Vecorps/Vision · where Vecorps is going
Vision

Building personal intelligence
that belongs to the person.

Vecorps is building toward a future where AI becomes more personal without requiring your private life to become someone else's cloud profile. TAU is the first product built from that idea.

01

The shift

→ Why nowMore local capability
More personal context
Higher privacy stakes

The capability curve is moving toward the device while the privacy stakes are moving up.

For much of computing, useful intelligence meant sending information away to centralized infrastructure. As personal devices become more capable, Vecorps believes more personal intelligence can move closer to the person using it. Cloud infrastructure remains useful and will continue to exist. Personal context deserves a different architectural default. The more context AI understands about someone, the more important the location, ownership and control of that context become.

02

Personal intelligence

→ Beyond answersContext
Continuity
Memory

An assistant can answer a question. Personal intelligence should understand the context around the person asking it.

Personal intelligence becomes more useful when it can retain relevant context over time. Preferences. Projects. Habits. Relationships. Decisions. The things that should not need to be explained again every time. Greater context should come with greater user control. Memory should not become an invisible profile assembled somewhere the user cannot inspect.

03

Why TAU first

→ The first productOn-device
Persistent memory
User-controlled

Memory is where personal intelligence begins.

TAU is Vecorps' first product because continuity is one of the first problems personal AI must solve. It combines an on-device core model with persistent personal memory: useful recall across conversations, memory you can see, edit and delete, and a core experience that works offline after the one-time model download. TAU is the first expression of that direction.

04

Beyond TAU

→ The directionMore context
More local capability
More useful tools

From a conversation you return to, toward intelligence that can help across more of your digital life.

The longer-term direction is richer personal context, increasingly capable local models, tools the user explicitly asks the AI to use, and continuity across more of the user's digital environment. Over time, personal intelligence should become more useful without requiring a centralized personal profile. This is a direction, not a product roadmap. TAU is the first expression of a larger direction.

05

Research

→ Testing what comes nextTAU CORE
Efficient models
Memory and adaptation

Products prove what works. Research explores what could work next.

TAU today is a real product running Qwen3-4B. TAU CORE is Vecorps' internal research line exploring efficient personal AI, memory, adaptation and possible future runtimes. TAU CORE is research. It is not the runtime inside TAU today.

06

What does not change

01

Private by default

Privacy is not a setting or an upgrade. It is the starting point.

02

Compute comes to you

Personal intelligence should run as close to you as practical instead of requiring your private life to become a central cloud profile.

03

You own your memory

What your AI learns about you should remain visible, editable and yours to delete.

04

Capable, not dependent

Technology should increase your agency, not manufacture a reason to keep you coming back.

07

Building from here

→ The companyTAU today
Research alongside it
Long-term direction

TAU is the first expression of the idea. Not the end of it.

Vecorps is building from a simple conviction: the most personal intelligence should also be the most personally owned. TAU turns that conviction into a product today. Research explores what comes next. The long-term goal is not simply a better chatbot. It is personal intelligence that can become more useful over time while keeping the person in control of the context that makes it personal.

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