Everyone's memory, working as one

⌘K. Ask your work anything.

A passive desktop agent captures meetings, chat, docs. Agentic memory structures it. ⌘K answers in natural language — with sources, and who else knows more.

Engineering teams lose three things every day.

Decisions, context, and ownership — scattered across Slack, meetings, docs, and people's heads. The smartest answers in your company are unreachable the moment they're spoken.

From conversation to collective intelligence.

A passive local agent on each laptop. An agentic memory that decides what to keep. A ⌘K answer with sources. And — when teammates opt in — a network that compounds.

Three architectural choices no incumbent can copy.

Each on its own is doable. The combination — local, personal, federated — has to be built from a different foundation.

Founder–market fit, twice over.

Ken built contextual AI memory at Meta. Mena ships products solo and runs production systems at scale. Between them, every primitive ForAll needs already exists in their hands.

Ken Suong

Co-founder · Already built personal AI memory

Previously Meta Reality Labs Research, building contextual AI agents for always-on smart glasses. Designed "personal timelines" — compressing physical and digital context into queryable memory and predicting user intent. Deep experience in on-device ML, GPU infrastructure, and benchmarking vision-language models alongside human participants.

Mena Shafik

Co-founder · Already shipped products solo

5+ years of enterprise mobile engineering at Canadian Tire Financial Services, leading scalable architecture, performance, and production reliability on platforms processing complex payments. Solo founder of multiple shipped products including a custom music streaming app and a fitness tracking platform — end-to-end product lifecycle, design through deployment.

Friends since 2015. We've been sketching the "personal brain" for years — ForAll is what happens when you connect them.