Isomeric
Isomeric is an AI platform for unstructured data extraction. Ideal for developers, it helps transform messy text into validated JSON by using LLM-based semantic understanding.
About Isomeric
Isomeric is an AI platform that helps developers and data engineers achieve deterministic data extraction without writing complex scrapers or brittle selector logic.
Isomeric transforms unstructured text from websites, legal documents, and transcripts into machine-readable JSON using Large Language Models. By replacing traditional BeautifulSoup or Scrapy stacks with a single semantic API call, users can automate data pipelines that do not break when source layouts change. The tool mandates the use of the standard JSON Schema specification to ensure every response is validated and ready for direct ingestion into production databases. This semantic approach allows the AI to understand context, such as identifying a price vs a discount, which traditional scrapers often fail to distinguish without manual rules. The platform is built for scale, offering high-concurrency processing with zero request throttling for all paid tiers.
Browser / Automation – Javascript SDK v1.0 for web and extensions Toolchain – NPM, cURL, Python, Node.js
Capabilities – Deterministic structured extraction, schema validation, high-volume processing
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Who is using Isomeric?
Key Features
- JSON Schema Compliance
- Deterministic JSON Output
- Javascript SDK v1.0
- High-Concurrency Processing
- Zero Throttling on Paid Tiers
- Custom AI Model Training
- Enterprise SLA Support
Use Cases
- Automating competitive price monitoring from e-commerce sites
- Structuring legal documents into database-ready formats
- Extracting key details from high volumes of customer transcripts
- Replacing brittle legacy web scrapers with AI-driven semantic calls