An unstructured data workspace for data transformations with LLM
Finally a UI for iterating LLM prompts across thousands of documents instead of text-only CLI.

Two-model critique pass catches what single-model RAG tools like Cursor miss.
Researchers, analysts, and due diligence teams handling sensitive documents
Cursor · NotebookLM · Harvey AI
Finally a UI for iterating LLM prompts across thousands of documents instead of text-only CLI.
Citation-first RAG drops hallucination risk, but Remove.bg's citations + Perplexity's footnotes already proved this.
No-SIP tiling manager in Swift, but AeroSpace already owns this niche.
Landing page returns 404 — cannot evaluate a product that doesn't load.
GUI workspace for Claude Code CLI with session history and cost tracking.
Structure-aware chunking beats flat embeddings for accurate multi-hop research and citations.