Momentic
Momentic is an AI-native agentic testing platform that lets engineering teams write end-to-end tests for web and mobile apps in plain English, with autonomous agents that author, run, self-heal, and expand test coverage. It serves startups and enterprise engineering organizations via a freemium, CLI-first product-led growth motion and direct enterprise sales.
- Company typePrivate
- Founded2023
- HeadquartersSan Francisco, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Momentic does
Momentic is an AI-native agentic quality platform that lets engineering teams author, run, and maintain end-to-end tests for web and mobile applications using natural-language intent rather than selectors or scripts. Tests are written in plain English as human-readable YAML files (momentic/test/v2 format), and Momentic's agents resolve elements at runtime via a multi-modal page reader that combines accessibility-tree parsing with vision-model fallback, supporting self-healing when UI changes occur. The platform exposes autonomous agents including the Explore Agent (which reads git diffs to propose new tests and close coverage gaps), Triage and Failure Classification Agents (which route failures into labeled buckets and quarantine what cannot be fixed), and AI Action V3 (which plans flows up front, caches resolved steps, and recovers from transient failures). A knowledge base stores product terminology and rules, and a memory layer retains traces from successful runs for 30 days to keep agent decisions consistent across executions.
The commercial model is a SaaS subscription with a product-led growth motion: a free self-serve trial, CLI-first onboarding via the npx @momentic/wizard package, and GitHub, GitHub Actions, GitLab CI, and CircleCI integrations for CI-driven execution on every pull request and deploy. Larger accounts receive an enterprise tier with SOC 2 Type 2 compliance, SSO/RBAC, a 99.99% uptime SLA, and dedicated customer success management, sold via a direct sales motion. Customers span both startups and larger engineering organizations and include Notion, Quora, Retool, Webflow, Xero, Runway, GPTZero, Framer, Mutiny, Bilt, Podium, Pocus, Kumo, Vapi, Squire, Arena, and CoverGo, among roughly 2,600+ users. The company is incorporated as Momentic, Inc. in California, was founded in 2023 by Wei-Wei Wu (CEO) and Jeff An (CTO), and has raised $18.7M in total funding across a $500K Y Combinator round in April 2024, a $3.7M seed in March 2025 led by FundersClub, and a $15M Series A in November 2025 led by Standard Capital with participation from Dropbox Ventures.
Momentic firmographics
Firmographics- Name
- Momentic
- Legal name
- Momentic, Inc.
- Website
- https://momentic.ai
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Momentic is an AI-native agentic testing platform that lets engineering teams write end-to-end tests for web and mobile apps in plain English, with autonomous agents that author, run, self-heal, and expand test coverage. It serves startups and enterprise engineering organizations via a freemium, CLI-first product-led growth motion and direct enterprise sales.
- Ownership category
- akta.pro rank
Momentic industry classification
Industry- Product category
- Software Test Automation
- NAICS
- Software Publishers (5132), Software Publishers (513210)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
- akta.pro secondary industry
- AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)
Keywords
Where Momentic is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Momentic business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- SaaS Subscription: Cloud-based testing platform with subscription pricing for teams. Enterprise accounts receive dedicated CSM and 24/7 support. SOC 2 Type 2 compliant with 99.99% uptime SLA.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free trial for individual teams |
Go-to-market motion1 record
Distribution channels3 records
Marketing channels5 records
Momentic product offering
Product offeringCore offering
Momentic provides an AI-powered agentic quality platform that lets engineering teams write, run, and maintain end-to-end tests for web and mobile applications using plain-English specifications. Autonomous AI agents author tests from intent, resolve UI elements at runtime, self-heal as the product changes, classify failures, and open pull requests automatically. The platform supports web (Chromium), iOS simulators, and Android emulators, with native GitHub, Slack, Jira, Linear, Figma, and CI integrations, plus a CLI and MCP server for AI coding agents.
Differentiator
Problem solved
Functional benefit
Products and services
- Momentic Agentic Quality Platform Cloud-based SaaS platform that lets engineering teams write, run, and maintain end-to-end tests for web and mobile applications in plain English. Autonomous AI agents author tests from intent, self-heal as the product changes, classify failures, and open pull requests automatically. Targets software engineering teams at SMBs, mid-market companies, and large enterprises; sold via self-serve free trial, GitHub Marketplace, and enterprise sales.
- Momentic Mobile (iOS and Android Testing) Mobile testing product line that lets engineers author and run natural-language end-to-end tests for iOS and Android applications. Includes the Momentic MCP server for mobile, failure recovery, video recording, visual diffs, memory for mobile agents, and dedicated setup/teardown support. Targets engineering teams shipping mobile apps alongside their web products.
Quantifiable outcome
- 60% reduction in debugging time
- +8 more outcomes
Companies that use Momentic
Customer profileNamed customers15 records
Segments3 records
Ideal customer profiles3 records
Momentic technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration11 records
AI capability12 records
Feature10 records
Momentic partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- Microsoft Foundry / AzurestrategicMomentic AI is cited as an enterprise customer actively testing or deploying Claude Opus 4.6 through Microsoft Foundry for use cases including AI code review.
Scale indicators19 records
Recent moves8 records
Expansion highlights6 records
Momentic competitors and assessment
Company assessmentDirect peers
- Mabl: Mabl is an AI-driven end-to-end testing platform that auto-heals tests and integrates with CI/CD pipelines. Most direct competitor to Momentic in the agentic web testing category, serving similar engineering personas with comparable SaaS delivery.
- testRigor: testRigor offers plain-English test authoring and AI-based test automation for web, mobile, and desktop. Direct competitor in intent-based specification and natural-language test creation, with overlapping customer profile in SaaS engineering teams.
- Functionize: Functionize uses AI and ML to automate functional testing with self-healing tests and natural language authoring. Direct competitor in AI-powered enterprise end-to-end testing with similar positioning to engineering and QA leaders.
- Applitools: Applitools provides AI-powered visual testing and end-to-end test automation using its Visual AI engine. Comparable to Momentic in AI-driven test reliability and visual regression, with enterprise focus and overlapping use cases.
- Cypress: Cypress is a widely adopted open-source end-to-end testing framework for web applications. Closest open-source alternative; Momentic's value proposition must overcome Cypress's free price point and community momentum.
Broad incumbents
- Playwright (Microsoft): Playwright is Microsoft's open-source browser automation framework used for reliable end-to-end testing. A free, well-funded incumbent with deep CI/CD ecosystem integration that Momentic must differentiate against on AI-native authoring and self-healing.
- BrowserStack: BrowserStack is a leading cloud testing infrastructure platform offering cross-browser and device testing plus AI capabilities (Percy visual testing). Larger incumbent in the broader testing infrastructure category with overlapping enterprise customers.
- Sauce Labs: Sauce Labs provides cloud-based testing infrastructure for web and mobile with continuous testing capabilities. Established incumbent that could expand into AI-driven authoring, competing for Momentic's enterprise accounts.
- Katalon: Katalon offers an end-to-end test automation platform with AI-assisted test creation and management. Larger incumbent serving QA teams with broader test type coverage; potential competitor for mid-market expansion deals.
Emerging players
- QA Wolf: QA Wolf combines AI test generation with a managed testing service for engineering teams. Emerging competitor with overlapping PLG motion and a hybrid human-plus-AI delivery model that targets similar SMB and mid-market engineering personas.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Momentic social profiles
Digital presenceMomentic financial estimates
Financial estimateRevenue estimate
Valuation estimate
Momentic leadership team
Management profileNumber of profiles
Profiles3 records
Momentic funding detail
Funding detailFunding overview
Funding rounds3 records
Investors10 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Momentic M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Momentic
What does Momentic do?
Momentic provides an AI-powered agentic quality platform that lets engineering teams write, run, and maintain end-to-end tests for web and mobile applications using plain-English specifications. Autonomous AI agents author tests from intent, resolve UI elements at runtime, self-heal as the product changes, classify failures, and open pull requests automatically. The platform supports web (Chromium), iOS simulators, and Android emulators, with native GitHub, Slack, Jira, Linear, Figma, and CI integrations, plus a CLI and MCP server for AI coding agents.
Is Momentic a public or private company?
Momentic is a private company. It is classified as venture growth investor backed and is currently operating.
When was Momentic founded?
Momentic was founded in 2023. It employs 51 to 100 people.
Where is Momentic based?
Momentic is headquartered in San Francisco, United States, in the North America region.
How does Momentic make money?
One revenue line is on record: saaS Subscription.
Who are Momentic's main competitors?
Direct peers on record are Mabl, testRigor, Functionize, Applitools and Cypress. Broad incumbents are Playwright (Microsoft), BrowserStack, Sauce Labs and Katalon. QA Wolf is listed as an emerging player.
Does Momentic have an API?
No public API is recorded for Momentic.
What industry is Momentic in?
Momentic's product category is Software Test Automation. Its primary akta.pro industry code is HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs), with a secondary code of HDAEANAF, AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety). Its NAICS code is 5132 and its SIC code is 7372.