Use Cases
Everyone claims AI power savings. Spark-XC proves them — for every team that signs off
Finance, facility, operations, grid, compliance, sovereign — each one needs a power action proven differently. Spark-XC validates and authorizes every action, then hands each team a tamper-evident record it can verify itself. Mission Control executes. Spark-XC validates.
The problem · why now
Power is now the limit on AI — and the savings can't be proven
Buildout is gated by megawatts, not chips: interconnection queues stretch for years, utilities curtail load, and every operator is under pressure to cut power and prove it. But a power action you can't substantiate is three exposures at once — a facility budget you can't defend, an audit you can't reconstruct, and a savings number finance won't sign.
What's riding on power you can't prove
Annual GPU power spend
$0
…and a 10% efficiency claim on this fleet is $0/yr you'd have to substantiate to finance — today, on logs anyone could edit.
Spark-XC turns every one of those dollars into evidence an auditor can replay. See the proof object →
Illustrative estimate at 8,760 hrs/yr; your figures will vary. Not a Spark-XC savings guarantee — see how we measure.
Who It's For
One governance layer, every team it answers to
CFO & Finance
Power numbers you can defend
Finance teams are asked to stand behind cost and carbon figures they can't trace. Spark-XC ties every cost or carbon figure to a measured power delta and an explicit rate assumption — so the number is financially real, not a standalone savings claim.
Each governed action carries the measured change, the rate it was priced against, and the Power Event Record that proves it — auditable from the line item back to the rack.
Each governed action carries the measured change, the rate it was priced against, and the Power Event Record that proves it — auditable from the line item back to the rack.
What this team gets
Δ
Measured power delta — figures grounded in real change, not estimates
$
Explicit rate assumption — every cost or carbon figure shows its basis
✓
Power Event Record — financially real, independently replayable
Energy & Facility Managers
Prove what changed at the rack
Facility teams own the power, cooling, and floor — but rarely see GPU-side actions correlated to what their systems report. Spark-XC correlates GPU-side power with DCIM, BMS, and PDU/UPS so facility teams can prove exactly what changed at the rack.
When a power action lands, the facility-side effect is captured alongside it — no more reconciling GPU telemetry against building systems by hand.
When a power action lands, the facility-side effect is captured alongside it — no more reconciling GPU telemetry against building systems by hand.
What this team gets
GPU ↔ facility correlation — DCIM, BMS, PDU/UPS tied to each action
Δ
Rack-level proof — show the measured change where it happened
✓
Power Event Record — one shared record across teams
Data Center Operators
Govern actions without replacing the stack
Operators already run NVIDIA Mission Control, DCGM, and schedulers. Spark-XC validates and authorizes power actions across that stack without replacing it — it sits above Mission Control, DCGM, Slurm, Kubernetes, and Run:ai as a governance layer.
Mission Control executes the action; Spark-XC confirms it was approved, safe, auditable, and financially real, then commits a Power Event Record for every one.
Mission Control executes the action; Spark-XC confirms it was approved, safe, auditable, and financially real, then commits a Power Event Record for every one.
What this team gets
↑
Layer above — Mission Control, DCGM, Slurm, Kubernetes, Run:ai
Validate & authorize — power actions gated before hardware
✓
Power Event Record — no rip-and-replace of the existing stack
Utility & Grid Partners
Auditable demand response
Grid partners need AI infrastructure to respond to grid signals — and to prove it did. With Spark-XC, power actions can respond to grid signals and carry a grid-event reference, making demand response auditable rather than asserted.
Each grid-triggered action commits a Power Event Record tied to the originating signal, so utilities and operators share one verifiable account of what was asked, what happened, and when.
Each grid-triggered action commits a Power Event Record tied to the originating signal, so utilities and operators share one verifiable account of what was asked, what happened, and when.
What this team gets
Grid-signal response — actions react to utility APIs
#
Grid-event reference — each action carries its originating signal
✓
Power Event Record — auditable demand response, not assertions
Audit & Compliance
Every action, independently replayable
Audit teams need evidence that holds up — not log lines that could have been edited. Each action is a Power Event Record on an append-only, SHA-256 tamper-evident chain, and each one is independently replayable.
Replay an action to confirm it was approved, was safe, is auditable, and is financially real — without trusting the system that produced it.
Replay an action to confirm it was approved, was safe, is auditable, and is financially real — without trusting the system that produced it.
What this team gets
Tamper-evident chain — append-only, SHA-256 anchored
▶
Independent replay — verify without trusting the source system
✓
Power Event Record — approved, safe, auditable, financially real
AI Infrastructure Leaders
Govern power from one layer above
Leaders accountable for AI infrastructure shouldn't have to reconcile GPU, workload, facility, grid, and finance systems by hand. Spark-XC lets you govern power across all of them from one layer above the existing systems.
A single governance layer validates, authorizes, and proves every power action — giving one verifiable account of what was approved, what was safe, and what it cost across the entire operation.
A single governance layer validates, authorizes, and proves every power action — giving one verifiable account of what was approved, what was safe, and what it cost across the entire operation.
What this team gets
↑
One layer above — GPU, workload, facility, grid, finance
Validate · authorize · prove — every power action governed
✓
Power Event Record — one verifiable account across the operation
Neoclouds & GPU-as-a-Service
Prove power per tenant
Multi-tenant GPU providers are asked to prove what each tenant drew, was charged, and was promised — without leaking one tenant's activity to another. Spark-XC commits a Power Event Record for every governed action, attributed to the tenant it served.
Chargeback rests on a measured power delta, SLAs are backed by replayable evidence, and each tenant's records stay isolated — one verifiable account per tenant.
Chargeback rests on a measured power delta, SLAs are backed by replayable evidence, and each tenant's records stay isolated — one verifiable account per tenant.
What this team gets
$
Per-tenant chargeback — grounded in a measured power delta
SLA proof — replayable evidence, not assertions
✓
Power Event Record — attributed per tenant, isolated
Sovereign & Public Sector
Accountable national compute
National AI programs and public-sector operators must show that power on critical compute was authorized, safe, and accountable — often on-prem or air-gapped, under strict policy and chain-of-custody rules.
Spark-XC encodes agency authority in the policy and approval gate, commits a tamper-evident Power Event Record for every action, and governs above the existing stack without sending data out — verifiable by oversight, independent of the operator.
Spark-XC encodes agency authority in the policy and approval gate, commits a tamper-evident Power Event Record for every action, and governs above the existing stack without sending data out — verifiable by oversight, independent of the operator.
What this team gets
Policy-encoded authority — national/agency rules at the gate
Air-gapped friendly — governs in place, no data egress
✓
Power Event Record — SHA-256 hash-chained, independently verifiable (optional HMAC signing)
Power Event Record
What does a governed power action look like?
Without Spark-XC, a power action reaches hardware with no shared proof that it was approved, safe, or financially real. Teams reconcile GPU telemetry, facility systems, and cost figures after the fact — if at all.
With Spark-XC, the action is validated, authorized, and proven across GPU, workload, facility, grid, and finance — then committed as a Power Event Record: the atomic unit of proof for the action. It answers, in one record, whether the action was approved, was safe, is auditable, and is financially real — on an append-only SHA-256 tamper-evident chain, independently replayable.
Power Event Record
Approved
Authority confirmed
Safe
Validated pre & post
Auditable
Tamper-evident chain
Real
Financially grounded
[GATE] 09:14:05.001 — authority: confirmed
[OK] 09:14:05.002 — telemetry verified, utilization maintained
[OK] 09:14:05.004 — facility correlated, rack Δ logged
[HASH] 09:14:05.005 — 4a91...7f30 chained
[OK] 09:14:06.100 — PER committed · replayable
Regulatory & Compliance
SPARK-XC and compliance requirements
Because every governed action is a Power Event Record on a tamper-evident chain, SPARK-XC is compliance infrastructure — not just an operational tool. Each record is independently replayable.
Power Action Documentation
Provide auditors with a complete, tamper-evident record of every governed power action across your AI infrastructure. The append-only SHA-256 chain makes any modification detectable, and each Power Event Record is independently replayable.
Power Event Record
Policy & Authorization Evidence
Every policy and approval gate evaluation is captured — including the rule matched, the authority confirmed, and the parameters submitted. Demonstrate that power actions are validated and authorized before they reach hardware.
Validate · Authorize
Incident Response Records
Power spikes, telemetry mismatches, facility deltas, and policy rejections each produce a structured Power Event Record. SPARK-XC gives incident responders a complete, replayable timeline across GPU, facility, and grid.
Independently replayable
Verifiable Governance
Each governed action is validated across telemetry, workload, facility, policy, and evidence. GPU telemetry, facility correlation, and the audit chain can each be verified by external tooling — independent of the system that produced them.
Independently verifiable
Change Management Audit Trail
Every power action — who requested it, when, what was approved, what was applied, and whether it matched — is permanently recorded as a Power Event Record and cryptographically bound on the tamper-evident chain.
Tamper-evident chain
Patent-Pending Methodology
SPARK-XC's architecture is protected by a pending patent — giving operators and investors confidence in a documented, defensible, and differentiated safety approach.
Patent Pending
Get Started
See a power action proven, end to end
Bring a real power action and we'll replay its Power Event Record — approved, safe, auditable, and financially real. We're working with a select group of partners across finance, facility, operations, grid, and compliance.