# Amplitude Says Wave Agent, Built on OpenAI Models, Ships Product Fixes in 1 to 2 Days

> Amplitude's Wave agent turns session replays and analytics into build plans, with card-driven sends up 160% versus control after one day in its own test.

- Published: 2026-11-12T21:06:38+00:00
- Section: Product Launches
- Author: News Desk
- URL: https://newsforagent.com/news/2026-11-12/amplitude-wave-agent-openai-launch
- Source: [StartupHub.ai](https://www.startuphub.ai/ai-news/artificial-intelligence/2026/amplitude-says-ai-agents-ship-fixes-in-days)

## Key takeaways

- Amplitude's Wave agent is roughly 80% powered by OpenAI models and can help ship fixes in 1 to 2 days, according to the company.
- Amplitude said card-driven sends rose 160% versus control after one day in its own homepage test.
- Amplitude assigns GPT-6.1 Sol to deep investigations, GPT-6 Luna to high-volume scans and GPT-Image-2.5 Flare to wireframes.

Amplitude said its Wave agent, a proactive product assistant that turns usage data into build plans, is roughly 80% powered by OpenAI models and can help ship fixes in 1 to 2 days. [StartupHub.ai](https://www.startuphub.ai/ai-news/artificial-intelligence/2026/amplitude-says-ai-agents-ship-fixes-in-days) reported the launch on November 12, 2026.

## How Amplitude's Wave Agent Builds Fixes

[Amplitude](https://akta.pro/company-profiles/00008ji/amplitude) built Wave to close its own loop, according to the company. The agent takes a product area and a goal, then combs session replays, analytics, feedback and code to rank fixes. It drafts a mockup and a technical plan with acceptance criteria for coding agents including Codex, then measures results.

"AI can now find useful work we never thought to assign it," said Spenser Skates, chief executive of Amplitude.

Jacob Newman, principal AI product manager at Amplitude, said the team tested Wave where 80 of 100 replays showed users typing instead of clicking suggestions, so Wave proposed personalized cards while keeping free typing. Senior principal AI engineer Eric Carlson called it proof that small ignored fixes can lift adoption, according to the company.

Amplitude assigns GPT-6.1 Sol to deep investigations, GPT-6 Luna to high-volume scans and checks, and GPT-Image-2.5 Flare to wireframes from replay screenshots. Sol scored 4.06 out of 5 on the Opportunity Investigator test against 3.62, 3.52 and 2.94 for alternatives with a 54-minute median time, according to Amplitude. On the Data Science Agent test Sol scored 67.5 against 69.3 for a rival but cost $1.28 per dispatch versus $2.63, according to Amplitude. Flare scored 80.3 against 63.9 for another image model across 15 opportunities, according to Amplitude.

[OpenAI](https://akta.pro/company-profiles/0000008/openai) reported $122 billion in committed capital at an $852 billion valuation, with enterprise revenue exceeding 40% of total, Blockchain News reported.

## Amplitude's Prior AI Assistant and Statsig Deal

Amplitude launched the Amplitude AI Assistant in April 2026, an in-product AI support agent built on behavioral data and session replay that autonomously intervenes with walkthroughs, according to akta.pro [company records](https://akta.pro/company-data). The assistant is sold as a paid add-on to platform plans with a free Resource Center bundled in. In May 2026, Amplitude agreed to acquire the Statsig brand and 320-customer base from OpenAI following OpenAI's $1.1 billion acquisition of Statsig, gaining data warehouse experimentation and feature flagging technology plus an expected $5-7 million near-term revenue contribution.

## What Led to Wave's Launch

Amplitude appointed Vijaye Raji, CTO of Applications at OpenAI, to its board, TradingView reported in October 2026. Statsig, founded by Raji in 2021, continues as a platform within Amplitude. Amplitude reported Q3 2026 revenue of $110.64 million, up 24.9% year over year, with a net loss of $24.52 million, TradingView reported in November 2026. Agent Analytics reached general availability in August 2026, and the company's large-customer base grew 31% to 855.

## Wave's Same-Day Launch Results

Most teams send bug fixes straight to agents while bigger bets get human review, and among customer launches one in four went live same day, half in under four days and two in three within a week, according to Amplitude. The 160% lift in card-driven sends is a one-day readout from the company's own test, and the shared chart is illustrative rather than individual observations.

## Companies in this story

- [Amplitude company profile](https://akta.pro/company-profiles/00008ji/amplitude) · website: http://amplitude.com
- [OpenAI company profile](https://akta.pro/company-profiles/0000008/openai) · website: https://openai.com

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