Kerns
A Continuous Research Workspace
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Most research tools help you collect links. Kerns is built for ongoing research.You define topics and sources once. Kerns continuously tracks them over time, surfaces what changes, and structures the material so understanding compounds instead of resetting each session.The key difference is the interface layer. Beyond feeds and summaries, Kerns organizes research into reasoning-ready views—maps, structured summaries, and synthesized perspectives—so you can actually think through complex areas rather than just store information.We built this for people doing deep, long-running research (researchers, analysts, investors, founders, autodidacts) where the hard part isn’t finding sources, but keeping a coherent mental model as the space evolves.Would love feedback, especially from people who’ve tried to maintain research across weeks or months.
HN · launched Jan 7, 2026 · 5 upvotes (top 90%) · 0 views
Niche: knowledge management software · 95 launches, 7 in the last 7 days ▲ +17% · Explore this niche →
Category and tags
- Horizontal
- Workflow automation
- B2B
- AI feature
- Commercial product
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More like this: all 95 launches in knowledge management software →
Could you build this?
Partial The front-end workspace and standard RAG chatbot interface are straightforward, but achieving buy-side grade financial document parsing, tabular data extraction, and deterministic citation verification across SEC filings requires complex data engineering.
What it would actually take: A production version requires high-fidelity PDF/XBRL parsers tailored for SEC 10-K/10-Q filings, specialized table extraction algorithms, a vector and keyword hybrid retrieval engine with precise coordinate-level document grounding, and continuous web monitoring workers. The engineering team needs financial domain knowledge and experienced data engineers specializing in document layout analysis.
Discussion
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Competitors
Other products that read as similar to this one : 65 launches clear the similarity bar, closest 8 shown.
Attention rank: #62 of 66 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 57 days after the earliest competitor.
- Kerns, an AI interface to understand anything, better than NotebookLM · hn · 2025-11-11 · 7 upvotes · similarity 0.61
- FOREST · github · 2026-09-29 · 46 upvotes · similarity 0.44
- Biblitics: Academic Research · ph · 2026-11-08 · 1 upvotes · similarity 0.42
- Best ways to organize research links · hn · 2026-03-06 · 6 upvotes · similarity 0.40
- Kern Word Puzzles · ph · 2026-10-03 · 2 upvotes · similarity 0.39
- Continuity Atlas · ph · 2026-09-18 · 2 upvotes · similarity 0.38
- Thesys · ph · 2026-09-30 · 1 upvotes · similarity 0.37
- morpho-research-os · github · 2026-09-11 · 7 upvotes · similarity 0.37
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