AI that makes people sharper.

Doplex Labs is an applied AI lab. We believe the best AI strengthens human judgment. We study how people and models work together, and ship products built on what we learn.

What we believe

AI should leave people sharper than it found them.

Models are getting more capable every month. We focus on the other half of the equation: the person using them.

Judgment stays human.

AI should propose, explain itself, and wait. The final call belongs to the person whose work it is.

Evidence over assertion.

An answer is only as useful as the proof behind it. We show our work, and we publish what we measure.

Private by default.

Work should happen on your own machine wherever it can. We collect only what a product needs to do its job.

Products

Built at Doplex.

Each product stands on its own, with its own home. More are on the way.

Research

We publish what we measure.

White paper 2026-01 · Version 1.1 · September 15, 2026 Doplex Labs

Belay: an experience layer for coding agents.

A local experience layer that turns Claude Code and Codex transcripts into developer-approved guidance for future agent sessions.

Pipeline
Transcripts → canonical event stream
Storage
Encrypted local SQLite
Model
None hosted, approval-gated
11/16

tasks accepted with a Belay lesson

Fig. 1 Per-task acceptance, n = 16 per condition · Claude Code, Codex

Contact

Say hello.

For questions, partnerships or press, send us a message on any of these. It's also where we post what we're researching and shipping.