Governance & cost control for AI infra

Govern every workload.
Cut the cloud bill.

Zeroware runs inside your own cloud, scores every request for entropy and drift, gates what's wasteful or off-spec, and self-heals on breach — cutting cloud spend 25%+ while accuracy holds. We never see or touch your data.

✓ Runs in your cloud — zero data access ✓ Self-healing rollback ✓ Bring your own cloud
zp-node · live us-east-1
Integrity η
0.94
Drift
0.03
Gated
1.2%
ACCEPT req#4471 · η0.96 · entropy 0.08
ACCEPT req#4472 · η0.93 · entropy 0.14
GATED  req#4473 · η0.41 · entropy 0.88 ✕
ACCEPT req#4474 · η0.95 · entropy 0.07
Built for teams in Fintech·Healthcare·AI Labs·Cybersecurity·Gaming·Solar·Public Sector·Logistics
See it in motion

Every request, governed at the front.

Watch what happens to your data without the governor in front of it — and with. Same workloads, same cloud.

Without Zerowarerunaway spend · silent drift · no proof
DataWorkloads
Cloud bill climbing — waste & drift sail straight through$1,000,000/mo
With Zerowaregated · self-healed · provable
DataGOVERNORWorkloads
Waste & off-spec gated at the front — clean traffic passes$750,000/mo · 25% saved
The problem

Runaway compute and drifting models quietly bleed money and trust.

Every unchecked request is spend you can't explain and behavior you can't prove. When the auditors — or the board — ask, "how do you know it's behaving?", most teams can't answer.

💸

Wasted spend

Redundant, runaway, and low-value compute inflates cloud bills 20–40% with no one accountable per request.

🎯

Silent drift

Models degrade and violate constraints gradually — accuracy slips before anyone notices, and there's no gate to stop it.

🔍

No proof

When compliance or leadership asks for evidence, logs are mutable and scattered. There's no tamper-evident record.

How it works

Three steps. Minutes, not months.

01

Connect

Point your traffic or telemetry at the Zeroware ingress with one header. No rip-and-replace — it sits in front of what you already run.

02

Score & gate

Every request is scored on entropy and drift by the governance kernel. Clean traffic flows; wasteful or off-spec requests are gated in real time.

03

Save & prove

Your bill drops as waste is cut, and every decision lands in a tamper-evident, hash-chained audit trail you can hand to any auditor.

Zero data access

Your data never leaves. We never look.

Zeroware is the rare governance layer that protects your workloads without ever seeing them. The kernel runs inside your own cloud — we govern on integrity signals, not by harvesting your data.

🛡️

We never see your data

Zeroware scores integrity signals — entropy and drift — never your payloads. Your data is never inspected, copied, or sent to us. Ever.

☁️

Bring your own cloud

The kernel deploys into your AWS or Azure account and stays there. Your data never crosses your own boundary — no exfiltration, no lock-in.

♻️

Self-healing

When integrity breaks, Zeroware automatically rewinds the workload to its last known-good state. It doesn't just flag failures — it repairs them.

RUNS IN YOUR CLOUD

Your VPC · your keys · your data

GOVERNS ON SIGNALS

Entropy & drift only — never content

SELF-HEALS & PROVES

Auto-rollback + tamper-evident audit

The platform

One integrity layer for everything you run.

⚖️

Governance gate

A constitutional kernel scores entropy & drift and blocks breaches before they cost you — with degraded-mode and auto-rollback.

🔗

Tamper-evident audit

Every decision is written to a hash-chained vault. Provable, immutable, and now shipped off-box to durable storage.

📉

Cloud savings

Cut wasteful compute for a 25%+ reduction in cloud spend — measured against your real baseline, not a promise.

☁️

Multi-cloud

Bring your own cloud. One provisioning contract governs AWS and Azure identically — no lock-in.

📊

Real-time telemetry

Live CPU, GPU, accuracy, and latency per workload — streamed to a dashboard your team and ours both watch.

🔌

Drop-in integration

A single ingress header routes any vertical through the same gate. Ship in an afternoon, not a quarter.

Inside the kernel

More than a gate. A live control plane.

The governance kernel doesn't just block bad requests — it keeps your workloads fast, healthy, and recoverable, every second.

Inline, sub-ms latency

Each request is scored in the request path with negligible overhead — governance that never slows your workloads down.

♻️

Self-healing rollback

On a constitutional breach the kernel snapshots and rewinds to the last known-good state automatically. It repairs, not just alerts — no 3am page.

❤️

Live health scoring

Every node carries a real-time integrity score (η). Degraded mode engages before a failure, not after — friction is tracked, not fatal.

🌀

Entropy & drift control

Two signals — disorder and constraint violation — decide accept, degrade, or gate on every single request.

🧭

Degraded-mode tracking

Minor friction doesn't stop you. The kernel engages a tracked trajectory and keeps you running while it recovers.

🔗

Hash-chained proof

Every decision — accept, gate, or rewind — is chained and shipped off-box to durable storage. Tamper-evident by design.

Estimate your savings

See what you'd save — and keep.

Move the slider to your expected savings. You'll see your savings, an estimated investment (always a fraction of what we save), and what you keep. Your exact number is scoped in a quick call.

15%50%85%
Baseline 50–75% value-share 75%+ value-share

Most teams land at 25–40%. We only earn more when we save you more — the value-share only kicks in once you're already saving far more.

You save$250,000/mo
Est. investment$60K–$100K/mo
Estimated savings / yr$3,000,000
Est. investment / mo $60K–$100K
You keep — every month
$150K–$190K/mo
Book a demo for your exact number →
Before & after

Your cloud bill, side by side.

Same workloads, same cloud — governed. A typical enterprise estate, before and after Zeroware.

Before Zeroware
$1,000,000/mo
  • ✗ 25–40% wasteful / runaway compute
  • ✗ Drift caught late, if at all
  • ✗ No tamper-evident audit
After Zeroware
$750,000/mo
  • ✓ Waste gated at the front
  • ✓ Drift gated in real time + self-heal
  • ✓ Provable & auditable, every request
▼ $250,000/mo saved · $3M / yr

Illustrative of a conservative ~25% baseline. Your real numbers are measured on your own cloud.

The value

You keep the savings.

Everything anchors to one number: how much we cut your cloud bill. You keep the vast majority of it — we only earn when you save. There are no seat fees and no surprises. When you're ready, we'll scope your exact number together.

We only earn when we save you more
Growth
~$60K+/mo saved
On ~$250K/mo cloud spend
  • ✓ Runs in your cloud — zero data access
  • ✓ Governance gate + self-healing
  • ✓ Real-time savings dashboard
  • ✓ Tamper-evident audit trail
Talk about your number
Strategic / Global 2000
~$1.25M+/mo saved
On $5M+/mo cloud spend
  • ✓ Everything in Enterprise
  • ✓ Private deployment options
  • ✓ Custom verticals & adapters
  • ✓ Executive reporting
Contact us

Savings shown reflect a conservative ~25% baseline. Your exact savings are measured on your real cloud, and we scope the cost with you — signed clients then see a fully transparent bill on their dashboard.

Your portal

Watch your savings in real time.

Your team monitors savings, CPU/GPU, accuracy and latency live — with a fully transparent bill. This is your dashboard.

Client dashboard
Saved this month
$769K
▲ on track
Accuracy
99.3%
▲ 0.2
Avg latency
41ms
▲ fast
GPU util
78%
— steady
Open your dashboard →
Trust & integrity

Provable by design.

The governance kernel has zero third-party dependencies — it's the trusted root. Every decision is hash-chained and now shipped off-box to durable storage, so the record survives even total loss of the node.

Hash-chained vault — tamper-evident, append-only audit of every gate decision.
Off-box durability — the chain ships to S3, surviving box loss.
Auto-rollback — a constitutional breach rewinds to last known-good state.
— AUTOMATED VAULT ENTRY —
TIMESTAMP: 2026-07-12 18:04:11
MODULE  : northwind:req-4473
STATUS  : GATED
TELEMETRY: [K:0.590 SL:0.880 ETA:0.410]
DETAILS  : efficiency below floor — rewind engaged
-------------------------------------
PREV_HASH: 9f2c…a7be  →  THIS: 33aa…690a
FAQ

Questions, answered.

How fast can we go live?

Most teams connect in an afternoon. Zeroware is a drop-in ingress — you point traffic at it with a single header, and it governs what you already run. No rip-and-replace.

How is savings measured?

Against your real cloud baseline over the first weeks, not a marketing promise. You see the measured number on your dashboard every day, and it's what pricing is anchored to.

What does it cost?

Pricing is custom and value-based — a fraction of the savings we actually deliver, anchored to your estate size. We only earn more when we save you more. Book a demo and we'll quote your estate.

Do you touch our data or move money?

Zeroware governs and scores traffic; it doesn't execute trades or move funds. The kernel runs in your cloud (bring-your-own-cloud) and writes an auditable record you own.

Which clouds are supported?

AWS and Azure today, through one universal provisioning contract, with more on the way. No lock-in — it's your cloud.

Book a demo

See your savings on your own numbers.

A 20-minute walkthrough with your real cloud baseline. We'll show the gate, the dashboard, and quote your estate.

No spam. We'll only use this to schedule your walkthrough.