Observed Signal · Nov 12, 2026 · Technical Release · Source: OpenAI Blog · Impact: 4/5 · Sentiment: Positive
Amplitude’s AI agent Wave speeds product shipping to 1-2 days
Amplitude's proactive product agent Wave, built primarily on OpenAI models including GPT-6.1 Sol, GPT-6 Luna, and GPT-Image-2.5 Flare, helps teams turn product insights into shipped improvements. Wave analyzes product data, session replays, and code to identify opportunities, then generates implementation plans for coding agents like Codex. In an internal test on Amplitude's homepage, Wave-driven personalization of suggestion cards resulted in a 160% lift in card-driven sends. Amplitude reports that Wave can reduce shipping time from roughly a month to 1-2 days. The company evaluates models for quality, latency, and cost, using different models for different tasks. Wave is in beta with customers, and among launched experiments, one in four went live the same day.
This showcases a major analytics platform integrating OpenAI's frontier models into an agentic product workflow, demonstrating a concrete use case for AI-driven product development that can inspire similar implementations across the MarTech and AdTech ecosystem.
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Key Takeaways & Evidence Grounding
- Amplitude's proactive product agent Wave is roughly 80% powered by OpenAI models, including GPT-6.1 Sol, GPT-6 Luna, and GPT-Image-2.5 Flare.
- Wave helped Amplitude personalize homepage suggestion cards, driving a 160% lift in card-driven sends.
- Amplitude estimates Wave can help teams ship product improvements in 1-2 days, down from roughly a month.
- Wave is in beta with customers; among launched experiments, one in four went live the same day Wave surfaced the opportunity.
- GPT-6.1 Sol scored 4.06 out of 5 in an evaluation for the Opportunity Investigator, outperforming alternatives (3.62, 3.52, and 2.94).
Connected Companies & Entities
“Amplitude has always helped teams see how people actually use their products. Its proactive product agent Wave helps teams turn those insigh...”
Ontology Mapping & Concepts
Related Market Signals & Shifts
Recent verified developments and strategic activity across this market segment.
What will you build with infinite engineers?
Amplitude announced the general availability of Amplitude Wave, a proactive product agent that investigates customer behavior and product code to surface opportunities tied to business goals, coordinate implementation plans, and measure impact. The agent is now available as a paid offering for customers on Growth and Enterprise plans. Early customer results include PixAI reporting a 76% increase in Missions opens and a 3% increase in Day 1 retention, while DigitalOcean surfaced 55 opportunities across five product areas in six weeks. Amplitude positions Wave as a key component of its vision for self-improving products, where AI agents handle investigation and measurement while human teams set direction and make consequential decisions.
What will you build with infinite engineers?
Amplitude announced the general availability of Amplitude Wave, a proactive product agent that investigates customer behavior and product code to surface Opportunities tied to business goals, coordinate implementation plans, and measure impact after changes ship. The agent is now available as a paid offering for customers on Growth and Enterprise plans. Early customer results include PixAI reporting a 76% increase in Missions opens, nearly 10% higher publishing, and a 3% increase in Day 1 retention, while DigitalOcean surfaced 55 opportunities across five product areas in six weeks. Amplitude positions Wave as a key component of its vision for self-improving products, where customer evidence guides what gets built and each release informs the next change.
Amplitude launches Wave product with customer success stories
Amplitude announced the launch of its new Wave product, an AI-powered tool designed to surface product opportunities, generate hypotheses, and prepare experiments. The announcement features a detailed customer success story from DigitalOcean, which used Wave across five product areas during its beta phase. DigitalOcean reported that Wave surfaced 55 opportunities in six weeks, including four undiscovered bugs and four new product ideas, and reduced PRD writing time to nearly zero. A payment method banner experiment driven by Wave led to a 3.3% increase in payment method additions, which DigitalOcean decided to roll out.
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