Core Modality

Precision
Writing Assessment.

The Digital Red Pen, perfected. We extract, analyze, and tag written submissions with mathematical precision. Standardized tests demand flawless evaluation—our engine delivers it in seconds.

Intelligent OCR Pipeline

We bridge the analog-digital divide. Whether your students submit PDFs, MS Word Docs, or photos of handwritten essays, our optical character recognition extracts the raw text with immense fidelity, filtering out test prompts and boilerplate.

Taxonomy Driven

Writing is evaluated across deep hierarchical nodes. Instead of just fixing a comma, the system tags GRA.PUNCTUATION.COMMA_SPLICE, mapping the error directly to standard institutional scoring scales (e.g., IELTS Task 1/2 alignments).

PDF Report Generation

The output isn't just a database row. Our asynchronous pipeline compiles the marked-up essay, the taxonomy charts, and the AI commentary into a pixel-perfect, print-ready PDF for student distribution.

writing_inference.sysSUCCESS: 200
{"status": "complete","taxonomy_matches": [{"code": "GRA.TENSE.MODAL","original": "should implementing","correction": "should implement","penalty": -0.25}],"metrics": {"word_count": 312,"academic_density": 0.82}}