Breakin first.
BadAI is offensive AI with a signed permission slip. It attacks your perimeter, apps, cloud identity and AI agents every hour of every day, proves every way in, then stands watch so nobody else uses them.
Trusted by security teams at
- A top-10 U.S. bank
- A Fortune 100 retailer
- A global payments network
- A top-3 cloud provider
- Two national grid operators
- A leading GPU manufacturer
Attack all day.
Defend all night.
Two products built on the same offensive models. One hunts for the way in. The other already knows what the hunt looks like from the inside.
Rogue
A swarm of autonomous attack agents. Recon, exploitation and chaining across your perimeter, web apps, APIs, cloud identity and AI agents. Continuously, inside a signed scope.
- A working exploit and replay script for every finding
- Multi-step chains, not lists of CVEs
- Automatic retest the moment a fix merges
- Prompt injection and tool abuse against your agents
Nightwatch
An always-on incident agent. Investigates every alert like a senior analyst, contains confirmed threats with pre-approved actions and runs the incident until a human takes over.
- Every alert investigated. None sampled, none suppressed
- Isolate, revoke, disable in minutes
- Live timeline and a brief that fits a phone screen
- SEC, NIS2 and DORA clocks tracked from minute one
Proof or it didn't happen.
This is what lands in your queue: the chain, what it reached, whether anyone saw it, and the smallest change that closes it. If Rogue can't prove it, it doesn't file it.
Findings route to Jira, Linear, ServiceNow or GitHub with the owning team assigned. Retests run on merge.
# rogue · engagement 2291 · prod-eu-1 $ rogue finding show SEC-8812 SEC-8812 CRITICAL 9.4 rogue/web retest: scheduled OAuth authorization code theft via legacy SSO open redirect asset sso-legacy.example-corp.com → billing.example-corp.com impact takeover of any billing user who clicks a link read access to 41,207 invoices (canary proof) detected NO (no SIEM or EDR alert) · nightwatch rule BW-3192 drafted fix exact-match redirect_uri allowlist on IdP client 0x41 rotate client secret chain T+07m open redirect on /sso/continue accepts any https host T+12m IdP allows wildcard redirect for legacy client T+18m code exchanged → session as svc-billing T+22m canary INV-CANARY-77 retrieved · chain halted $ rogue replay SEC-8812 --dry-run ✓ step 1 302 → https://callback.rogue-lab.net/c ✓ step 2 code=7f3c…a1 captured (redacted) ✓ step 3 session issued: role=billing_reader ✓ step 4 canary match · sha256 9e1b…04 replay deterministic · safe to run in CI
Every attack we land makes you harder to hit.
Offense and defense run as one loop. Each proven chain ends as a fix and a detection, then gets replayed until it fails.
Rogue attacks
Agents work your real attack surface inside a signed scope, around the clock.
It proves impact
A chain reaches a planted canary record or it doesn't. No theoretical risk scores.
Nightwatch checks itself
Every attack step nobody detected becomes a drafted rule for your SIEM.
You harden, Rogue retests
Fix merges, the chain replays within the hour, the ticket closes only if the attack fails.
Your pentest is a photograph.
Attackers watch video. Our exposure-window model puts numbers on it: with annual testing and a one-month attacker, 95% of exposures are exploited before they're closed.
| Annual pentest | Scanner | BAS | Rogue + Nightwatch | |
|---|---|---|---|---|
| Frequency | 1–2× a year | Continuous | Scheduled | Continuous, 24/7 |
| Exploits and chains | Yes, limited by hours | No | Replays known scenarios | Yes, novel chains |
| Proof of impact | Screenshots | No | Pass / fail | Replay script + canary proof |
| Tests AI agents | Rarely | No | No | Yes |
| Checks your detection | Sometimes | No | Yes | Yes, and drafts the rule |
| Retest after fix | Next year | Next scan | Next run | Within the hour |
Where breaking in costs nine figures.
Financial services
Continuous evidence for DORA threat-led testing, PCI DSS 11.4 and every examiner question about exposure.
AI-native companies
Red team copilots and agents every release: injection, tool abuse, data leakage.
Critical infrastructure
Assumed-breach testing across the IT/OT boundary, and an agent that never sleeps on the alerts that matter.
SaaS & platforms
Every deploy attacked. Tenant isolation, auth flows and APIs tested like a determined customer would.
What CISOs say
Our pentest found nine mediums. Rogue walked from the support chatbot to the billing database before lunch. Nightwatch hadn't seen it either. Both are fixed.CISO, Fortune 100 retailer
Asked in every briefing.
What is BadAI?
BadAI is an offensive security company. We build AI agents trained to think like attackers, called Rogue, and point them at your systems with your written authorization, so every exploitable path is found and proven before a real adversary finds it. Our second product, Nightwatch, is a 24/7 AI defense agent that triages every alert, investigates incidents and contains threats in minutes.
How is autonomous penetration testing different from a vulnerability scanner?
A scanner reports what might be vulnerable. Rogue actually exploits it, safely and inside agreed scope, chains weaknesses together the way an attacker would, and hands you proof: the exact request sequence, the data it could reach and a replay script. If Rogue cannot prove impact, it does not file a ticket. That is why our false-positive rate on critical findings is effectively zero.
Is it safe to let an AI attack production?
Yes, when it is engineered for it. Rogue runs under a signed rules-of-engagement file that is enforced at the network layer, not just in a prompt. Destructive actions are blocked by default, impact is proven with canary records rather than real data, every action is logged and a kill switch halts all agents in under two seconds. See our rules of engagement.
Does Nightwatch replace my SOC or MDR?
Nightwatch replaces the tier-1 and much of the tier-2 workload: it investigates every alert, not a sample, and closes the noise with written evidence. Your analysts (or your MDR) get a short list of real incidents with a full timeline already assembled. Many customers run Nightwatch alongside an existing MDR and cut their escalations by over 80%.
Can you test AI and LLM applications?
Yes. Rogue/AI attacks chatbots, copilots and autonomous agents for prompt injection, tool abuse, data exfiltration, privilege escalation through function calls and jailbreaks, mapped to the OWASP Top 10 for LLM Applications and MITRE ATLAS. Our human Red Cell runs deeper model-level red teaming engagements.
How fast can we start?
Most customers have a first Rogue engagement running within five business days of the briefing: one day to sign the rules of engagement, one day to connect scope, and the agents do the rest. Nightwatch connects to common SIEM, EDR and cloud log sources in an afternoon.
Find out what bad AI finds.
A 30-minute briefing with an operator. We'll scope a first engagement against one real system of yours and show you the findings format before you sign anything.