Know · make knowledge usable
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On-premises Knowledge search and Q&A
Structure-aware chunking, dual-path retrieval, RRF fusion and reranker re-ranking, all completed on-premises.
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Product 01 · Source
Specification and document master data hub
Collect specifications, source files, version history and audit records into one authoritative source.
Problem → Approach
The same specification ends up in different versions across testing, requirements, procurement and suppliers — the root cause of such incidents is not people, but the system.
| The old way | The NexSpec Hub approach |
|---|---|
| Files scattered across shared drives, the latest version confirmed by hand | Source files and version history live in the repository, with version numbers, status and timestamps |
| No one can say who changed what, and audits come up empty | SHA-256 verification plus append-only audit records, verifiable one by one |
| Chinese, Japanese and English documents mixed together, each read in isolation | A trilingual interface with multilingual search, storing each document's language independently |
| Once a file is sent out, it cannot be recalled | Five-minute, single-version read-only download tickets that expire the moment they are revoked |
Capabilities
Files with the same structure and name are automatically appended as revisions, duplicates detected, dates and minor-version suffixes confirmed one by one, with per-item results and retry support.
Draft → pending release → released. After a new version is released, the old version is marked as superseded, and individual revocation is supported.
Source files are locked on ingestion, verified with SHA-256 and checked for duplicates; a version can only be created once the upload session completes.
Four relationship types — parent / child / reference / related — a one-hop relationship graph, and circular reference blocking; a fixed five-level project structure anchors section placement.
Body extraction and snippet viewing for Office documents, text PDFs, TXT and Markdown; hybrid keyword and vector search with optional re-ranking.
Ask questions directly against specifications in the repository; answers come with citations you can click through to the source.
Simplified Chinese / Japanese / English. Interface copy, statuses, forms and date formats switch with the language.
Read-only, single-version download tickets valid for five minutes. After revocation, tickets already issued expire immediately.
Interface
Releasing, superseding, uploading, parsing, issuing download tickets — every operation leaves a record: operation event, operator, resource identifier and timestamp. Records are appended in a chain and can be verified one by one after the fact.
In automotive R&D, what a given revision said at the time is often exactly what accountability and retrospective reviews need. So Hub offers no physical delete interface; archiving only changes status, retaining the file and all its versions together.
Workflow
On bulk upload, the system determines merge relationships from structure and name, automatically appends revisions, flags duplicate content and reports the result item by item.
Attach it to the five-level project structure to build parent, child, reference and related links; circular references are blocked by the system.
Draft → pending release → released. Releasing fixes the version baseline, and older versions are automatically marked as superseded.
Hybrid search and cited Q&A query the body text stored in the repository directly; when source files are needed, a ticket is issued for a read-only, single-version download within five minutes.
Design Decisions
We do not allow uploaded source files to be overwritten. Revisions are appended as new versions, and old versions are kept permanently — because the revision as it stood at the time is often what accountability requires.
Archiving only changes status, retaining the file and all versions together. It is not an oversight but a deliberate choice.
Hub owns master data and versions, while NexTest accesses them through fixed-version references. Responsibilities are split, and neither side does a half job.
Audit & Security
The endpoint of version governance is verifiability — and that starts being recorded from the very first second a source file enters the repository.
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Know · make knowledge usable
On-premises Knowledge search and Q&A
Structure-aware chunking, dual-path retrieval, RRF fusion and reranker re-ranking, all completed on-premises.
Test · turn it into an asset
AI test closed-loop platform for automotive software
From specification to test specification and on to the traceability graph, ten Agents run the closed loop together.
Source · Back to the start
See how the product line connects into one chain
Document master data → internal knowledge → test closed loop, with one single fact carried all the way through.
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Covering version appending, duplicate detection, relationship building and five-minute ticket downloads.