Software that
shapes itself

Infrastructure for Adaptive Software.

Adapts to each user, continuously.

Use cases

Most apps freeze on release. Differ keeps yours adapting automatically, inside boundaries you set.

Conversion · CRO

Adaptive onboarding

Continuous optimization. Rewrites itself for every cohort autonomously.

Adaptive onboarding demo preview
Demo
Platform

Software that fits every team and vertical

One codebase morphs into the right app for whoever's using it.

Software that fits every team and vertical demo preview
Demo
Product

Personalized interfaces

The same inbox reshapes around who's reading it.

Personalized interfaces demo preview
Demo

From the least worst version for everyone to the best version for anyone.

How it works

01

Import

Connect a GitHub repo. Differ assesses fit, clones it, and runs it on a managed runtime. You set the guardrails: what's in scope to adapt and what stays off-limits.

02

Observe

Every user gets their own anchor. Differ watches behavior: clicks, navigation, flows repeated, and clusters it into signal.

03

Adapt

When a signal is real and within the bounds you set, an agent proposes a change with rationale and cited evidence. Schema, auth, and runtime shape are off-limits by default.

04

Diverge & deploy

Differ commits the change to a per-user version of your app, builds it, boots it, and routes that user to it. Your stem stays untouched.

One stem. Many lives.

Your app stays canonical in your repo. Differ derives an adapted version per user — keeping the stem untouched.

Your appUnchanged
DifferObserves usage, detects signalsLearns from usage signals

The baseline

Your app, exactly as it is in your repo. Differ calls it the stem. It never changes.

The adapted versions

The same app — but it learns from real usage and adapts its UI to each person using it.

Frequently asked

Backed by

AngulandBetaworksMozilla Ventures