
Magic
Redox
Change Healthcare Clinical Network Solutions
Qvera Interface Engine (QIE)
CareConnect
Corepoint Integration Engine
Infor Cloverleaf Integration Suite
HealthShare Health Connect
Sugarbug
ourdream.ai
Linear
character.ai
Spicy Chat AI
Notion
DreamGF
Grok
The average person uses 11 apps daily and loses 25% of their time to context switching. That's $25K wasted for every $100K of salary, moving information around instead of doing real work.
Sugarbug is a workflow intelligence platform that connects the tools you already use โ Linear, GitHub, Figma, Slack, Notion, calendars, email, and more โ into a single living knowledge graph. Every signal is ingested, classified, and linked automatically. Tasks, people, and the relationships between them are mapped across every source.
The longer Sugarbug runs, the smarter it gets. It builds living profiles of the people you work with from every interaction, so you always have context on who's involved in what. Meeting briefs, status updates, and cross-tool summaries are generated from real data โ ready before you need them, without hunting across nine tabs.
The system is adaptive: it learns which sources matter most and adjusts how aggressively it monitors them based on actual activity patterns.
Sugarbug uses a provider-agnostic AI architecture โ bring your own LLM. Pick the model that fits your needs, swap it whenever you like. No vendor lock-in.
Built for product managers, design leads, and founders who spend their days stitching together updates from half a dozen apps before they can actually do their job.
Magic
SugarbugSugarbug's answer:
Most tools in this space are another dashboard to check. Sugarbug isn't a destination โ it connects the tools you already use and builds a knowledge graph across all of them. It doesn't replace Linear or Notion or Slack. It makes them work together by linking every signal, every person, and every task into a single picture. And that picture compounds โ the longer it runs, the less work you do to stay informed.
Sugarbug's answer:
Competitors tend to solve one piece of the problem โ a better notification layer, a smarter calendar, an AI summariser. Sugarbug solves the structural problem underneath: your information is fragmented across tools that don't share context. Instead of adding another app, Sugarbug sits behind the ones you have and does the stitching for you. Meeting briefs, status updates, people context โ all built from real data across every source, not from a single silo.
Sugarbug's answer:
Product managers, design leads, and founders who run on more tools than they can keep in their head. People who spend a quarter of their week moving information between apps instead of doing the work the information is about. If your day involves checking Linear, then Slack, then Figma, then Notion, then your calendar just to prepare for one meeting โ Sugarbug is built for you.
Sugarbug's answer:
Two people โ a Head of Design and a Head of Product โ were drowning in the same problem: too many tools, too much context switching, too little time for the actual work. Every existing solution was either another app to check or an AI wrapper around a single tool. So they built Sugarbug as a shared brain โ one system that watches everything, understands the connections, and does the legwork so they can focus on what matters.
Sugarbug's answer:
Native app across macOS, Windows, Linux, iOS, Android, and browser. The AI layer is fully provider-agnostic โ bring your own LLM, no vendor lock-in. All integrations connect via official APIs over secure private networking. No Electron.
Based on our record, Magic seems to be more popular. It has been mentiond 13 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
There's two seperate things DoorDash seems to be doing: "Tasks" in the physical world (taking photos of inventory on shelves, closing Waymo doors), and then some seperate app for training AI models. As for Magic, they were an SMS-based virtual assistant. They still exist today. https://getmagic.com/. - Source: Hacker News / 5 months ago
Magic (https://getmagic.com/) | Software Engineer (Full stack Javascript | 100% Remote (preferably APAC, Africa and EU regions) | Full-time | $50,000 to 60,000/year We are the Engineering Team at Magic, a Y Combinator (W15) company. We connect businesses to virtual assistants, with over $30MM raised to date. Our team is currently composed of 17 engineers in 7 countries, growing to 30 engineers worldwide in 2022.... - Source: Hacker News / almost 3 years ago
It was Magic, they did YC W15! They still exist; they've just pivoted a bit into virtual assistants. They mostly were for normal stuff early on, although Justin Kahn (who invested in them) used to do some weird stuff using Magic: https://justinkan.com/feed/fun-with-magic They're still around: https://getmagic.com/. - Source: Hacker News / over 3 years ago
Magic (https://getmagic.com/) | Software Engineering Manager (AI products) | 100% Remote (preferably APAC, Africa and EU regions) | Full-time We are the Engineering Team at Magic, a Y Combinator (W15) company. We connect businesses to virtual assistants, with over $30MM raised to date. Our team is currently composed of 16 engineers in 7 countries, growing to 30 engineers worldwide in 2022. Software Engineering... - Source: Hacker News / over 3 years ago
Magic (https://getmagic.com/) launched as an SMS assistant like this. It was pretty cool at the time but I recall they couldn't figure out the unit economics for personal assistants. Maybe Jarvis can! - Source: Hacker News / over 3 years ago
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Change Healthcare Clinical Network Solutions - Other Health Care
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