"OpenClaw is like the ultimate in letting go. It's a little bit of gambling. By contrast, Quill is proactive AI, with humans in control. Data is private, stored locally, and users have complete control over what it does and where it goes, adopting a policy of security by design."
"Quill estimates that today's professionals spend 75% of their day collaborating with colleagues in calls, virtual meetings, and messaging. But ultimately, they don't know what to do with all the information they record or log, because no one goes back and reads 10,000 words for an hour to understand what happened."
"Because it has persistent contextual memory, the agent can learn over time to make useful recommendations, automate workflows, and craft templates, emails and other documents based on user histories and preferences. AI is most powerful when it has more and more context on you, your goals, your contacts."
Quill has developed Quilliam, an AI agent designed as a 'chief of AI staff' that addresses the challenge of professionals spending 75% of their day in collaboration but struggling to extract actionable insights from recorded information. Unlike previous AI agents that operated autonomously with minimal oversight, Quilliam prioritizes security through local data storage and user control. The agent connects to multiple enterprise tools including Slack, Notion, Salesforce, and others via Model Context Protocol, building persistent contextual memory to make personalized recommendations, automate workflows, and generate documents. This approach emphasizes that AI effectiveness increases with contextual understanding of user goals and preferences, while maintaining human oversight throughout the process.
Read at Computerworld
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