Product
How Andy Reads a Matter Thread Before You Ask It To
A look under the hood at how contextual awareness is built into the core of how Andy operates.
Jakub IdziakMay 28, 20264 minMost AI tools are reactive by design. You bring the context. You supply the question. The tool responds. That model works well for one-off tasks — but it breaks down the moment the work becomes ongoing.
Legal matters are ongoing by nature. A deal unfolds across weeks. Threads multiply. Responsibility shifts. The relevant context at any given moment is spread across dozens of messages, documents, and calendar entries — none of which a reactive tool will ever see unless you surface it.
Reading the thread, not just the message
Andy is built differently. When you add Andy to a Teams channel, it starts reading — not to respond, but to understand. Who is involved. What's been agreed. What's outstanding. Where things are likely to get stuck.
This isn't summarisation. Summarisation collapses a thread into a paragraph. Context awareness maintains a live model of the matter: parties, obligations, deadlines, open questions. The difference is the difference between a snapshot and a state.
"Context awareness maintains a live model of the matter — not a snapshot."
Why this changes what Andy can do
When Andy knows what's happening, it can act without being asked. It can send the NDA when the counterparty is first named. It can flag that the review deadline is approaching and no one has confirmed capacity. It can draft the follow-up message three days after the last reply went unanswered.
The goal isn't to automate legal work. It's to remove the overhead that surrounds it — so the people doing the work can focus on the parts that actually require them.
That shift — from reactive to anticipatory — is what separates Andy from a faster tool. A faster tool still needs you to operate it. Andy operates alongside you.
Jakub Idziak
Founder & CEO, Paremy
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