Project AURIONAI Use-Cases Research & Innovation
time series

System Invariant Analytics Technology (SIAT)

NEC predictive maintenance and real-time equipment monitoring technology; proof of concept at Kalbe Farma (Apr to Jun 2026) met 2 of 3 targets per Kemenperin.

NECNECJapan
NEC
Levelmodel
Classtime series
Parametersnot in the notes
Contextnot in the notes
Releasednot in the notes
Opennessproprietary
Runs onnot in the notes
Statusnot in the notes

Industry Use Cases

Healthcare
Pharma manufacturing and GMP
Industrial
Predictive maintenance (failure prediction, RUL)

R&D Topics

Anomaly detection and predictive maintenance on sensor dataexemplar

Deployments

PT Kalbe Farma Tbk
PT Kalbe Farma Tbkproof of conceptIndonesia20 Jul 2026

Proof of concept Apr to Jun 2026, facilitated by Kemenperin PIDI 4.0; 2 of 3 targets met; Kalbe satisfaction 8/10

Predictive maintenance (failure prediction, RUL)government statementsuarapemerintah.id
Where this comes from
From G13, the deployment rows of T08 to T10, and the Indonesian-language search of 11 October 2026. An outcome claim is the organisation's own unless the evidence type says independent report.

Identity

Developer
NEC
Family
not in the notes
Released
– sources
Weights published
–
Record checked
10 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
not in the notes
Total parameters
– sources
Active parameters
–
Checkpoint parameters
–
Context length
not in the notes
Input
time series, sensor
Output
not in the notes
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
proprietary
Licence
Proprietary sources
Access routes
not in the notes
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
not in the notes
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Benchmark Results

The notes record no benchmark result for this model.

Lineage

The notes record no lineage for this model.

Sources

  1. Industri Farmasi Masuk Era AI, Kemenperin Fasilitasi Uji Coba Solusi Industri 4.0 suarapemerintah.id https://suarapemerintah.id/2026/07/industri-farmasi-masuk-era-ai-kemenperin-fasilitasi-uji-coba-solusi-industri-4-0/

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "System Invariant Analytics Technology (SIAT)", https://aurion.semai.id/models/nec-siat/, records of October 2026.