hira siddiqui

Context Sharing in AI Context Flow. Your AI memory, now multiplayer

đź‘‹ Hey PH!


AI memory is personal by default. Your context, your preferences, your saved info, none of it is visible to anyone else.

Which is great for privacy. Terrible for collaboration.


My partner and I are avid travellers. I plan, he executes. Last year I sent him more AI chat links than memes trying to get us on the same page for trip planning. It was absurd.


We realized what we need was a joint scratchpad. Something that could act as a baseline as we both make sense of what to do next. So we built Context Sharing.


How it works:
Create a Context Bucket → Add your info → Share via email. The other person now has your exact baseline to work from. No more link ping-pong.


What people are using it for:

  • Sharing client brand voice with content teams

  • Syncing project baselines before kicking off work

  • Collaborative trip planning (our personal favourite)

We're a small team that ships fast and listens hard. Would love your feedback, especially if you find a use case we haven't thought of yet.

Try it free → https://app.plurality.network

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kosy arnold

The “baseline” idea makes a lot of sense, especially for anything where alignment matters before execution. I can see this being useful for sharing campaign context or brand voice before handing things off, instead of rewriting the same brief over and over.

One thing I’m curious about is how you’re thinking about making the value obvious upfront, because this feels like something people don’t realize they need until they feel the friction.

Feels like there’s a strong play here if that initial use case clicks.

hira siddiqui
@kosy_gtm we are thinking about creating pre-built templates that could be used between teams from the get go + gonna create a marketplace around this. (Share + sell your templates/skills to others). Launching within 6 months :)
kosy arnold

@hira_siddiqui1 That makes a lot of sense, templates are probably the fastest way for people to “get it” without having to build context from scratch.

The marketplace angle is interesting too, especially if you can tie it to outcomes like “this template helped me launch X” rather than just static context. That could drive both adoption and trust early on.

Feels like there’s a strong play here with specific niches first, like agencies or content teams where context sharing is already a pain point.

Curious how you’re thinking about seeding the first set of high-quality templates when you launch?