Parag Agarwal

Asset memory AI is the physical memory of your home assets e.g. HVAC, garage, appliances etc. You can create timeline of your assets using videos, audio, images and add on top insurance, home inspection reports etc, and monitor your repair and maintainance requirements. System flags any needs and help you via chat and visuals, empowering users to understand issues with DIY steps and local pro recommendations. Early target users: property managers, home inspectors, and insurance-heavy homeowners.

Mem-dog is a private AI memory platform that can ingest data from 300+ apps and uses ai agents for data extraction which uses smart routing integration to reduce llm token costs using open llms. It integrates with open-claw and provides different language client and mcp integration as well. This is tailored to work on any cloud (GKE), and can work on mac mini as well. Compared to other systems, it combines data ingestion, ai enrichment, smart routing and app building into one system.