SPECTRO Analytical Instruments has introduced SPECTRO AI QUANT, a new semiquantitative analysis software designed to simplify ICP-OES workflows and reduce operator workload through AI- and machine learning–based automation.
The software enables laboratories to quickly identify unknown samples and estimate elemental concentrations, helping teams streamline early-stage analysis without the need for complex setup procedures.
AI-Driven Efficiency Reduces Method Development Time
SPECTRO AI QUANT eliminates several traditionally time-consuming steps in ICP-OES analysis. Operators no longer need to select elements and spectral lines manually, prepare multiple standards, or calibrate the analyzer for new methods. Instead, users can generate results in minutes through a simplified interface.
Key workflow benefits include:
- Rapid semiquantitative analysis of unknown samples
- Elimination of extensive calibration and standards preparation
- Reduced dependency on highly specialized operator expertise
- Faster decision-making during initial sample screening
The platform uses a newly developed spectral lines library with 44,000 lines covering all 75 ICP-analyzable elements. This library is built on empirical measurements and includes normalized sensitivity data for each line, ensuring consistency across instruments.
Unlike traditional approaches, the software requires only a single sample to normalize machine learning training data. This same sample is also used for wavelength calibration, allowing pre-trained models to be transferred across instruments without additional setup.
Supporting Flexible and Retrospective Laboratory Workflows
Beyond accelerating initial analysis, SPECTRO AI QUANT supports ongoing lab operations by enhancing flexibility in both routine and exploratory workflows.
For some applications, the initial semiquantitative result may provide sufficient insight, eliminating the need for full method development. In other cases, the software can significantly reduce development time from days to hours.
The system also complements established methods by identifying additional elements not included in routine analyses, helping labs uncover previously overlooked data.
Additional capabilities include:
- Intuitive visualization tools such as periodic table heatmaps
- Ranked element lists with confidence ratings
- Retrospective analysis of archived spectra for expanded insights
Because SPECTRO ICP-OES instruments store complete spectral data for every run, laboratories can revisit past samples and extract new information without re-running analyses.
Broad Compatibility and Application-Specific Packages
SPECTRO AI QUANT is available as an optional plug-in for ICP Analyzer Pro software and is currently compatible with the SPECTRO ARCOS ICP-OES analyzer, with planned availability for SPECTROGREEN and SPECTRO GENESIS systems.
The initial release includes an environmental package optimized for water and wastewater analysis, improving accuracy and precision for these applications. Additional packages extend functionality across:
- Food and agronomy
- Oil and petrochemical analysis
- Precious metals
- Metallurgy
- Rare earth elements
This modular approach allows laboratories to tailor semiquantitative capabilities to their specific analytical needs.
Global Support and Reliability
SPECTRO AI QUANT is supported by AMECARE Performance Services, providing access to a global network of service engineers in more than 50 countries. This infrastructure helps laboratories maintain uptime and ensure consistent analytical performance.
SPECTRO, a business of AMETEK, Inc., continues to expand its portfolio of elemental analysis solutions, with more than 50,000 instruments delivered worldwide since its founding.
