Questions evaluators should ask first.

No. The production data-plane benchmark path is economy-SVD latent factors plus an SQ8 rerank sidecar. QTT is the broader HolonomiX technology core and remains available as an alternate representation path for specialized callers.

It addresses 12 workflows: 8 eliminated outright, 3 architecturally collapsed, and 1 simplified. The core commercial replacements are cache, feature store, search index, vector DB, ETL, streaming/retention, API gateway, and observability surfaces.

HX-Provenance is the standalone proof and attestation product for SHA-256 manifests, IEEE 754 commitments, and ML-DSA-65 signed receipts.

The Atlas is the structural intelligence layer that classifies data and retrieval behavior so the platform can select compression, rerank, and governance policy.

Not yet. The current Atlas is fp32 calibration. Compressed-path certification requires additional measurements and a TQ4 deployment class.

The current commercial posture is private/self-hosted or VM-image-oriented deployment. Managed public-cloud self-service is not positioned as shipped.

Yes. The Proof page publishes a redacted sample proof bundle with manifest, schema preview, verifier skeleton, and expected output. Full benchmark bundles are gated when they include sensitive corpus, environment, or diligence material.

No. HolonomiX is operated by Tigantic Holdings LLC at holonomx.com. Footer and About pages state the official identity to reduce procurement confusion.

Requests are triaged by lane. Complete business-domain submissions target a one-business-day response, followed by proof-pack, security/legal, technical call, or pilot-scope routing as appropriate.