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HELIX GLYPH COMPUTE · HOSTED BY DEFAULTv1.0 — flagship

Control AI compute spend before it becomes cloud waste.

Hosted Compute connects cloud accounts, deploys or adopts agents, governs expensive AI workloads, and proves Verified Avoided Compute Cost across cloud, private, and air-gapped environments.

Start 7-day Compute auditSee pricingRead architecture
7-dayaudit
First avoided-cost report
$2k+/mo
Observe tier starting price
ed25519
Signed ledger · every action
OPS THEATER · live
events
000
uptime
00:00:00
GPU-LAB-04TRAIN-07INFER-01K8S-02AWS-PRODgpunetworkcosthostINGESTCONTROLAPPROVEaudit chainexports
COSTCompute shut down idle GPU· GPU-LAB-04 · $3.20/hr saved
╱╱ live customer environment · demo data maskedInside Compute →
01One-button agent deployment
02Cloud + local GPU governance
03CPU · memory · GPU · disk · network Resource Guard
04Verified Avoided Compute Cost ledger
05Hosted by default · appliance / air-gapped optional
03 · HOW COMPUTE WORKS

Connect → Discover → Deploy → Govern → Prove.

FinOps tools show where the bill went. Compute stops waste while the work is still running, and writes a finance-defensible ledger event every time a dollar gets saved.

  1. 01
    Connect

    AWS / Azure / GCP read-only role takes minutes. Optional outbound-only agent where deeper host telemetry is needed.

  2. 02
    Discover

    Compute finds unmanaged GPU assets, local AI runtimes, expensive recurring jobs, and idle / oversized resources across the fleet.

  3. 03
    Deploy / Adopt

    Fresh install path + existing-agent adoption. OS + arch detection. Unified / non-unified fingerprinting. Signed packages. Full audit trail.

  4. 04
    Govern

    Resource Guard enforces CPU / memory / GPU-VRAM / disk / network. Policy-gated throttle, pause, queue, route. Approval gates on destructive actions.

  5. 05
    Prove

    Every avoided dollar gets a signed ledger event: baseline vs optimized, source, timestamp, action, evidence. Finance-defensible.

04 · TOP AUTOMATIONS

Stop the waste while the work is still running.

Every automation card shows value, risk level, and required access. Approval-gated by default. Auto-execute only for low-risk actions when policy explicitly allows.

01Approval-gated

Idle GPU shutdown

Detect, recommend, approve, stop — with hourly avoided-cost in dollars

02Approval-gated

OOM / failed-job prevention

Predict expensive failures before they burn budget on a doomed run

03Recommend

Right-size workloads

Allocated vs used CPU / mem / GPU-VRAM across historical runs

04Approval-gated

Spot / preemptible routing

Retryable jobs go to cheaper capacity when SLA risk is acceptable

05Recommend

Local-vs-cloud routing

If a local GPU can run the job within SLA, save the cloud spend

06Auto-safe

Resource hog throttling

Catch runaway Ollama / vLLM / render / backtest before it starves a host

05 · PRICING

Starting prices on every tier — so you can tell budget fit in ten seconds.

CISO / CIO / FinOps buyers don't want to book a call just to learn whether this is a $20k or $500k product. Public ranges below. Optional Verified Avoided Compute Cost share for customers who prefer pricing tied to proven results.

01 · Compute Audit
Free or $2.5k–$15k
One-time, credit toward annual contract

7-day observe-only audit. First Verified Avoided Compute Cost report.

Hosted by default
02 · Compute Observe
From $2,000/mo
Typical $24k–$60k/yr

Continuous visibility + recommendations. Cloud connectors + observe agents.

Hosted by default
03 · Compute Govern
From $8,000/mo
Typical $96k–$250k/yr

Auto Deployment + Resource Guard + approval-gated automation + ledger tied to actions.

Hosted default · VM optional
04 · Compute Enterprise
From $150k/yr
Typical $150k–$750k/yr

Custom SSO/RBAC · custom connectors · private package registry · premium SLA.

Hosted · VM · appliance · air-gapped

Most customers start with Hosted Compute. Connect your cloud accounts, deploy agents only where deeper host telemetry is needed, and get a 7-day Verified Avoided Compute Cost report. Appliance and air-gapped are available for regulated or private environments.

06 · DEPLOYMENT

Hosted, customer-managed, or hybrid — depending on your data boundary.

Same control plane, same audit chain, same agent. Move between modes as your posture evolves — no re-implementation. Hosted is the default for cloud spend governance; appliance shows up when the data boundary requires it.

01 · HOSTED COMPUTEDefault

Hosted Compute

Default for cloud-first customers. Customer-controlled keys + region + retention. Signed audit chain. Fastest time-to-value.

02 · CUSTOMER-MANAGED VM

Customer-managed VM

Image in your hypervisor. OVA · VHD · QCOW2 · VMDK. Network egress = 0 by default. For data-boundary or private-cloud customers.

03 · APPLIANCE / AIR-GAPPED

Appliance / air-gapped

GX10 / DGX appliance shipped to your rack. Air-gap supported. Regulated + private + on-prem AI workloads governed without leaving your boundary.

“
We connected three AWS accounts on a Tuesday and had a finance-ready avoided-cost report by Friday. Compute caught two idle DGX instances and one runaway training job inside the first hour.
AI Platform Lead
Fortune-500 financial · pilot 06.2026
08 · BEGIN

Get a Verified Avoided Compute Cost report in seven days.

Observe-only by default. No destructive automation. Hosted Compute, customer-controlled keys, customer-owned SIEM and audit. Cancel anytime during the audit.

Start 7-day Compute auditSee pricing
Hosted by default · appliance + air-gapped available