Meet your AI security engineer.
A scanner hands you a list. TensorShield gives you an engineer: it runs best-in-class OSS detection, triages the real risk from the noise, prepares the fix, and proves it — applying anything consequential only after you approve. No security hire required.
OSS-grade detection · AI triage & fixes · human-in-the-loop · signed
It runs the whole loop — so you don't.
The work a security engineer would do, continuously: detect, triage, fix, prove. You step in only where judgment is needed.
Detects
On a deterministic floor of 30+ OSS scanners across code, cloud, web, APIs, containers, identity & SaaS — recall no model can undercut.
Triages
Separates real, exploitable risk from scanner noise — verifying, corroborating, and chaining findings into the attack paths that actually matter.
Fixes
Prepares the real remediation — a pull request, a config change, an identity action, a ticket — ready to ship the moment you say go.
Proves
Maps every finding to the controls it touches across 22 frameworks and signs it into a tamper-evident evidence pack — for your auditor and your customers.
Autonomy you can actually hand the keys to.
An agent that changes your infrastructure has to be safe by construction. Here's how.
Grounded — it can't hallucinate
The agent can't record a finding no tool supports, or assert a permission the evaluator didn't return. Every claim cites the evidence that proves it. No invented vulnerabilities.
Human in the loop, by tier
Low-risk fixes auto-apply; anything consequential waits for one tap of your approval. The autonomy is earned, never assumed — and tuned per action class.
It ships the fix, read-only until you say so
Connections are least-privilege and read-only by default. The agent opens the PR / drafts the change and applies it only after the gate — never a surprise write.
Every decision is signed
Auto-applied and human-approved actions alike record into a replayable, ed25519-signed ledger. You can audit exactly what the agent did, and why.
One kill-switch, fail-closed
Freeze all autonomous action for the whole tenant instantly. The switch beats any verdict; queued actions wait. The one human on the loop stays in control.
On best-in-class OSS
The detection floor is the leading open-source tools the industry already trusts. The agent reasons on top — it doesn't replace proven scanners with a black box.
From scanner output to a signed, approved fix.
A tool fires
An OSS scanner surfaces a candidate. It enters the agent's queue grounded in that tool's evidence.
The agent verifies
It confirms, corroborates across tools, and rates confidence — discarding what it can't substantiate.
It writes the fix
A PR, config change, or identity action — mapped to the CWE and the compliance controls it closes.
You approve
Consequential changes wait for your tap. It applies, then signs the decision into the ledger.
An AI security team you run with actions, not prompts.
No blank prompt to stare at. Your AI Security Engineer and AI Pentester are consoles of one-click actions — each triggers a real agent over your real findings, and anything it changes waits for your approval.
→ A prioritized list — real risk first, the noise collapsed.
→ A pull request or config change, ready for you to approve.
→ Root cause, blast radius, and how it chains to a crown jewel.
→ The IAM + reachability paths an attacker could actually use.
→ A signed, auditor-ready compliance pack.
→ An exploitation-proven report with captured PoCs.
A scanner flags. An engineer fixes.
TensorShield AI security engineer | A scanner flags only | Hire an engineer $150k+/yr | |
|---|---|---|---|
| Best-in-class OSS detection underneath | |||
| Triages real risk from noise (not a 400-row dump) | |||
| Prepares + ships the actual fix | |||
| Human-in-the-loop gate + kill-switch | |||
| Grounded — no hallucinated findings | |||
| Signed, replayable decision ledger | |||
| Cost for an SMB | $/mo | $/mo | $$$$/yr |
Category comparison — capabilities vary by vendor and plan.
Hire the engineer that never sleeps.
Connect a system and watch the agent detect, triage, and prepare its first fixes — for free, with you in control of anything that matters.