The startup Decision Intelligence Agent (DIA) that only answers from real evidence
Aurora surfaces what real founders actually did — in situations like yours — and what happened as a result. Every answer is grounded, cited, and traceable to its source. No hallucination. No generic advice.
Ask a question. Get grounded evidence.
Aurora doesn’t generate advice — it retrieves evidence. Three search strategies work in parallel to find the most relevant founder decisions for your question.
You ask a question
Type any startup decision question in plain English. Add your stage, country, and sector for more relevant results.
Aurora searches the evidence
Three parallel searches run — semantic similarity, decision-type tags, and keyword matching — across 25,000+ real founder decisions.
Evidence is ranked and filtered
Results are merged, deduplicated, and ranked by relevance. Only evidence above Aurora’s confidence threshold is used in the answer.
You get a cited answer
Aurora generates a structured answer: what founders did, what happened, and what the lesson was — with every claim attributed to a real company and source.
Evidence-first. Not advice-first.
Most tools give you answers. Aurora gives you evidence you can trace back to real founders who faced real situations.
Generic AI tools
- ✗ Generate plausible-sounding advice from internet patterns
- ✗ Cannot cite specific founders or decisions
- ✗ Confident even when evidence is thin or absent
- ✗ Same answer regardless of your stage or context
- ✗ No way to verify where claims come from
Aurora
- ✓ Only answers from verified founder decisions
- ✓ Every claim attributed to a real company and source
- ✓ Honest confidence levels — says “I don’t know” when evidence is weak
- ✓ Filters by your stage, country, and sector
- ✓ Full source transparency — trace every answer back to its origin
Start asking Aurora today
Join The Karak community and access 25,000+ real founder decisions — grounded, cited, and specific to your stage and sector.
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