Product Roadmap

Where VisorEngine is headed

Our path to a fully reasoning engine — one public milestone at a time.

'26
2025 – 2026

Foundation & VisorEngine Core

Building the core architecture, the probabilistic inference engine, and the studio interface.

Q4
Q4 2026

VisorEngine v3.0

v3.0 launch and a public benchmark release.

Q1
January 2027 · Q1

MLVisor launches

The first release of the MLVisor production studio ships in January. The SME launch, the first commercial deployments and published pricing follow in the same quarter.

'28
2028

Scaling & v6

A math equation inference layer for science and engineering.

'29
2028 – 2029

Sector Expansion

Growth through tailored solutions for new industries.

v7
2029+

v7: The Thinking Machine

Data-independent inference — a versatile system that can play chess and solve equations.

At launch

Platform surface coming at launch

The pieces that go live when the product opens up. We are not shipping them empty.

Documentation

Installation, core concepts and the VisorEngine API reference.

Q1 2026

Model Registry

Discover and run models published through VisorHub.

Q2 2026

Blog

Engineering notes, benchmark results and release write-ups.

Q2 2026

Community Forum

Ask questions, share builds, and talk to the team directly.

Q3 2026
Context

Why This Roadmap Matters

Each release moves VisorEngine closer to an independent inference engine that reasons on its own — never dependent on someone else's model.

Follow along as we build