Fyled AI provides an AI‑driven SaaS platform that automatically extracts chemical structures from PDFs, images and screenshots and cross‑references them with global patent and scientific databases. The system generates Freedom‑to‑Operate, prior‑art and patent‑validity reports, offers interactive 3D visualizations, and integrates via APIs with cheminformatics tools and LIMS to streamline IP analysis for chemists, R&D teams and patent professionals.
Funding
Funding not disclosed
Founders
Product
Problem
Scientists and IP professionals often spend extensive time manually extracting chemical structures from publications and images, which delays Freedom‑to‑Operate (FTO), prior‑art, and patent‑validity analyses. The lack of automated, integrated tools hampers efficient risk assessment and strategic decision‑making in fast‑moving biotech and chemical sectors.
Solution
Fyled AI offers an AI‑driven platform that automatically digitizes chemical structures from PDFs and image files using computer‑vision models, then feeds the data into a cloud‑based analytics suite. The system generates FTO reports, prior‑art searches, and patent‑validity assessments by cross‑referencing recognized structures with global patent and literature databases. Interactive 3D visualizations help researchers explore molecular properties, while seamless integration with existing research tools streamlines the workflow from discovery to IP filing. The platform also provides compound‑intelligence services that identify competing patents, therapeutic opportunities, and market insights, enabling faster, data‑backed IP strategies.
Target Audience
Primary users are research chemists, pharmaceutical R&D teams, and biotech scientists who need rapid structure extraction, as well as patent attorneys, IP analysts, and technology transfer offices that conduct FTO, prior‑art, and validity assessments.
Features
- Proprietary machine‑learning algorithms that extract and digitize chemical structures from scanned images, PDFs, and screenshots with high accuracy
- Automated cross‑search of recognized structures against worldwide patent collections, scientific literature, and chemical databases for FTO, prior‑art, and validity analysis
- Interactive 3D molecular visualization module for detailed inspection of structure geometry and properties
- Integrated data pipelines that sync with common cheminformatics tools (e.g., KNIME, Pipeline Pilot) and laboratory information management systems (LIMS) via RESTful APIs
- Generation of customizable, compliance‑ready reports that include risk assessments, strategic recommendations, and visual analytics
- Compound‑intelligence service that maps identified structures to therapeutic categories, competitor portfolios, and market trends
- Secure, HIPAA‑compatible cloud infrastructure with role‑based access controls and end‑to‑end encryption for confidential IP data
- Scalable SaaS architecture supporting batch processing of large document sets and on‑demand analysis