Jupiter International — Hong Kong

An AI operator
for laboratory equipment.

Integration, calibration and unified control across multi-vendor instruments.

AI operator in a research laboratory
Fig. 01 — Multi-vendor lab integration

How it works in real life

Instruments from different vendors, connected into one operating layer — under human control.

Multi-vendor laboratory bench under unified AI control
Operator: "Run integrated assay #B-12?"
AI: "LC-MS calibrated. Drift +0.3% — within spec."
LIMS: sample batch 2841 → inventory synced
Audit: protocol & access verified

Where it works

Three environments. One operating layer.

01

Multi-vendor integration

Spectrometers, chromatographs, robotic handlers — unified.

02

Calibration & QA

Drift detection, scheduled calibration, traceable runs.

03

Lab-wide systems

LIMS, ERP, scheduling and inventory in one contour.

The system

AI sits between instruments, software and operators.

AIOPERATOROperatorInstrumentsProtocolsLIMS / ERPAudit

Why now

AI is reshaping the curves that matter for labs.

+62%

Instrument utilization

Average uptime gain when multi-vendor instruments share one operating layer.

−47%

Manual reconciliation

Less time spent re-keying data between instrument software and LIMS/ERP.

×9

Integrated lab systems

Growth of AI-driven lab integration projects since 2018.

In the field

Instruments, integrations, software.

Fig. 01 — Multi-vendor bench
Fig. 02 — Cleanroom operations
Fig. 03 — Unified control software
Fig. 04 — Robotic sample handling
Fig. 05 — Research workstation
Fig. 06 — Data & compute core

Platform

Six modules. One coherent system.

Module · 01

Equipment Registry

Module · 02

AI Documentation Assistant

Module · 03

Protocol Engine

Module · 04

Maintenance Planner

Module · 05

Operator Training

Module · 06

Security & Audit

Let's talk

Integrating a multi-vendor lab? Let's design the operating layer together.