# Amplitude Ships Product Improvements in 1, 2 Days with OpenAI

> Amplitude uses OpenAI models to ship product improvements in 1, 2 days.
- Title: Amplitude Ships Product Improvements in 1, 2 Days with OpenAI
- Summary: Amplitude uses OpenAI models to ship product improvements in 1, 2 days. Amplitude's Wave product agent, powered by OpenAI models, helps teams ship product…
- Keywords: amplitude, openai, wave, codex, gpt-6.1 sol, gpt-6 luna, gpt-image-2.5 flare, product improvements, agent engagement, 160% lift, 1-2 days
- Source: OpenAI — https://openai.com/index/amplitude
- Read time: 1 min
- Topics: amplitude, openai, wave, codex, gpt-6.1 sol, gpt-6 luna, gpt-image-2.5 flare, product improvements, agent engagement, 160% lift, 1-2 days, ai
## Amplitude's Wave Product Agent
Amplitude's proactive product agent Wave identifies what to build and helps teams ship changes with coding agents.
## Wave Powered by OpenAI Models
Wave is roughly 80% powered by OpenAI models including GPT‑6.1 Sol, GPT‑6 Luna, and GPT‑Image‑2.5 Flare.
## 1, 2 Days to Ship Improvements
Amplitude estimates Wave helps teams ship product improvements in 1, 2 days, down from roughly a month.
## 160% Agent Engagement Lift
Wave drove a 160% lift in agent engagement vs. control after one day on Amplitude's homepage.
## Wave's Workflow
Teams give Wave a product area and goals to improve; it identifies opportunities, develops solutions, and coordinates implementation.
## OpenAI Models for Different Tasks
GPT‑6.1 Sol supports deep investigations, GPT‑6 Luna handles frequent tasks, and GPT‑Image‑2.5 Flare generates product mockups.
## 160% Lift in Homepage Experiment
Wave personalized suggestion cards, increasing messages sent through homepage cards by 160% after one day.
## GPT‑6.1 Sol Performance
GPT‑6.1 Sol scored 4.06 out of 5 for opportunity investigations and had the fastest median investigation time at 54 minutes.
## Data Science Agent Evaluation
GPT‑6.1 Sol achieved a mean model cost of $1.34 per dispatch for data science tasks, lower than alternatives.
## Key takeaway

Amplitude's Wave product agent, powered by OpenAI models, helps teams ship product improvements in 1, 2 days with a 160% lift in agent engagement.