REFERENCE INTELLIGENCE

Find faster. Control before use.

METRAXIOM can assist an authenticated team in locating original instrument specifications while keeping a hard boundary between search assistance and measurement authority.

GOVERNED DISCOVERY

AI can find evidence. It cannot create authority.

The discovery layer is designed to accelerate source finding without silently turning a model response into a tolerance, uncertainty input, decision rule, or released result.

01

Start from the instrument

Search by manufacturer, exact model, option, range, family, or controlled asset context. Known manufacturer aliases route retrieval toward the relevant governed manufacturer source set rather than treating the entire web as evidence.

02

Search governed sources

The configured server-side retrieval provider receives only the search query and a controlled HTTPS domain set. Candidate URLs must also appear in the provider's actually consulted source metadata.

03

Keep it candidate-only

A retrieved value is not a controlled specification. Exact model/configuration, revision, range, conditions, unit and source locator remain explicit human-verification requirements.

04

Preserve the handoff

Successful discovery records provider/time, pseudonymized query provenance, trust-registry version and domain-set fingerprint, persistent candidate IDs, and later human-controlled-source lineage.

Current design boundary: authenticated paid tenant → governed retrieval → actually consulted trusted source → persistent candidate → original source → explicit human verification → controlled source → deterministic calculation → independent review → controlled release.
SOURCE COVERAGE

Built to expand without lowering the trust boundary.

The governed registry can route recognized manufacturers and product-family aliases toward original manufacturer domains while retaining public metrology sources such as NIST. Current controlled coverage spans calibration/test equipment, electrical/electronic test, pressure, temperature, flow, environmental measurement, dimensional metrology, laboratory weighing/analytics, airflow/particle measurement, and process instrumentation. Unsupported or customer-specific evidence can still enter through the separate controlled-source workflow after authorization and human verification.

Manufacturer routing

Recognized names and legacy product-family aliases narrow the retrieval domain set. That improves relevance without declaring a manufacturer page applicable merely because its hostname is approved.

Versioned trust context

Each new discovery preserves the governed source-registry version and a SHA-256 fingerprint of the exact trusted-domain set supplied to retrieval, so future review can distinguish changing source policy from changing search output.

Human-controlled promotion

The browser carries only a persistent candidate identifier into source verification. The server reloads the candidate inside the tenant and preserves the original URL before a human can finalize a controlled source.

REFERENCE CAPABILITY

Capability before assignment.

Once controlled evidence exists, Reference Intelligence also supports the harder operational question: which reference can actually support this work?

01

Which reference can support the work?

Rank controlled candidates by quantity, unit, range, calibration status, expiry, uncertainty/capability, and organization policy.

02

What capability is required?

Translate a documented method or customer requirement into a capability threshold. Minimum TUR is policy input — never a hidden universal 4:1 rule.

03

Why was something excluded?

Expired, out-of-range, wrong-unit, uncontrolled, or insufficient-capability candidates are explicitly rejected rather than silently ignored.

STANDARDS MAP

Use each rulebook for the job it actually governs.

METRAXIOM maps requirements to controlled workflow concepts. It does not reproduce protected standards text and it does not claim that using a standard reference makes the software accredited or certified.

ISO/IEC 17025:2017Laboratory competence, impartiality and consistent operation; relevant to traceability, methods, technical records, uncertainty, validity and conformity reporting.
ISO 9001:2015 + Amd 1:2024Quality-management-system context, including control of monitoring and measuring resources where applicable. A revision is in development, so deployed references must be version-controlled.
ISO 10012:2026Measurement-management-system requirements intended to support confidence in the validity and reliability of measurement results.
NIST TN 1297Public NIST guidance for identifying, combining, expanding and reporting measurement uncertainty.
NIST TN 2156Public NIST policy and FAQ material on metrological traceability and the traceability chain.
ILAC G8 / ILAC P14Decision-rule/conformity guidance and calibration-uncertainty policy context. Current customer, accreditation-body and method requirements still control.
Important: there is no current calibration standard called “ISO 90025.” Where that shorthand appears in conversation, the relevant standards must be identified precisely — typically ISO/IEC 17025 for testing/calibration laboratories and ISO 9001 for organization-wide quality management.
CONTROL HIERARCHY

The governing requirement wins.

A public standard is only one layer. METRAXIOM must preserve the exact customer contract, manufacturer specification, approved method/procedure, laboratory quality-system rule, accreditation-body requirement, and applicable regulatory requirement that actually governs the work.

1 · Applicable law / regulationSector- and jurisdiction-specific obligations when they actually apply.
2 · Customer / contractExplicit acceptance criteria, reporting language, method, data and quality requirements.
3 · Approved method / procedureThe controlled technical method used for the actual work.
4 · Quality-system policyOrganization rules for uncertainty, TUR, decision rules, review, release and records.
5 · Standards / guidanceAuthoritative external references used within their actual scope and version.
6 · METRAXIOM configurationThe software implements the selected controlled rule; it does not silently create the rule.