How AI Agents Chain Security Tools Into Real Attack Paths
How agentic offensive security actually works: an AI orchestrator sequencing recon, scanning, and web-testing tools like a pentester — safely and reproducibly.
RedStrike is an AI-driven platform that continuously finds, verifies, and prioritizes real vulnerabilities across your apps, network, and cloud.
TL;DR
RedStrike is a continuous, AI-driven offensive security platform. It discovers your attack surface, orchestrates recon, web, and cloud tooling the way a human pentester would, actively verifies exploitability to cut false positives, and prioritizes findings by real-world exploitability using signals like CISA KEV and FIRST.org EPSS. It also runs Prowler-based cloud posture management across AWS, Azure, and GCP and produces audit-ready evidence for SOC 2, ISO 27001, and PCI DSS — all on an always-on subscription instead of a once-a-year engagement. Available today.
RedStrike is a platform that runs offensive security continuously and only surfaces vulnerabilities it has verified and prioritized by real-world exploitability. Instead of a point-in-time penetration test delivered as a stale PDF, RedStrike behaves like an always-on testing program: it enumerates your external and cloud attack surface, orchestrates a multi-tool scan engine across recon, web, network, and cloud modules, corroborates findings across those tools, and confirms exploitability before anyone is paged. The output is a current, deduplicated, prioritized set of findings — not a growing backlog of unconfirmed scanner noise.
The problem RedStrike was built for is a structural one. Modern software ships continuously — many teams deploy multiple times a day — but the security assessment model most organizations rely on is still annual or semi-annual. Between those assessments, the attack surface changes constantly: new services go live, cloud resources spin up, dependencies update, and configurations drift. A test performed in January says very little about the system running in July. RedStrike closes that gap by testing on an ongoing basis and re-testing automatically after change.
Point-in-time penetration tests leave organizations exposed because they measure a system's security once, while the system itself keeps changing every day. A traditional engagement produces a snapshot: it is accurate on the day it is run and increasingly stale from that moment forward. In the months between assessments, teams push new code, expose new endpoints, and reconfigure infrastructure — none of which the last test covered.
The scale of the underlying risk is not hypothetical. Verizon's 2024 Data Breach Investigations Report found that exploitation of vulnerabilities as the initial access step in breaches roughly tripled year over year — a 180% increase — driven heavily by attacks against unpatched, internet-facing systems (Verizon, 2024). When attackers can weaponize a newly disclosed flaw within days, an assessment cadence measured in quarters is structurally too slow.
The dangerous window is not the day of the test — it is every day after it. If your attack surface changes weekly but you test annually, you are making security decisions on data that is, on average, six months old.
Traditional scanners create noise because they report potential issues without confirming whether those issues are actually exploitable in your environment. A scanner that matches a version banner to a CVE database will flag every theoretical match, regardless of whether the affected code path is reachable, whether a compensating control blocks it, or whether the finding is a duplicate reported by three other tools. The result is volume without verification.
That volume has a measurable cost for defenders. In the 2025 SANS Detection and Response Survey, security teams named false positives as their single biggest detection challenge (SANS Institute, 2025). Alert fatigue is the predictable outcome: when most of what a tool produces turns out to be noise, analysts learn to discount all of it — and real findings get buried alongside the false ones. A finding that is technically present but practically ignored protects no one.
RedStrike's answer is to invert the default. Rather than reporting everything a tool could be worried about, it reports what it can confirm — using two mechanisms working together:
RedStrike deliberately reports fewer findings than a raw scanner would. That is the point. Every finding that reaches your team has survived verification and corroboration, so the ones you see are the ones worth acting on.
RedStrike is built on three principles: security testing should be continuous, findings should be verified, and remediation should be prioritized by real-world exploitability rather than theoretical severity. These are not marketing pillars — they are direct responses to the three failure modes above.
Continuous means the platform tests on an ongoing basis and re-tests after change, so coverage tracks the system as it actually is, not as it was at the last engagement. Verified means a finding must be confirmed before it is surfaced, which is what makes the output trustworthy enough to act on without triage. Prioritized by exploitability means RedStrike does not rank work by CVSS base score alone.
That last principle deserves emphasis, because severity and exploitability are different questions. CVSS estimates how bad a vulnerability could be in the abstract; it says nothing about whether attackers are actually using it. To answer that, RedStrike enriches findings with two authoritative real-world signals:
Combining these lets RedStrike distinguish a high-CVSS vulnerability that no one is exploiting from a medium-CVSS vulnerability that is actively under attack — and put the second one at the top of the list where it belongs.
| Question | What answers it | What it tells you |
|---|---|---|
| How severe could it be? | CVSS base score | Theoretical worst case |
| Is it being exploited now? | CISA KEV catalog | Confirmed in-the-wild use |
| How likely is exploitation soon? | FIRST.org EPSS | Data-driven probability |
| Is it real in my environment? | RedStrike verification | Confirmed reachability |
The old model tests occasionally and reports theory; the RedStrike model tests continuously and reports verified, prioritized fact. The contrast is clearest side by side.
| Annual pentest | Raw scanners | RedStrike | |
|---|---|---|---|
| Cadence | 1–2× / year | Continuous | Continuous |
| False positives | Low | High | Low (verified + corroborated) |
| Prioritization | Manual, report-based | CVSS only | Exploitability (KEV + EPSS) |
| Attack-path context | Manual | None | Automated orchestration |
| Evidence | One PDF | Dashboards | On-demand, current |
| Cloud posture | Add-on | Separate tool | Built in (Prowler-based) |
RedStrike works as an orchestration layer that drives many specialized security tools through a single pipeline, then verifies and prioritizes what they find. At a high level, the flow is five stages:
The orchestration model is what makes this practical. No single tool is best at everything, so RedStrike coordinates a suite of them — running the right module against the right asset, normalizing their outputs into a common finding model, deduplicating overlap, and letting agreement across tools raise confidence. It is the difference between owning a toolbox and having someone who knows how to use every tool in it.
RedStrike runs non-destructive checks by default and requires explicit scope and rules of engagement before any exploitation-class module executes. You stay in control of what is tested and how.
RedStrike includes Prowler-based cloud security posture management (CSPM) that continuously checks AWS, Azure, and GCP configurations against security best practices and compliance benchmarks. This matters because misconfiguration — not exotic exploits — is one of the most common ways cloud environments are breached.
The pattern is well documented. NSA and CISA's joint advisory on the top ten most common cybersecurity misconfigurations, drawn from real red- and blue-team assessments, puts default configurations and improper access controls at the top of the list (CISA/NSA, 2023). These are not sophisticated attacks — they are exposed storage buckets, over-permissive IAM roles, and services left open to the internet. RedStrike's CSPM continuously surfaces this drift across all three major clouds and folds it into the same verified, prioritized finding stream as everything else, so cloud posture is not a separate silo bolted on the side.
RedStrike is built for security and engineering teams that ship faster than a periodic pentest can keep up with — and that cannot afford to drown the gap in unverified scanner alerts. In practice that includes:
RedStrike produces audit-ready evidence aligned to SOC 2, ISO 27001, and PCI DSS, and — because it tests continuously — that evidence reflects your current state rather than a point in time. Several frameworks expect regular vulnerability assessment and remediation as an ongoing practice, not a single annual checkbox. Continuous testing maps naturally onto that expectation: instead of scrambling to produce a report before an audit, teams can show a running history of testing, verified findings, and remediation over time.
| Capability | What it does for compliance |
|---|---|
| Continuous penetration testing | Demonstrates ongoing vulnerability assessment, not a once-a-year snapshot |
| Verified findings + remediation history | Provides defensible evidence of detection and response over time |
| Cloud posture management | Documents configuration controls across AWS, Azure, and GCP |
| Exploitability-based prioritization | Shows risk-based remediation aligned to real-world threat data |
| Audit-ready reporting | Generates evidence mapped to SOC 2, ISO 27001, and PCI DSS |
Start with your internet-facing assets and connect one cloud account. That combination — external attack surface plus cloud posture — covers two of the most common breach entry points and gives you verified findings to act on quickly.
Our direction is to deepen orchestration, broaden coverage, and tighten the loop between finding a problem and proving it is fixed — framed as the direction we are heading, not a set of dated promises. The areas we are investing in include richer attack-path chaining across the tool suite, expanded application and API testing coverage, deeper integrations into the workflows teams already use, and continued refinement of how verification and exploitability signals combine to prioritize work. As with any roadmap, priorities will evolve with what we learn from real use; we would rather ship grounded capability than pre-announce features on a calendar.
No. RedStrike removes the blind spots between deep manual engagements and handles the continuous, repeatable testing that humans should not have to redo after every deploy. Skilled human testers remain valuable for creative, high-context work; RedStrike ensures that everything they do not have time to re-check every day is still being tested.
Non-destructive checks run by default, and exploitation-class modules require explicit scope and rules of engagement before they execute. You define what is in scope and how aggressively it can be tested, and RedStrike stays within those boundaries.
A scanner reports potential issues based on signatures and version matching. RedStrike orchestrates multiple tools, then actively verifies exploitability and corroborates findings across those tools before surfacing anything — and prioritizes what remains by real-world exploitability rather than CVSS alone. The result is far less noise and far more signal.
RedStrike provides Prowler-based cloud security posture management for AWS, Azure, and GCP, and produces audit-ready evidence aligned to SOC 2, ISO 27001, and PCI DSS.
It ranks confirmed findings by real-world exploitability, enriching them with the CISA KEV catalog (vulnerabilities confirmed to be exploited in the wild) and FIRST.org EPSS (a data-driven probability of near-term exploitation), rather than relying on theoretical CVSS severity alone.
Connect your domains and cloud accounts, define scope and rules of engagement, and RedStrike begins discovery and testing immediately. Verified findings, prioritization, and integrations with Slack, Jira, and GitHub are available from day one.
If your systems change faster than your last pentest can keep up with, the honest answer is that you do not currently know their security posture today — only what it was the last time someone checked. RedStrike is built to change that: continuous testing, verified findings, and prioritization grounded in what attackers are actually exploiting. Connect your first domain and one cloud account, define your scope, and see what verified, prioritized findings look like in your own environment.