Hash-verified
Deterministic reproducibility
Same declared inputs yield the same DRI, ranking, and controlled readout — verifiable via output hash and manifest.
IMOLE IQ provides governed engineering decision infrastructure — decision support with stated limitations, not mission authority, qualification, or procurement endorsement.
Governed engineering decision infrastructure for simulant screening and review-ready artifacts.
IMOLE IQ produces deterministic, hash-backed engineering readouts and Decision Pack artifacts for human review. Outputs support comparative screening under stated proxies; they do not substitute for NASA, OEM, or program authority.
Surface validation tier, explicit limitations, and comparative screening posture before your program commits test article configuration or simulant procurement paths.

Program risk before commitment
Differentiators
IMOLE IQ separates numeric scoring truth from informational catalog context. Every run carries hash-backed integrity fields suitable for configuration management and engineering review boards.
Hash-verified
Same declared inputs yield the same DRI, ranking, and controlled readout — verifiable via output hash and manifest.
Model v0.1
Recommendations use dictionary-controlled vocabulary; prohibited certification claims are structurally excluded from pilot packs.
Manifest-backed
Assumption register with source references, catalog citations, and classification-aware export posture.
Catalog v0.2
Simulant registry metadata and external resource links are informational only — excluded from numeric scoring.
Integrity surface (per scoring run)
How IMOLE works
A configuration-managed lifecycle from problem framing to replayable decision traceability — human review required at commitment gates; no autonomous sign-off.
Frame the test objective, target environment, and fidelity questions before any scoring run.
Engineering value · Reduces scope drift before evidence collection.
Attach catalog references, fingerprints, and provenance-backed evidence blocks to the workspace.
Engineering value · Links every later score to traceable inputs.
Select simulant candidates, weighting posture, and classification boundaries for the program.
Engineering value · Makes trade-study assumptions explicit.
Execute governed scoring with hash-backed output and manifest snapshot.
Engineering value · Same inputs → same outputs — reproducible for review.
Inspect assumption register, sensitivity posture, and frozen readout fields before commitment.
Engineering value · Surfaces hidden judgment before sign-off.
Materialize review-ready artifacts with integrity fields and governance language.
Engineering value · Board-ready traceability without re-interpretation.
Human reviewers validate scope, limitations, and program fit — IMOLE does not auto-approve.
Engineering value · Preserves accountability in aerospace workflows.
Audit events, hashes, and pack lineage tie the decision to evidence of record.
Engineering value · Institutional memory survives personnel change.
Re-run or compare against the same baseline when evidence or catalog posture updates.
Engineering value · Supports configuration-controlled re-evaluation.
Technical foundation
IMOLE IQ combines deterministic computation with governed presentation — depth for engineering interrogation, clarity for leadership briefings, integrity fields for audit.
Reproducible DRI, ranking, and controlled readout from declared inputs — verified via output hash and frozen manifest envelope.
Append-only audit events associate human actions with runs, Decision Packs, and exports without implying external certification.
Review-oriented JSON/PDF with assumption register, integrity fields, explicit limitations, and catalog guidance disclaimer key.
Catalog-backed references, classification posture, and source version pinning — not undocumented spreadsheet judgment.
Materialization, review, and program commitment remain human-governed; IMOLE does not auto-approve hardware or flight paths.
Executive summary through engineering detail — suitable for review boards without hiding model assumptions.

Trust model
Trust derives from transparent limits, deterministic computation, hash-backed artifacts, and visible human authority — aligned to aerospace configuration management practice.
Each workflow gate states purpose, frozen inputs, integrity fields, and recommended next evidence before a team commits.
Named reviewers retain program judgment. IMOLE informs comparative screening; it does not certify hardware or authorize flight.
Deterministic runs, hash-backed manifests, output hashes, and append-only audit lineage support configuration-controlled re-evaluation.
Explicit limitations language and catalog guidance separation reduce unsafe inference during executive briefings.
What IMOLE is not
Aerospace-adjacent programs require explicit non-claims. IMOLE is comparative decision support under human review — nothing more without a separate program of record.
Architecture overview
IMOLE sits between evidence preparation and program authority — comparative screening and traceability, not replacement for qualification or mission sign-off.
Decision Pack v1
IMOLE packages engineering rationale into hash-backed artifacts executives can scan and engineers can interrogate under configuration management.
Decision Pack
Controlled recommendation vocabulary, confidence band, validation tier, and explicit scope limitations for leadership review.
Catalog references, evidence source versions, classification posture, and provenance-backed blocks frozen at run time.
Deterministic assumption rows with source references — environment proxy, phenomena scope, evidence catalog, hardware use case, and simulant catalog posture.
Output fingerprint, input snapshot, catalog checksum, audit record, and frozen manifest version for replay.

Deployment tiers
Bounded evaluation on synthetic and public-reference data. Enterprise deployments add governance configuration review and export-control workflow alignment.
Free
Evaluate governed decision infrastructure on synthetic and public-reference data.
Contact sales
Decision Packs, audit readout, and review-ready exports for engineering teams.
Custom / annual
Governed rollout for advanced programs needing enterprise controls and traceability at scale.
FAQ
No. IMOLE supports comparative screening and review-ready Decision Packs. Qualification and mission authority remain with your program and governing bodies.
Evaluate IMOLE IQ on synthetic fingerprints and curated public-reference catalog entries. Enterprise programs receive guided onboarding, assumption register review, and export posture alignment.