Advancing your research with AI.
Consulting traditional industries.
With deep experience in natural sciences, algorithm development, and modern AI systems, we bring machine learning, LLMs, and automation into scientific labs and industrial workflows, where data is complex, expertise is deep, and off-the-shelf tools just don’t fit.
Thinktropy provides AI consulting and custom solution development for clients working with complex data, from engineering documents and technical drawings to scientific articles and raw measurements.
We support industrial teams with intelligent document processing, automated information extraction, and AI-enabled technical due diligence. For academic and R&D groups, we design custom machine learning models, develop domain-specific algorithms, and guide the integration of AI into research workflows. With a strong foundation in both applied science and scalable AI systems, we help organizations go from raw data to working solutions — fast, precise, and built for your domain.
years in AI system design
papers published
products developed
We design actionable AI strategies aligned with research goals, operational needs, and infrastructure constraints.
Roadmaps That Deliver
We develop domain-specific machine learning models for scientific, engineering, and medical applications.
ML for Complex Science
We evaluate the technical soundness of early-stage ideas and systems for investors and R&D leaders.
Assess Feasibility & Risk
We deliver focused training on ML fundamentals, model tuning, and deployment for technical teams.
Applied Learning for Teams
We build pipelines to ingest, clean, and transform complex datasets for ML and analytics.
From Raw to Ready
We collaborate with research institutions to support AI/ML in their projects, leveraging our expertise to co-develop solutions and apply for grants together.
Your AI Partner in Research
Academia
Engineering
Scientific Research
Manufacturing
Environmental protection
Academia
Engineering
Scientific Research
Manufacturing
Environmental protection
↑31% faster workflow
LLM-powered search across unstructured literature. 31% faster workflow for researchers.
Adopted by several enterprise teams
End-to-end enterprise knowledge platform,
Detected action potentials in 71% of cells
Label-free action potential detection by combining custom optics and algorithms.
Identified 5 common microplastic types, published in Nature Communications
Developed a low-cost sensing platform combining SERS and custom AI model to identify microplastics in environmental samples
Led by a Ph.D.-level AI scientist with 40+ publications and experience delivering enterprise-grade systems.
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