Enabling autonomous materials developmentwith white-box AI.

What we do

Maximize R&D productivity with Lab Automation.Then advance to fully autonomous materials development.

01

Automated data-analysis algorithms

State-of-the-art algorithms honed through academic research drive automated data analysis and experimental planning.

02

Automated synthesis & measurement systems

Combining robotics and instrument control, we deliver automated experiment systems that synthesize materials and measure properties without manual work.

03

Generative AI systems

We use generative AI — including local AI agents — in secure environments to mine past reports and automatically draft new ones.

Client

We work with a wide range of organizations, from major materials manufacturers to public research institutes.

Solutions

Automated lab with robot arms handling samples
01

Autonomous Materials Development / Lab Automation

Materials · Chemistry · Analytical Instruments · R&D

We develop autonomous experimentation systems that close the synthesis–measurement–analysis–planning loop, covering everything from analytical algorithms to instrument integration and control. Our first product is software for automated spectral analysis.

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Researcher examining ML models for materials discovery
02

AI for Science — Algorithm & System Development

Data Analysis · Experimental Design · Research Infrastructure

We develop Bayesian algorithms for measurement-data analysis and optimal experimental design, and deliver them as systems researchers can use every day.

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Production line with AI visual inspection detecting defects
03

Manufacturing DX Solutions

Sensing · Inspection · Paperwork · Business Systems

Shop-floor solutions built on sensing data and robotics — anomaly detection, inspection support, and report automation.

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FT-IR spectrometer with analysis report screen
04

Contract Analysis

Spectroscopy · Materials Analysis · Data Analysis

Contract measurement with FT-IR, XRF, electron microscopy and more, plus Bayesian contract analysis. From sample measurement to report delivery — starting from a single request.

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NEDO Challenge Manufacturing DX contest and award ceremony
Announcement

May 27, 2026

Presented at NEDO Challenge "Manufacturing DX"

a.s.ist presented software that automatically builds statistical anomaly-detection algorithms from natural-language instructions using an AI agent, and shared results from proof-of-concept trials with three companies.

Tell us about the data you need analyzed

We will ask about your data, decision criteria, and deliverables, then propose the best analysis design and a path to production software.

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