty

  • Thousands of unvalidated findings to triage
  • False positives that drain analyst time
  • No proof a finding is actually exploitable
  • No business or asset context to prioritize
vs
Synack Validated Exploitability

Fewer findings, proven risk

  • Confirmed, exploitable findings only
  • Evidence and reproducible proof of concept
  • Severity mapped to business impact
  • Prioritized, actionable remediation steps

How It Works

1 Coverage

Expand Testing Across the Attack Surface

Most enterprises test only a fraction of their environment, and the untested remainder, forgotten subdomains, shadow APIs, newly provisioned cloud, acquired infrastructure, is exactly where breaches start.

Sara expands coverage with AI-led discovery and analysis across applications, APIs, cloud, and external-facing systems, so more of the real attack surface gets tested, more often.

Attack Surface—Live Coverage● Testing
Web Apps
APIs
Cloud
Hosts
Mobile
External
Attack surface coverage across applications, APIs, cloud environments, hosts, and external-facing systems.
2 Speed & Scale

Accelerate Discovery with Sara

Sara runs reconnaissance, vulnerability identification, and attack-path analysis concurrently across in-scope assets rather than sequentially, turning a weeks-long manual cycle into hours.

That gives enterprise teams the speed, repeatability, and consistency to keep pace with continuous delivery, without the bottlenecks of manual-only testing.

Sara—Autonomous Red Agent● Running
Intelligent Reconnaissance
Enumerating assets and entry points
Attack Planning & Prioritization
Correlating weaknesses and ranking attack paths
Controlled Exploitation & Verification
Executing safe exploits and confirming findings
Reporting & Strategic Insight
Correlating verified findings into attack chains
Pentest Report
Human-in-the-loop validation and sign-off
Sara workflow: reconnaissance, attack planning, controlled exploitation, reporting, and human validation.
3 Validation

Validate Exploitability with the Synack Red Team

AI surfaces far more potential vulnerabilities, but at enterprise volume the hard question is which findings are real, exploitable, and worth a remediation cycle.

Synack experts validate findings through the platform, confirming exploitability, severity, and business impact, so only proven, prioritized risk reaches your team and your ticketing queue.

Finding DetailValidated · Critical
Broken Access ControlExploitable
StatusValidated by Synack experts
Affected assetadmin-api.prod
ExploitabilityConfirmed — PoC attached
EvidenceRequest/response + screenshots
SeverityCritical · CVSS 9.3
RemediationEnforce server-side authorization
Finding validation—validated status, exploitability, evidence, affected asset, severity, and remediation guidance.
4 Action

Turn Findings Into Action

Enterprise teams do not need another disconnected report. They need evidence-backed findings that drop straight into the workflows and SLAs they already run remediation on.

The Synack platform gives teams a clear path from discovery to validation to action, with role-based and executive reporting, remediation guidance, ticketing and workflow integration, and retest verification, so practitioners get developer-ready detail and leaders get a board-ready view of risk.

Platform—Findings & Workflow● Synced
IDOR—/api/v2/accountsValidated · Tracked
SSRF—payments-api.prodIn remediation
Reflected XSS—/searchFix in review
Public storage bucket—media-cdnResolved · Retest verified
Report—Executive SummaryExported · PDF report
Platform dashboard—findings, validation status, remediation guidance, ticketing/workflow status, and reporting.
5 Continuous

Move Toward Continuous Security Validation

Attackers do not work to a quarterly schedule, and neither should your testing. Fast-changing applications, expanding cloud, and AI-driven attacks demand validation that runs continuously, not once a year for the audit.

Synack moves enterprises from point-in-time testing to continuous security validation, combining AI-led discovery, human validation, and platform workflows to steadily improve coverage, produce audit-ready evidence year-round, and give leadership a defensible, board-ready view of risk reduction over time.

Continuous Validation Loop● Ongoing validation
Discover Validate Prioritize Remediate Retest
Q1
Q2
Q3
Q4
NewRecurringResolved
Continuous validation loop: Discover → Validate → Prioritize → Remediate → Retest.
6 Governance

Built for Enterprise Governance and Audit

Security and compliance teams need more than test results before they will greenlight a new tool. They need to know exactly who can see what, how testing is scoped and controlled, and how to prove it to an auditor.

The Synack platform runs on role-based access controls, SSO, and defined testing scope, so every engagement stays governed and every result is traceable, exportable, and ready to hand to a compliance reviewer.

Platform—Access & Governance● Enforced
Access controlRole-based permissions
AuthenticationSSO-enabled
Testing scopeDefined and enforced per engagement
Evidence trailExportable, audit-ready
OversightSynack Red Team-governed
Access controls, authentication, testing scope, and evidence handling for enterprise governance and audit review.
The Framework

AI, Human Expertise, and Platform Workflows Working Together

Enterprise-grade offensive security isn't achieved by AI alone. It takes AI speed and scale, adversarial human expertise, and an operational platform to run it all at enterprise volume and turn output into outcomes.

Sara AI Pentesting

Expands coverage across the attack surface with AI speed and scale.

+

Synack Red Team

Validates real, exploitable risk through human-led testing, expert review, and adversarial judgment.

=

Synack Platform

Runs it all at enterprise scale, combining AI, human expertise, findings management, role-based reporting, and integration with the security tools your team already uses to deliver trusted validation outcomes.

AI finds more. Humans prove what matters. The Synack platform turns both into action.
The Difference

More Than AI Output. Validated Security Outcomes.

AI-only testing can generate more output. But more output does not automatically mean less risk.

The value is not more findings. The value is knowing which findings matter.

The Synack enterprise AI pentesting platform is built to help security teams:

  • Expand testing across the full attack surface
  • Accelerate discovery to keep pace with CI/CD
  • Validate exploitable risk with human proof
  • Cut false positives and analyst triage load
  • Prioritize remediation by real business impact
  • Run continuous, audit-ready validation
  • Give developers, auditors, and the board findings they can trust
Use Cases

AI Pentesting Use Cases

Apply AI-led discovery and Synack expert validation across the business-critical, regulated, and fast-changing environments enterprises worry about most.

Large Application Portfolios

Extend validated testing across the full application portfolio, not a sample of it, so acquisitions and new business units are covered from day one instead of waiting for the next audit cycle.

Enterprise API Ecosystems

Test API-driven architectures at enterprise scale, including the undocumented and shadow APIs that accumulate across large engineering organizations and that scanners routinely miss.

Multi-Cloud and M&A Environments

Validate exposure across multi-cloud infrastructure and newly acquired environments, where ownership and inventory are least mature and risk accumulates fastest.

Enterprise AI / LLM Deployments

Test AI and LLM systems across business units for prompt injection, data leakage, and abuse paths before they reach production, with findings validated the same way as any other asset.

Distributed Infrastructure

Validate exploitable risk across hosts, networks, and internal environments spread across regions, subsidiaries, and business units, including infrastructure inherited through acquisition.

Regulated and Audited Environments

Run continuous, audit-ready validation for environments subject to recurring compliance review, so evidence of coverage is already assembled well before the audit window opens.

Buyer's Guide

What to Look for in an AI Pentesting Solution

Beyond raw testing capability, an enterprise-grade AI pentesting platform has to earn a place in your stack: it should operate at enterprise scale, fit your existing security tooling and SLAs, pass security and compliance review, and consolidate point tools rather than add another. Look for:

  • AI-led discovery and analysis across the full attack surface
  • Human validation of every exploitable finding
  • Coverage that scales to enterprise attack surfaces
  • Integration with enterprise reporting and remediation workflows
  • Audit-ready evidence for compliance (e.g. FedRAMP)
  • Support for continuous security validation
Trust & Proof

Governed, Compliant, and Proven at Enterprise Scale

Enterprise security and compliance teams need more than a rating before they hand over access to their attack surface. They need authorization, oversight, and a track record with organizations operating at their scale.

Get Started

Start Testing What Actually Matters

AI helps your team find more. The Synack enterprise AI pentesting platform proves what matters. See how Sara and the Synack Red Team help security leaders expand coverage, move faster, and validate exploitable risk across the entire attack surface.

Additional Resources

Additional Resources

Interactive Demo

Sara AI Pentesting Interactive Demo

Explore the interactive demo of how Sara helps create, scope, run, and validate AI-led pentests through the Synack platform.

Explore the Interactive Demo
Webinar

AI Pentesting: Build or Buy?

Explore the key considerations for security teams evaluating whether to build AI pentesting capabilities internally or work with a trusted provider.

Register / Watch Webinar
Solution

Continuous Pentesting

Learn how Synack is extending AI-led pentesting into continuous security validation with Sara Continuous.

Learn More
Research

Security Validation Research

See why enterprise security teams are rethinking testing cadence, AI trust, and continuous validation.

View Research
FAQ

Frequently Asked Questions

What makes Synack an enterprise-grade AI pentesting platform?
Synack combines Sara, its Autonomous Red Agent, with the Synack Red Team and an operational platform built for enterprise scale. Sara expands coverage across large, distributed attack surfaces with AI speed, Synack experts validate exploitability, and the platform handles reporting, workflow integration, and continuous validation, so security leaders get proven risk instead of raw AI output.
How does the platform handle a large, distributed enterprise attack surface?
Sara runs discovery and testing concurrently across applications, APIs, cloud, hosts, and external-facing systems, including the shadow and forgotten assets that periodic testing misses. That lets enterprise teams test far more of the environment, far more often, than manual-only programs allow.
How does it reduce false positives and analyst workload at scale?
Every finding that reaches your team is validated by Synack experts for exploitability, evidence, and severity. Instead of triaging thousands of unconfirmed alerts, your analysts work a prioritized queue of proven, exploitable risk with reproducible proof of concept attached.
How does it fit our existing reporting and remediation workflows?
Validated findings flow through the Synack platform with remediation guidance, role-based and executive reporting, ticketing and workflow integration, and retest verification, so risk moves from discovery to closure inside the processes and SLAs your team already runs.
How does continuous validation support compliance and audit requirements?
The platform supports continuous security validation and produces audit-ready evidence, including for frameworks like FedRAMP, so you can demonstrate coverage and risk reduction year-round rather than assembling proof once a year ahead of an audit.
How is our data protected during AI-led testing?
Sara operates within defined scope and performs controlled, safe exploitation to confirm findings. Testing runs through the Synack platform under Synack Red Team oversight, keeping enterprise testing governed, evidence-backed, and auditable.
Can it test our enterprise AI and LLM systems?
Yes. The platform tests AI and LLM deployments for risks such as prompt injection, data leakage, and abuse paths, then validates which are genuinely exploitable, helping teams secure AI systems before they reach production.
How does Sara AI Pentesting relate to Sara Continuous?
Sara AI Pentesting helps teams run AI-led pentests on demand. Sara Continuous extends that model into recurring AI-led pentesting for enterprises that want to validate exploitable risk consistently over time.