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Logical

A hyper context-aware and proactive desktop AI copilot

Logical is a desktop AI that acts as a proactive and largely promptless copilot, designed to reduce the friction of using AI for everyday tasks. It transfers context across apps, and allows taking action on many apps with just a few clicks. Logical can assist with drafting emails, writing docs, noting meetings and can even automatically detect action items. Need to prompt? Logical can understand intent in much fewer words than a regular chatbot. Plus, user data is never sent to Logical servers. Logical is the AI resurrection of Clippy, but actually good.
Active Founders
Anushka Idamekorala
Anushka Idamekorala
Founder
Anushka is a co-founder and CTO of Logical. After three years leading B2B SaaS engineering teams, he enrolled in the University of Virginia (UVA) where his research focused on context-aware time-series forecasting.
Sam Karu
Sam Karu
Founder
Sam is a co-founder and CEO of Logical. He was a PhD dropout from UCLA before joining NVIDIA. At UCLA, Sam conducted research on AI applications in wireless and cellular domains, across both discriminative and generative models. At NVIDIA, he worked on AI inference and model optimizations for specific hardware. Sam is the best performing Sri Lankan in the history of both the International Physics Olympiad and Asian Physics Olympiad.
Company Launches
Logical: The Proactive Desktop Copilot
See original launch post

Hi everyone,

We’re Sam and Anushka, co-founders of Logical.

TL;DR:

Logical is a copilot that lives on your desktop and proactively assists with things like drafting emails, meeting insights and tracking to-do items.

Instead of waiting for you to prompt, Logical suggests context-aware actions in many common apps and services. It’s like Clippy, but actually good.

https://youtu.be/XfyPZb14LZM?si=aaJMF37-ipwkJBDV

Problem

Prompt-first AI is fundamentally flawed. We waste hours every week writing lengthy prompts, context-switching and copy-pasting to get a chatbot to understand what we're doing. The context surrounding our work (emails, meeting notes, knowledge bases etc.) lives in siloed services that don't talk to each other. A truly helpful AI must live where we work: on the desktop.

Solution

Logical lives on your desktop, observing your work to build an understanding of your intent and the context that surrounds it. As you switch between apps and tabs, Logical transfers that context with you.

It proactively suggests actions based on what you're doing—whether you're in Gmail, Slack, or Excel. This turns Logical into an all-in-one assistant: it's your email drafter, to-do manager, AI note-taker, and chatbot, all combined.

📨 Email & Messaging Assistant: Get quick drafts. Fine-tune, revert, and apply. Works with Gmail, Slack, iMessage and Apple Mail.

✅ Automatic To-Do Detection: Detects and drafts deliverables. Plus, it reminds you to get those done.

🪄 Logical Lumos: Get real-time assistance on any task. In Excel, it can suggest formulas and analyze errors; in a doc, it can explain terms as you highlight them.

🔗 Connect your services: Bridge Gmail or your Calendar for deeper context. Search your email with natural language, or get quick calendar availability lookups.

Our story

Sam and Anushka have been friends since they met in grade school at 6 years old.

Before Logical, Sam worked on AI model optimizations at NVIDIA and previously dropped out of a PhD in applied AI. He's a medalist at both the IPhO and APhO and received a President’s Award for Scientific Research from the Government of Sri Lanka. Anushka dropped out of his PhD in context-aware predictive AI at UVA, and previously led B2B SaaS engineering teams.

Working in both academia and industry, we saw firsthand how most AI tools create friction and frustrate users. Our unique backgrounds – context-aware AI and AI model optimization – convinced us that an AI agent that lives on the desktop can identify user intent and provide proactive help, without compromising on speed or quality.

Our Ask

If you're reading this, Logical can help you (yes, you!) get more done. Try it out at https://trylogical.ai – we offer generous free credits. Help us with feedback on how Logical can better fit your workflow.

If you’re an enterprise, help your team miss fewer deadlines and spend less time context-switching. Plus, you can stop paying for 10 different AI add-on subscriptions – Logical can do it all. Contact us at hello@trylogical.ai to learn more and book a demo.

YC Photos
Logical
Founded:2025
Batch:Fall 2025
Team Size:2
Status:
Active
Location:San Francisco
Primary Partner:Aaron Epstein