Files are how the world stores its knowledge. LMLens reads all of it and hands it back in a shape your product can actually use.
Trusted by teams building with intent
< 3s
Document Parsing
99.2%
OCR Accuracy
20+
Native Languages
What we offer
Send any file type and automatically receive perfectly structured, clean JSON data. Designed for developers who want to skip the infrastructure and get straight to building.
Send scanned PDFs, Hindi audio recordings, video lectures, handwritten notes, or Excel reports — one unified API handles all of it.
Define your schema once. LMLens returns clean, structured JSON — ready to be inserted into your database or consumed by your API.
No ML models to train, no GPU clusters to manage, no scaling worries. One API call replaces an entire extraction stack.
REST API with SDKs for JavaScript, Python, and more. Drop-in integration in under an hour, no new infrastructure required.
How it works
Send any file to a single endpoint and choose how LMLens processes it. RAW gives you everything as plain text. ENHANCED uses OsmiumLLM to understand, structure, and map your data.
Enhanced mode behavior
Maps data to your exact field structure. Missing fields return "No matching data found"
Auto-structures intelligently based on the content type and detected layout.
Returns JSON with an auto-detected structure — LMLens decides the best shape.
Supported file types
From standard documents to complex handwritten notes and degraded scans, we support all major formats out of the box with zero configuration required.
OsmiumAPI
Tap into the same multimodal foundation models that power LMLens. Highly optimized for scale, latency, and structural accuracy.
Powered by OsmiumLLM — understands not just text, but structure, layout, and relationships between elements across any file type.
The most accurate schema enforcement model. Built-in automatic type-casting and zero hallucinations directly in the inference layer.
const schema = {name: "string", age: "number", hasInsurance: "boolean"};
Process millions of documents asynchronously. Automatically scales to 50,000 requests per minute with built-in retries and webhook callbacks.
await client.batch.create({files: ["s3://bucket/docs/*"], webhookUrl: "https://api.yourcorp.com/callback",});
Security & Trust
We process millions of highly sensitive documents. Your data is isolated, encrypted, and never used to train our foundation models.
By default, files are processed in memory and purged immediately after extraction.
Our infrastructure and processes are designed to meet the strictest compliance standards.
Your proprietary data belongs to you. It is never used to fine-tune or train OsmiumLLM.
Enterprise workloads run in dedicated, isolated VPCs with end-to-end encryption.
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