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SpotlightSureThing.io - "OpenClaw" for BeginnersTask automation
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Henry B๐ 1 karmaApr 19, 2026@Penvoinice, does what it says -

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Open
We built Continua because every "chat with PDF" tool we tried failed the same way: retrieval grabs a few chunks, answers confidently, and misses the qualifier on page 1,847. In high-stakes documents that's not an inconvenience โ it's a lost case, a bad acquisition, a rejected claim. So we went the opposite direction: no RAG at all. Continua reads 100% of every page (up to 1B tokens in one task), returns a report where every claim cites its exact page, and โ the part we're proudest of โ flags where your documents contradict each other. Every finding is inspectable and tagged: cited, conflicted, duplicated, or unused. Where it shines today: medical chronologies, acquisition diligence, RFP compliance, insurance claim rebuttals. Where it's still rough: reports take minutes (we read everything โ that's the cost), no API yet, English-optimized. We're in public beta and genuinely want hard feedback โ bring your nastiest document pile and tell us where it breaks. I'll answer every comment here.
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I used the AI to cancel my flight, and it worked great! I wouldnโt use it for something that high-stakes, though, because the AI can hallucinate!
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This looks like a solid tool for managing calls. Looking forward to more updates!
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This is amazing! I just used it to lower my monthly car insurance for 70 dollars a month
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They owe you money. We send the attorney demand letter that collects.Open
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