Instrument Data Capture
300+ Instrument Bi-Directional Integration
Say goodbye to manual transcription. From Agilent, Waters, Thermo, Shimadzu to domestic instruments — one gateway covers them all. Raw data auto-archiving compliant with 21 CFR Part 11 data integrity requirements.
Six Core Capabilities Building the Closed Loop
Refined around real-world pain points, every capability has been validated across thousands of laboratories.
Universal Instrument Gateway
RS-232/485, USB, LAN, folder monitoring, direct database connection — five capture modes with adaptive selection. No hardware replacement required; one gateway adapts to all mainstream brands.
Bi-Directional Communication
Push task sequences, parameter templates, and gradient programs to instruments; simultaneously retrieve raw chromatograms, integration results, and audit trail logs. Bi-directional command loop enables truly unattended experiments.
Raw Data Compliance
Encrypted raw data archiving with complete metadata recording; supports electronic signatures and full audit traceability. Natively complies with 21 CFR Part 11, EU Annex 11, and GMP/GLP data integrity requirements.
Edge Computing Gateway
Local caching + store-and-forward mechanism ensures zero data loss during network outages. Industrial-grade 99.95% stability; supports 24/7 unattended continuous capture with automatic retry and alerting.
AI Anomaly Detection
Real-time identification and auto-alerting of baseline drift, peak shape distortion, and retention time shifts. AI models continuously learn lab baseline characteristics, detecting anomalies 2-3 batches ahead of traditional rule engines.
Unified Data Lake
Structured test data and unstructured raw files stored in a normalized model, bridging to BI dashboards and AI analytics platforms. Break down instrument silos and enable cross-brand data aggregation and analysis.
Covering Mainstream Instrument Brands
Ready-to-use standard driver modules, combinable on demand with deep customization options. Continuously expanding driver library with rapid adaptation for new instrument models.
Chromatography CDS
Agilent OpenLab / Waters Empower / Shimadzu LabSolutions / Thermo Chromeleon / Hitachi Chromaster
Mass Spectrometry
Thermo Xcalibur / Waters MassLynx / SCIEX Analyst / Agilent MassHunter / Bruker Compass
Spectroscopy
FTIR / UV-Vis / AAS / ICP-OES / ICP-MS / XRF / Raman — covering 20+ brands
Biochemistry Analyzers
Roche / Siemens / Beckman / Mindray fully automated biochemistry analyzers, supporting bi-directional LIS communication
PCR / qPCR
ABI QuantStudio / Bio-Rad CFX / Roche LightCycler / Qiagen Rotor-Gene and other mainstream platforms
Balances / pH / Titrators
Mettler Toledo / Sartorius / Metrohm full series, supporting RS-232 bi-directional communication with auto-zero calibration
Dissolution / KF
Auto-sampling linkage + data return, supporting Agilent / Distek / Metrohm and other mainstream dissolution platforms
Custom Driver SDK
C/C++ / Python / Node multi-language development kit for rapid custom instrument communication protocol development and integration
Five-Step Implementation Delivery Path
Driven by standardized methodology, averaging 8 weeks from adaptation to go-live. Each layer can be independently validated for project control.
Instrument Assessment & Communication Protocol Adaptation
On-site instrument inventory → communication protocol analysis → data field mapping → driver development & unit testing. Covering five modes: RS-232/485, USB-HID, LAN TCP/IP, folder monitoring, and direct database connection.
LIMS Work Orders to Instrument Task Queue
LIMS test work orders auto-converted into instrument-readable task sequences, supporting sequence queuing, priority scheduling, and auto power-on/wake. Fully automated workflow — no manual instrument panel operation needed.
Operating Parameters, Raw Data & Audit Logs
Millisecond-level data capture, simultaneously collecting instrument operating parameters, raw test data, and operational audit logs. Supports continuous, scheduled, and trigger-based capture modes; local caching during network outages.
Vendor Format Parsing & Standard Data Model Normalization
Adapts to proprietary vendor data formats, auto-parsing into a unified standardized data model. Structured test results populate the LIMS database; raw files are archived to the data lake, preserving both originality and usability.
WORM Storage, Hash Verification & Compliant Archiving
Tamper-proof WORM storage, SHA-256 hash verification, and long-term archiving strategy. Data automatically linked to LIMS samples, batches, and projects, forming a complete compliance evidence chain — ready for retrieval and audit at any time.
Make Data Capture Intelligent — Starting Today
1-on-1 consultation with senior solution experts; receive a custom blueprint in 30 minutes.
Covering instrument assessment, communication design, and compliance acceptance planning.