Healthtech founder building competitive landscape before a board meeting. BD rep prioritizing 200 CA hospitals by EHR vendor. Sales leader mapping health systems already locked into a competitor. All spend hours on Google, LinkedIn, press releases, and get confident-sounding stale answers from AI. Varys cuts it to minutes. Works in any AI (no code) or CLI for batch CSV. Source-cited with confidence levels. Definitive Healthcare starts at $25k/year. Varys is free.

AppSignal — Get full visibility into app health, errors, and performance

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Hey PH, maker here. It feels like there's a new AI scribe company announced every week. I wanted to know which ones are actually deployed at health systems. Definitive Healthcare quoted me $25k. Google + LinkedIn + press releases was 15–20 minutes per company. Of course, I tried AI. Ask it to profile 10 companies in one chat and by company 5 it's mixing up funding rounds between entities, filling in gaps with confident nonsense. Context bleed. So I thought about where the data actually lives — CMS datasets, EHR partner directories, health system press releases — and whether the paywall was real or just the default assumption. Mostly it wasn't real. Varys runs each company through its own isolated research pass. No shared context, source citations and confidence levels on every field. Point it at a spreadsheet and have it enriched without touching each company one by one. Bug reports and feature requests welcome.