[ HOW IT WORKS ]

From raw document to LLM-ready data.

Connect any source.

Run parse, extract, or split.

Ship to production.

S3, SharePoint, Drive, Snowflake, your DMS. We sit on top of where your data already lives.

Configure schemas, prompts, and confidence thresholds. Or chain all three.

[CLARITY DESIGN STUDIO]PARSING DATA...

▓▒░

JSON, Markdown, or structured fields into your LLM, AI Agents, vector DB, or warehouse.

[ STRUCTURED OUTPUT ]
1{
2 "title": "Sales Report",
3 "period": "Q1 2025",
4 "date": "2025-04-01",
5 "rows": [
6 ["NY", 720, 890, 24, 38, 820, "High"],
7 ["LA", 680, 820, 21, 38, 710, "High"],
8 ["MI", 310, 610, 49, 38, 530, "Hot"],
9 ["CH", 295, 370, 19, 38, 240, "Mid"],
10 ["AU", 580, 490, 66, 38, 310, "Down"],
11 ["SE", 630, 650, 12, 38, 560, "High"],
12 ["BO", 390, 740, 17, 38, 690, "Up"]
13 ],
14 "columns": [
15 "city", "p20", "p25", "gr",
16 "dom", "psf", "st"
17 ]
18}
19 

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