AI cost & governance

AI Cost Governance & FinOps

Run AI-driven security at scale without runaway bills — per-workspace token tracking, hard budget caps and an admin operations console.

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AI-driven security is powerful — and metered. heimdallX tracks every token its agents spend, attributes the cost to the workspace that incurred it, and enforces hard budgets so a runaway scan can never surprise you on the invoice. An admin operations console gives platform owners a live view of spend, usage and limits across every team.

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Every token, accounted for

Each AI call — analysis, briefing, remediation — is metered and attributed to its workspace and project. You see exactly where spend goes, by team and by capability, in real time instead of at the end of the month.

Budgets that actually stop

Set a monthly AI budget per workspace and heimdallX enforces it: once the cap is reached, further AI calls are declined rather than silently billed. No bill shock, no manual babysitting — the guardrail holds on its own.

An operations console for owners

Platform admins get a live console — spend, usage, limits, plan and status across every workspace — plus the audit trail to answer who used what, and when. FinOps and security governance in one place.

How it works

1

Meter

Track tokens and cost on every AI call.

2

Attribute

Roll spend up by workspace and project.

3

Enforce

Decline AI calls once the budget cap is hit.

4

Operate

Owners watch spend and limits in one console.

Budget enforcement
$ ai-budget status --workspace acme
→ used 82,400 / 100,000 tokens this month
→ 3 workspaces over 80% — owners alerted
  cap reached → further AI calls declined

Explore more

Exploit validation

Exploitability Validation Core

Stop chasing severity. Rank by what's actually exploitable — EPSS probability, CISA KEV, and proven reachability.

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Active validation

Proof-based Active Testing

Confirm vulnerabilities by safely triggering them — reflected XSS, error-based SQLi and open redirects, proven not guessed.

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Adversary emulation

Attack Simulation & MITRE ATT&CK

See findings the way an adversary chains them — mapped to MITRE ATT&CK tactics and techniques.

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Put it to work

Run your first scan in under two minutes. Free, no credit card, real findings.

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AI Cost Governance & FinOps — heimdallX