AI Data Center Operators
Workload return, degraded operation, maintenance states, expansion and recovery windows.
Verified Committable Capacity™ / AI Infrastructure
Current state. Current evidence. Current promise.
Installed Capacity Is Not Committable Capacity.
Valor evaluates whether a proposed compute commitment is still physically supportable now—after current obligations,
degraded states, uncertainty and required recovery capacity are accounted for. The answer is bounded by evidence,
configuration and time.
Read-onlyNo command path into customer controls is required for the evaluation offers.
Commitment-specificEach finding is tied to one defined proposed commitment and declared operating context.
Evidence-limitedValor does not claim more certainty or capacity than the available evidence can support.
State-boundFindings expire when evidence, topology, workload, obligations or declared conditions change.
01 / THE DISTINCTION
Capacity Becomes Valuable When It Can Be Defended As A Promise.
Nameplate capacity, interconnection capacity, commissioning results and contractual commitments are not the same thing.
Valor asks what the physical system can still support under the conditions that matter to the next commitment.
Designed
Installed Capacity
What the electrical and mechanical system was designed, rated or contracted to provide under stated assumptions.
Observed
Current Physical State
What equipment, topology, thermal state, cooling response, workload, maintenance state, obligations and evidence quality exist now.
Defensible
Verified Committable Capacity™
The set of proposed commitments that remain supportable across physical states still compatible with the evidence and declared assurance premises.
02 / BUYING PATH
Start At The Level The Evidence Can Support.
Valor does not make every buyer purchase the full quantitative engagement first.
The smaller gate determines whether the evidence and problem are ready for that work.
00 / SCREEN
Site Fit Check
Non-confidential qualification only. Determine whether there is a bounded problem worth taking further.
- No protected data
- Problem and evidence profile
- Route to fit, clarification or no fit
No fee
01 / EVIDENCE GATE
ValorPass™
A focused evidence-and-fit gate for one facility and one proposed workload commitment. It is not a mini RCE.
- Existing customer data only
- Topology and evidence readiness
- Likely binding constraint
- Recovery obligation requiring quantification
- Evidence gaps
- 2–4 page written result
- PROCEED to RCE / RESTRICT scope / HOLD for evidence
02 / DETERMINATION
Recoverable Capacity Evaluation
The full fixed-scope quantitative engagement for one defined commitment and facility state.
- Supportability determination
- Apparent binding constraint
- Remaining recovery margin
- Evidence limitations
- Validity horizon and expiration conditions
- Bounded written finding
$25,000
03 / CONTINUING
Continuous Admissibility + Licensing
Where validation supports continuing, Valor can progress toward repeated physical-admissibility evaluation, integration or negotiated licensing.
- SUPPORTED / RESTRICT / DERATE / HOLD evidence states
- Binding constraint and recovery margin
- Confidence and validity horizon
- OEM, operator or platform integration
Scoped
03 / ARCHITECTURE
Valor Sits Between “Decide” And “Commit.”
The architecture is a commitment-admissibility layer. AI, schedulers and operators may propose action.
Valor evaluates whether present physical evidence supports the commitment before representation becomes obligation.
RequestWhat is proposed?
AuthorityWho may commit?
EvidenceWhat is actually known?
Physical StateWhat states remain possible?
RecoverabilityWhat reserve must remain?
CommitmentWhat is supportable now?
AttestationWhat exactly was established?
04 / EVIDENCE
Evidence Does Not Get To Manufacture Capacity.
Valor’s evidence discipline keeps a formal argument, a simulation result and a field-proven result from being presented as if they were the same thing.
Evidence
Before Claims.
Before Claims.
Controlled simulation is used to test whether Valor can identify binding constraints, preserve recovery reserve
and distinguish admissible from unsupported commitments. Numeric performance claims should be published only
when the current validation record supports them.
05 / WHO IT SERVES
Built For Decisions Where Compute Capacity Becomes A Promise.
AI data centers are the commercial beachhead. Adjacent power, cooling and infrastructure applications remain licensing
and technical-diligence lanes—not competing homepage stories.
Developers + Colocation
Customer commitments, handover representations and capacity expansion decisions.
AI Cloud + Workload Platforms
Connect workload intent to what the physical facility can still support.
Power + Cooling OEMs
Potential integration above rack power, UPS, storage, liquid cooling, CDUs and central plants.
Commissioning + Engineering
Extend defined-condition testing into degraded topology, compound disturbance and requalification evidence.
Risk + Finance + Insurance
Make capacity representations, assumptions, reserve requirements and invalidation conditions explicit.
06 / BOUNDARY
Know What The Finding Supports—And Where It Stops.
Valor is in validation stage. Controlled-simulation results are not field-performance claims.
Evaluations use client-supplied information and declared assumptions.
Valor does not provide engineering certification, commissioning acceptance, safety approval,
operating authorization or permission to modify a live system. Qualified operators, engineers,
OEMs and native protective controls remain authoritative. Valor returns evidence; the facility retains authority to accept the consequence.