We don't guess.
We prove.
Real-world incidents translated into checks, controls, and action — every finding ships with a safe, executable, read-only PoC. Zero noise. Zero false positives by design.
// exploit.t.sol
function test_inflateShares() public {
vault.deposit(1, attacker);
asset.transfer(address(vault), 1e18); // donation
vault.deposit(1e18, victim); // mints 1 share
assertEq(vault.balanceOf(victim), 1); // proven lossAI is already in your company.
Shadow copilots, agents, model endpoints, vendor AI features — they're already running, often without controls. Take control before an incident does.
Security tools that cry wolf burn out the people who matter.
Traditional scanners flood teams with unverified alerts. Senior auditors then burn hours hand-writing proofs-of-concept just to separate signal from noise. By the time real bugs surface, they're stale.
Static analyzers flag pattern matches, not exploitable behaviour.
Triage queues grow faster than they can be closed. Real findings drown.
Auditors spend the high-value hours rewriting throwaway exploit scripts.
Prove or Drop. Every finding earns its place.
Each hypothesis the engine produces is run end-to-end. It either compiles, executes, and passes — shipping as a PROVEN finding with a safe, executable, read-only PoC — or it is DROPPED, with the reason logged. We monetize the validation step, not the discovery step.
Auto-generated exploit.t.sol compiles and passes against the target commit. Lands in the report with full repro.
forge test --match test_inflateShares [PASS] test_inflateShares() (gas: 142,118) 1 passed; 0 failed
PoC compiled but assertion failed — the on-chain guard intercepted the second call. Logged with the trace, never surfaced as a finding.
reason: assertion_not_met nonReentrant tripped at trace[2] dropped @ run 482c1f
From Solidity vaults to live LLM agents — every finding ships with code.
- Vault share-price inflation & donation attacks
- Decimal / rounding / precision-loss exploits
- Liquidation, accounting and oracle drift bugs
- Auto-generates safe, executable, read-only .t.sol PoCs
- pwn · crypto · reverse · forensics
- web: SSRF, SSTI, deserialization, SQLi
- AI surfaces: prompt-injection, jailbreak, tool-calling, vector-leak, live-LLM
- Each finding lands with a safe, executable, read-only PoC — not a vague alert
Real-time attack detection. Recommend-and-defend playbooks.
Ingest live telemetry, correlate it into ranked incidents, notify the right humans, and hand them a copy-paste containment playbook. We detect and recommend — your team executes, so you stay in control of your infrastructure.
Webhook from your SIEM / EDR (GuardDuty, Wazuh, Cloudflare), a lightweight log-shipper agent, or cloud connector pull. HMAC-signed, scope-locked, per-tenant.
Stateless rule engine over a 15-minute window: brute force, privilege grants, public buckets, impossible travel. Each incident ranked by severity with a full evidence trail.
In-app inbox, email, Slack / MS Teams, SMS / PagerDuty for criticals. Every alert links to a copy-paste containment playbook for AWS IAM, Cloudflare WAF, Okta and more.
Three steps. No vague advisories.
Point us at a repo + commit, or an authorized staging target. Scope is locked to an explicit allowlist.
The engine runs blind, serial exploit sweeps. Every hypothesis is compiled and executed end-to-end.
You get safe, executable, read-only PoCs mapped to the frameworks your auditors expect. Proven findings only. Dropped attempts are logged but not surfaced.
Teams who can't afford a wrong call.
Per-commit math, share-price and rounding hunting. Catches the class of bugs that burns protocols on day one.
License blind initial passes that auto-generate compiled, passing PoCs. Reclaim senior-auditor hours.
Scheduled exploit sweeps across binary, web, crypto and live-LLM surfaces — output is a working script.
Non-disruptive red-team for your LLM agents: prompt injection, tool misuse, data exfil, unsafe autonomy. Read-only, scope-locked, authorized.
Real incidents, broken down
Every day we publish a deep-dive on a real-world incident and the controls that would have stopped it — the same lessons become checks and probes inside the Console.
The Relentless Rise of Ransomware: Unpacking the New Leak Site Phenomenon
New ransomware leak sites are emerging with alarming frequency, signaling a dynamic and evolving threat landscape. This deep dive for CISOs and security engineers explores the operational patterns, attacker methodologies, and critical defense gaps highlighted by this persistent incident pattern.
The Silent Breach Threat: How SOC Analyst Burnout Fuels Alert Fatigue and Opens the Door to Attackers
A critical look at the escalating crisis of SOC analyst burnout, the insidious nature of alert fatigue, and the tangible risks these factors pose to enterprise security postures. We explore the pattern of incidents where overburdened teams inadvertently create pathways for compromise.
When the Watchtower Fails: Unpacking Multi-Day Breaches Missed by MDR
A deep dive into the critical vulnerability of missed alerts by MDR vendors, leading to extended breach durations and escalating business risk, fueled by AI-driven attack volume.
Watch the field briefings
Short, direct breakdowns of the threats and controls our team is tracking — published alongside every research drop.
Test your assets against 343,864+ real cyberattacks
Every asset and exposure you register is continuously matched against our live corpus of CVEs, CISA KEV entries, MITRE ATT&CK techniques, and EPSS exploit-probability scores. Every record cites a public source with a date — no opaque scores, no marketing feeds.
Real-time threat intelligence, streamed into your console.
CISA KEV, vendor advisories, MITRE ATT&CK and EPSS — every new record is reviewed by a human, mapped to rail / OT context, and translated into checks, controls, and detections in the Console.
Sources · CISA KEV · NVD · MITRE ATT&CK · EPSS · vendor advisories · ransomware tracking
From real incidents to checks you can run today.
Global Rail Cyber Security Console continuously studies real-world incidents and translates them into detections, exposure probes, audit/readiness checks, and customer guidance — reviewed by our team before they ship to your console.
- 01Ingest
Public incidents, vendor disclosures, CVEs and customer telemetry feed a single intake.
- 02Analyze
Our engineers — assisted by LLMs — triage sources, fact-check claims, and isolate the underlying control failure.
- 03Ship
New detections, exposure probes, audit/readiness checks and customer guidance — each reviewed by a human before release.
- 04Inform
Customers see the new check in-console with a changelog entry, and read the public write-up explaining what to do.
- Exposure probeDefault Credential ProbeCurated vendor defaults, runs only against authorized assets.
- Exposure probeAPI Authorization (IDOR) ProbeSanitized evidence only. Never persists PII payloads.
- SOC detectionBulk-read anomaly (MITRE T1530)Flags a single actor pulling >1,000 records in 10 minutes.
Humans review every detection before it ships. The Console never pushes automated changes into customer environments.
Prove your AI complies — across every framework that matters.
The same engineering rigor we apply to cybersecurity now covers AI audit, governance, and continuous compliance. One control graph. One evidence layer. Many frameworks.
Proof, not paperwork — for AI, identity, and the systems the business runs on.
We run autonomous, non-destructive offensive validation against customer AI stacks, identity/perimeter layers, and critical business systems; then convert proven weaknesses into audit evidence, control failures, and remediation actions across multiple frameworks.
- Prompt-injection resistance (direct + indirect, through system prompts, tools, and retrieved context).
- Model and data exfiltration paths — training-data, embedding, and private-context leakage.
- Tool and plugin privilege boundaries — proven bounds on unsafe autonomy and chained tool misuse.
- Exposed admin, management, and debug surfaces reachable from the internet.
- Auth bypass and session flaws — proven authentication bypass, session fixation, identity-layer IDOR.
- MFA / SSO misconfig and token-theft paths — SAML/OIDC issues, weak MFA enforcement, token exposure.
- IDOR and broken object-level authorization — proven cross-tenant or cross-user access.
- Secret and credential leakage in integrations — API keys, service creds, or PII surfaced by misconfig.
- Known-exploited-vulnerability presence on business-critical assets — CISA KEV verified as reachable.
Authorize a scope. We run the test. You keep the proof.
Two tracks, both free, both scope-locked. Sign the authorization, we execute the run, you see every finding with a compiled PoC — then decide if you want continuous coverage.
Bring your agent. Leave with proof.
Free scoped pilot: we prove (or disprove) exploitability of your agent's tools, prompts, memory and integrations — prompt-injection, tool-abuse, data exfiltration, unsafe autonomy.
- Read-only, non-disruptive — no production traffic without consent
- Scope-locked to the agent endpoint or repo you nominate
- Compiled, passing PoC with every finding — or we don't report it
Point us at a repo. We come back with PoCs.
Free scoped pilot on a system you nominate — web app, API, smart contract, staging environment. The same prove-or-drop engine we ship to paying customers, gated by written authorization.
- Non-invasive analysis under signed authorization
- DB-enforced safety gate + allowlisted targets
- Short written report + 30-min walkthrough, yours to keep
Hand us a contract. We come back with exploits.
Free scoped audit of a deployed or staged smart contract or protocol — reentrancy, access control, oracle abuse, economic invariants, bridge and upgrade paths.
- Read-only review on a fork — zero mainnet impact
- Scope-locked to the contracts and chain you nominate
- Compiled Foundry/Hardhat PoC for every finding — or we don't report it
Three plans. All quote-confirmed.
Custom and per-audit scoping available — every engagement is anchored to a written authorization.
7-day free trial on every plan · Card required · No charge for 7 days · Cancel anytime
Every commit gets an autonomous security pass — proven findings only, before code hits review or production.
Card required · No charge for 7 days · Cancel anytime
- 1 repository · runs on every push and pull request
- Covers web apps, APIs, backend services and Web3/DeFi math
- Working PoC attached to every finding (no theoretical alerts)
- Slack + GitHub PR annotations, ticket-ready
Scheduled staging-network exploit sweeps across binary, web, crypto and live-LLM.
Card required · No charge for 7 days · Cancel anytime
- Web2, Web3 and AI-agent surfaces
- Allowlisted staging targets
- Working exploit script per finding
- Realtime PoC logs
Firms license blind initial passes that auto-generate compiled, passing PoCs — now with Live SOC for real-time attack detection.
Card required · No charge for 7 days · Cancel anytime
- All surfaces · multi-engagement workspace
- AI narrative drafting
- Full audit trail of model calls
- Custom range integrations
- Live SOC: real-time SIEM/EDR ingest + MITRE-tagged incidents
- Recommend-and-defend playbooks · email / Slack / Teams / PagerDuty
Custom and per-audit scoping available. All plans are scope-locked to your written authorization.
Scope-locked. Authorized. Sandboxed.
Every engagement is scope-locked to repos, contracts or hosts you've named. Out-of-scope targets cannot be reached.
Runs only execute against targets backed by a signed authorization document held in the operator console.
Exploits run in sandboxed, sanctioned staging environments. No production probing without written sign-off.
Receipts, not badges.
Every claim below is enforced in code or the database — not a marketing line. Verify any of them in a sandbox tenant.
Raw-body SHA-256 HMAC, lowercase hex, constant-time compare.
Every row scoped via is_tenant_member / has_tenant_role; service-role writes filter by tenant_id.
assert_run_authorized blocks any run without a signed authorization and allowlisted target.
Engagement and monthly-run quotas enforced by runs_plan_gate / engagements_plan_gate triggers.
Stop chasing false positives.
Start shipping proof.
Bring us a repo, a commit, or an authorized staging target. We'll come back with compiled, passing exploits — or nothing at all.
Trial requires a card. No charge for 7 days. Cancel anytime.