Skip to content
GridNinja

GridNinja methodology

Methods for claims that operators can defend

These methods define how GridNinja scopes public claims, comparisons, corrections, and Capacity Audit outputs. The governing principle is proof before autonomy and proof before promotion: exact wording stays tied to an environment, maturity, evidence object, caveat, approved surface, owner, and review date, while no-proof remains a valid published outcome.

Publication boundary

Evidence earns visibility

The methodology index is public so evaluators can see the intended controls. Individual methods remain noindex until real editorial and technical owners accept public profiles, disclosures, and review responsibility. Until then, the pages are publication candidates—not a claim of an independently operated editorial program.

Resource index

Stable questions, scoped answers, explicit limits

Public evidence policy

Publication gated

Claims must never outrun evidence

GridNinja public claims should never outrun their evidence. Every quantitative, comparative, capability, or outcome claim is scoped to an environment, measurement window, sample, baseline, maturity, evidence URL, owner, caveat, approved surface, and review expiry. Synthetic and illustrative values stay visibly labeled, while expired or retracted claims are removed from eligible copy and retained in correction history.

Inspect resource

Comparison governance

Publication gated

A scoped, source-backed comparison policy

GridNinja comparisons must describe what reviewed public materials establish, not what a competitor supposedly cannot do. Each comparison names the category, capability, source, retrieval date, scope, and limitation. Sources receive quarterly review, and crawlable citations remain available outside interactive drawers. Comparisons are corrected when products, documentation, or evidence change rather than being preserved for marketing convenience.

Inspect resource

Trust policy

Publication gated

Corrections remain visible and attributable

GridNinja retains a permanent record when a substantive public claim is corrected, expires, or is retracted. The record identifies the affected wording and URL, prior state, reason, date, evidence change, owner, and replacement language when applicable. Corrections do not silently erase prior claims, and retracted values are removed from snippets, structured data, and active promotional surfaces.

Inspect resource

Capacity Audit method

Publication gated

How a Capacity Audit turns constraints into a defensible decision

A GridNinja Capacity Audit maps claimed and modeled headroom to the evidence required for safe, usable, auditable capacity. It examines workload demand, topology, cooling, storage, bridge power, reserves, operating policy, telemetry quality, recovery, and SLA constraints. The deliverable separates accepted opportunities, repairable gaps, rejected assumptions, and no-proof conditions without promising a predetermined MW result.

Inspect resource

Capacity Audit

Bring the operator question before the capacity claim

A Capacity Audit maps constrained infrastructure to proof-adjusted opportunities, refusal conditions, and a read-only Shadow Mode plan.

Request Capacity Audit