Platform

AI

AI Agents
Sense, decide, and act faster than ever before
AI Visibility
See how your brand shows up in AI search
AI Feedback
Distill what your customers say they want
Amplitude MCP
Insights from the comfort of your favorite AI tool

Insights

Product Analytics
Understand the full user journey
Marketing Analytics
Get the metrics you need with one line of code
Session Replay
Visualize sessions based on events in your product
Heatmaps
Visualize clicks, scrolls, and engagement

Action

Guides and Surveys
Guide your users and collect feedback
Feature Experimentation
Innovate with personalized product experiences
Web Experimentation
Drive conversion with A/B testing powered by data
Feature Management
Build fast, target easily, and learn as you ship
Activation
Unite data across teams

Data

Warehouse-native Amplitude
Unlock insights from your data warehouse
Data Governance
Complete data you can trust
Security & Privacy
Keep your data secure and compliant
Integrations
Connect Amplitude to hundreds of partners
Solutions
Solutions that drive business results
Deliver customer value and drive business outcomes
Amplitude Solutions →

Industry

Financial Services
Personalize the banking experience
B2B
Maximize product adoption
Media
Identify impactful content
Healthcare
Simplify the digital healthcare experience
Ecommerce
Optimize for transactions

Use Case

Acquisition
Get users hooked from day one
Retention
Understand your customers like no one else
Monetization
Turn behavior into business

Team

Product
Fuel faster growth
Data
Make trusted data accessible
Engineering
Ship faster, learn more
Marketing
Build customers for life
Executive
Power decisions, shape the future

Size

Startups
Free analytics tools for startups
Enterprise
Advanced analytics for scaling businesses
Resources

Learn

Blog
Thought leadership from industry experts
Resource Library
Expertise to guide your growth
Compare
See how we stack up against the competition
Glossary
Learn about analytics, product, and technical terms
Explore Hub
Detailed guides on product and web analytics

Connect

Community
Connect with peers in product analytics
Events
Register for live or virtual events
Customers
Discover why customers love Amplitude
Partners
Accelerate business value through our ecosystem

Support & Services

Customer Help Center
All support resources in one place: policies, customer portal, and request forms
Developer Hub
Integrate and instrument Amplitude
Academy & Training
Become an Amplitude pro
Professional Services
Drive business success with expert guidance and support
Product Updates
See what's new from Amplitude

Tools

Benchmarks
Understand how your product compares
Templates
Kickstart your analysis with custom dashboard templates
Tracking Guides
Learn how to track events and metrics with Amplitude
Maturity Model
Learn more about our digital experience maturity model
Pricing
LoginContact salesGet started

AI

AI AgentsAI VisibilityAI FeedbackAmplitude MCP

Insights

Product AnalyticsMarketing AnalyticsSession ReplayHeatmaps

Action

Guides and SurveysFeature ExperimentationWeb ExperimentationFeature ManagementActivation

Data

Warehouse-native AmplitudeData GovernanceSecurity & PrivacyIntegrations
Amplitude Solutions →

Industry

Financial ServicesB2BMediaHealthcareEcommerce

Use Case

AcquisitionRetentionMonetization

Team

ProductDataEngineeringMarketingExecutive

Size

StartupsEnterprise

Learn

BlogResource LibraryCompareGlossaryExplore Hub

Connect

CommunityEventsCustomersPartners

Support & Services

Customer Help CenterDeveloper HubAcademy & TrainingProfessional ServicesProduct Updates

Tools

BenchmarksTemplatesTracking GuidesMaturity Model
LoginSign Up

AI at Amplitude: Our AI Philosophy and Principles

Our intentional approach to using AI to build better products at Amplitude
Company

Aug 8, 2023

5 min read

Shadi Rostami

Shadi Rostami

Former Senior/Executive VP of Engineering, Amplitude

A compass illustration complimented by interconnected graphical elements in teal, purple and pink on a navy background

The development of artificial intelligence (AI) and use of AI-powered technologies has already had, and will continue having, a significant impact on our industry—and on the world—for decades to come. At Amplitude, we recognize just how transformative of a role AI will play in building better products. At the same time, we believe that this power raises equally powerful questions about how we will use AI at Amplitude. We are committed and feel responsible for getting AI right. So today, we’re sharing our AI philosophy and principles that guide our team, product, and business today and into the future.


Our AI philosophy centers on the belief that AI should aid humans in improving their work, rather than replacing them. As a result, our Amplitude AI features will assist people with getting to insights faster, e.g. by automatically naming and describing things, enabling semantic search, writing complex formulas, creating analyses based on free-form questions, explaining graphs, suggesting next steps, detecting anomalies, and more. By providing these tools, we empower users to get insights and take action faster, which ultimately leads to building better products.


Defining what’s important

Our executives, leaders, and legal experts have worked together to start answering the tough questions AI poses. And while we will continue these important conversations going forward, we want to ensure today that we will always have a people-centric focus. Which is why, together, we’ve identified five principles that will guide our AI development and use of AI technologies.

  • Collaborative development and thought partnership: We foster collaborative partnerships with our customers and AI design partners throughout the AI development process. By working together, we ensure that our AI capabilities are designed to meet the needs and expectations of our customers. Moreover, we are committed to actively sharing best practices and insights on utilizing user behavior to build more effective AI tools, creating an open exchange of knowledge to benefit our customers.
  • Data governance and user data protection: Protecting our customers’ data is our top priority. Our commitment to data governance ensures responsible stewardship of customer data throughout the AI development lifecycle.
  • Transparency: Our customers have the right to know about our AI development practices. We openly communicate about our AI features, the data they utilize, their capabilities, and their limitations, ensuring our customers have visibility into how AI is integrated into our services. AI-powered features will be clearly indicated as such in the product.
  • Privacy, security, and regulatory compliance: Our commitment to compliance ensures that our AI capabilities operate within the boundaries of applicable laws and standards, including data privacy laws such as GDPR. The development and use of our AI technologies does not change our unwavering commitment to privacy by design and our high standards for privacy and security safeguards. We build privacy and security controls into our technology and conduct regular audits to ensure we are in compliance with our policies and the law. For more information, please refer to our Customer Trust Portal.
  • Customer choice and control: Respecting our customers’ choices is of utmost importance. We are committed to offering our customers options around the use of our AI services, and to ensuring they maintain control over their data so they can make informed decisions. We will always provide the ability for our customers to choose how their data may be shared with AI providers or used in models.

These principles guide us in our AI journey, where we aim to build cutting-edge AI capabilities that not only leverage innovative technology but also prioritize data governance, transparency, compliance, and people-centricity. Through collaboration, respect for user choices, and the ethical use of data, we seek to create AI tools that positively impact our customers and the wider community.

Where do we go from here?

We are excited for the growth of AI-powered product development, and invite you to join us on this AI journey. Learn more about our AI vision and Amplitude AI.

About the author
Shadi Rostami

Shadi Rostami

Former Senior/Executive VP of Engineering, Amplitude

More from Shadi

Shadi is the former Senior/Executive VP of Engineering at Amplitude. She is a passionate, seasoned technology leader and architect experienced in building and managing highly proficient engineering teams. Prior to Amplitude, she was VP of Engineering at Palo Alto Networks. She has innovated and delivered several product lines and services specializing in Distributed Systems, Cloud Computing, Big Data, Machine learning and Security. She has a Ph.D. in computer engineering from University of British Columbia and a B.Sc. from Sharif University of Technology. Shadi has published several peer reviewed conference articles and journals as well as several patents.

More from Shadi
Topics

AI

Platform
  • Product Analytics
  • Feature Experimentation
  • Feature Management
  • Web Analytics
  • Web Experimentation
  • Session Replay
  • Activation
  • Guides and Surveys
  • AI Agents
  • AI Visibility
  • AI Feedback
  • Amplitude MCP
Compare us
  • Adobe
  • Google Analytics
  • Mixpanel
  • Heap
  • Optimizely
  • Fullstory
  • Pendo
Resources
  • Resource Library
  • Blog
  • Product Updates
  • Amp Champs
  • Amplitude Academy
  • Events
  • Glossary
Partners & Support
  • Contact Us
  • Customer Help Center
  • Community
  • Developer Docs
  • Find a Partner
  • Become an affiliate
Company
  • About Us
  • Careers
  • Press & News
  • Investor Relations
  • Diversity, Equity & Inclusion
Terms of ServicePrivacy NoticeAcceptable Use PolicyLegal
EnglishJapanese (日本語)Korean (한국어)Español (Spain)Português (Brasil)Português (Portugal)FrançaisDeutsch
© 2025 Amplitude, Inc. All rights reserved. Amplitude is a registered trademark of Amplitude, Inc.
Blog
InsightsProductCompanyCustomers
Topics

101

AI

APJ

Acquisition

Adobe Analytics

Amplify

Amplitude Academy

Amplitude Activation

Amplitude Analytics

Amplitude Audiences

Amplitude Community

Amplitude Feature Experimentation

Amplitude Guides and Surveys

Amplitude Heatmaps

Amplitude Made Easy

Amplitude Session Replay

Amplitude Web Experimentation

Amplitude on Amplitude

Analytics

B2B SaaS

Behavioral Analytics

Benchmarks

Churn Analysis

Cohort Analysis

Collaboration

Consolidation

Conversion

Customer Experience

Customer Lifetime Value

DEI

Data

Data Governance

Data Management

Data Tables

Digital Experience Maturity

Digital Native

Digital Transformer

EMEA

Ecommerce

Employee Resource Group

Engagement

Event Tracking

Experimentation

Feature Adoption

Financial Services

Funnel Analysis

Getting Started

Google Analytics

Growth

Healthcare

How I Amplitude

Implementation

Integration

LATAM

Life at Amplitude

MCP

Machine Learning

Marketing Analytics

Media and Entertainment

Metrics

Modern Data Series

Monetization

Next Gen Builders

North Star Metric

Partnerships

Personalization

Pioneer Awards

Privacy

Product 50

Product Analytics

Product Design

Product Management

Product Releases

Product Strategy

Product-Led Growth

Recap

Retention

Startup

Tech Stack

The Ampys

Warehouse-native Amplitude

Recommended Reading

article card image
Read 
Insights
Stop Asking, Start Listening: How to Connect Feedback to Behavior

Dec 19, 2025

12 min read

article card image
Read 
Product
Web Vitals in Amplitude: Understand and Optimize Web Performance

Dec 18, 2025

5 min read

article card image
Read 
Insights
Making Diagnostic Analytics Trustworthy

Dec 18, 2025

7 min read

article card image
Read 
Insights
The Product Benchmarks Every Retail and Ecommerce Company Should Know

Dec 18, 2025

5 min read

Explore Related Content

Integration
Using Behavioral Analytics for Growth with the Amplitude App on HubSpot

Jun 17, 2024

10 min read

Personalization
Identity Resolution: The Secret to a 360-Degree Customer View

Feb 16, 2024

10 min read

Product
Inside Warehouse-native Amplitude: A Technical Deep Dive

Jun 27, 2023

15 min read

Guide
5 Proven Strategies to Boost Customer Engagement

Jul 12, 2023

Video
Designing High-Impact Experiments

May 13, 2024

Startup
9 Direct-to-consumer Marketing Tactics to Accelerate Ecommerce Growth

Feb 20, 2024

10 min read

Growth
Leveraging Analytics to Achieve Product-Market Fit

Jul 20, 2023

10 min read

Product
iFood Serves Up 54% More Checkouts with Error Message Makeover

Oct 7, 2024

9 min read