Find the way in before someone else does — and prove you shut it.
TensorShield goes at your code, cloud, identity and SaaS — and the web apps, APIs and containers you ship — the way an attacker would. It works out what someone could actually reach, establishes how far we can prove it, writes the fix, then tests the same hole again to confirm it is dead — and your audit evidence comes out of the same run.
Connect, read-only
One click of OAuth into GitHub, AWS, Google Workspace, M365 or Okta. Nothing to install, nothing to change in your infrastructure. It finds your repos, accounts and identities itself.
Find
It looks across code, cloud, identity, SaaS and the web apps, APIs and containers you ship, the way an attacker would — including how a small thing in one becomes a serious thing in another. Continuously, so the answer is about today.
Prove
Each lead is pushed as far as we can actually take it, and we tell you which rung it reached. On a web app or API you have authorised, that means breaking in and showing you the request that worked. On other surfaces it means less, and the finding says so rather than borrowing the stronger word.
Fix
The real change arrives written — a pull request, a config change, an access revocation. Routine ones just happen; anything that could break something waits for you.
Prove it is closed
After the fix, the same hole is tested again — and on an authorised engagement, attacked again. If it still works you hear it from us. “Fixed” stops meaning “somebody closed the ticket”.
Evidence, already made
The same run produces your control state across 27 frameworks, signed and dated and tied to the finding that proves it — so the questionnaire is mostly answered before anyone sends it.
Most teams cover that with a scanner, a pentest firm, a compliance platform and a ticket queue — and then hire the person who runs them. That person is what this replaces. It is also why proving a fix is closed matters more than it sounds: buy the pieces separately and the thing that checks your fix works for a different company than the thing that made it.
Your week, before and after.
- Monday
- 340 new alerts across four tools. Nobody has read last week's.
- Wednesday
- You pick six by gut feel. You are fairly sure two of them are not real.
- Friday
- The fixes are tickets now. They will be tickets next quarter too.
- Next quarter
- The pentest firm finds one you had already ticketed. Six weeks, and stale the week it lands.
- Never
- Anyone re-tests. “Fixed” means somebody closed the ticket.
- Monday
- Four issues. Each one comes with what it reaches and, where you authorised testing, the request that worked.
- Tuesday
- You approve three pull requests from your phone. The fourth needs a decision, so it waits for you.
- Wednesday
- Two are re-tested and gone. The third is not — it reopens itself and says so.
- Any day
- A customer sends a security questionnaire. Most of it is already answered, signed and dated.
- Always
- You can say what an attacker could reach today, and show the evidence for it.
Not every finding can be proved the same way. We tell you which.
"Verified" is doing a lot of work in this industry. Every finding we show you carries the rung it actually reached, so you never have to guess how much was really done.
Best-in-class detection, plus an AI engineer to make sense of it.
Most tools give you a scanner and a 400-row report. TensorShield pairs a complete detection layer with an AI security engineer that triages, chains, and explains — turning raw findings into decisions a non-expert can act on.
- Detection layer. Wraps the leading OSS scanners — recall on par with running each tool yourself, across every asset you run.
- AI security engineer. Verifies what's real, chains issues into attack paths, writes the fix and the plain-English why.
- Human in the loop. Tier-gated approvals on anything consequential, every decision signed into a tamper-evident ledger.
Built on the tools the best security teams already trust.
We don't reinvent detection — and we don't hide what runs under the hood. TensorShield orchestrates the leading open-source security engines so your recall matches running each one yourself, then layers an AI security engineer on top to triage, prove, and fix. Best-in-class coverage, one place, fully transparent.
Web & API testing
Dynamic scanning, crawling, and injection testing of your live app.
Code & secrets
Static analysis, taint tracking, and leaked-secret detection in your repos.
Dependencies & supply chain
Known-CVE scanning and SBOM generation across your dependency tree.
Containers & IaC
Image, Dockerfile, and infrastructure-as-code misconfiguration checks.
Cloud posture
CIS-benchmark and misconfiguration coverage across AWS, GCP, and Azure.
Network, recon & mobile
Port and service discovery, subdomain enumeration, and mobile SAST.
OSINT & external exposure
The attacker's-eye view: leaked credentials, public secret leaks, forgotten internet-exposed hosts, and look-alike phishing domains.
All trademarks belong to their respective open-source projects. TensorShield orchestrates these tools; it is not affiliated with or endorsed by them. External-exposure (OSINT) collection runs live where it's keyless (Certificate-Transparency monitoring, GitHub code-search); breach, dark-web, and port-exposure feeds run via a posted snapshot or a credential-gated connector you configure.
One agent across your whole attack surface.
Code, cloud, web, APIs, containers, mobile, network, and identity — each assessed by the leading open-source scanner for that surface, continuously.
Web apps
DAST — injection, XSS, SSRF, auth, and WordPress/CMS-specific issues
APIs
REST / GraphQL / gRPC — spec-driven fuzzing and shadow-route discovery
Source code
SAST, dependency CVEs (SCA) with reachability, supply-chain malware, end-of-life & deprecated components, license risk, and hardcoded secrets
Containers
Image CVEs, misconfigurations, and SBOM
Cloud accounts
AWS / GCP / Azure posture and IAM attack paths
Network / IPs
Port and service discovery with per-port vuln templates
Domains & DNS
Subdomain enumeration, takeover, and email-spoofing (DMARC/SPF/DKIM)
Identity & SaaS
MFA gaps, risky OAuth grants, stale accounts across Google, M365 & Okta
27 frameworks, mapped as findings land.
Every finding maps to the controls it touches — no spreadsheet, no screenshots. Your evidence pack stays current and signed, ready for an auditor or a customer's security review.
Everything a security & compliance team does — one platform
Five surfaces, one finding graph. Each runs the best open-source scanners, enriched by the AI engineer — feeding the two outcomes you actually buy: security and compliance.
A human in the loop across all of it. The agent finds, prioritizes and fixes — but anything consequential waits for one tap of your approval, and every decision is signed into a tamper-evident ledger. Autonomy where it's earned.
Five surfaces, one brain — every signal makes the next smarter.
The surfaces above aren't separate tools bolted together. Every scan, pentest, and posture check feeds one finding graph — so they corroborate each other's detections and roll into a single compliance posture.
Corroborate findings across tools · correlate cross-surface attack paths via a shared entity · map every finding to compliance controls · the pentest writes proof back onto the finding.
Better detection
The same issue found by two scanners collapses into one — and is marked confirmed when independent tools agree. Less noise, higher confidence.
Cross-asset attack paths
A web flaw that leaks a key, chained to the cloud account it unlocks. Findings bridge surfaces through a real shared entity — across all 8 asset types.
One compliance posture
Every product's findings map to controls and roll into a single signed posture across all 27 frameworks — so detection and audit-readiness move together.
Everyone gets what they need.
Founders & owners
One glance tells you if you're safe and compliant — and the agent is already handling the rest.
Ops & IT
Connect tools, approve fixes from a keyboard-fast inbox, and show real progress — no security background needed.
Developers
Get actionable fixes as PRs and tickets in the tools you already use, with the evidence attached.
Compliance & auditors
Live control posture, signed evidence, and auto-answered questionnaires — reproducible, not screenshots.
See it run on your own systems.
Connect one system free and watch the loop work in minutes.