--- title: "Customers" description: "How engineering teams ship faster with Momentic. Customer stories and results." canonical: "https://momentic.ai/customers" last-updated: "2026-06-23T16:59:05Z" --- # Customers URL: https://momentic.ai/customers 70M+ Test runs executed 117K Bugs caught 8.9M Tests auto-healed 339K Changes verified [All 11](/customers)[AI 4](/customers/industry/ai)[Fintech 2](/customers/industry/fintech)[Go-to-market 2](/customers/industry/go-to-market)[Healthcare 2](/customers/industry/healthcare)[Developer tools 1](/customers/industry/developer-tools) [30 min daily test execution, down from 7 hours “Momentic gave us a fast and reliable way to validate Poe.com's AI responses, even when they weren't deterministic.” Momoko F. Head of Product Operations, Quora](/customers/quora)[8x increase in release cadence “It's like giving someone your QA checklist and watching them execute it for you!” Sriram S. Engineering Lead, Source Control, Retool](/customers/retool)[6x faster end-to-end test creation “We've already seen a 30% decrease in production incidents thanks to Momentic's automated testing.” Hanna K. Head of QA, CoverGo](/customers/covergo)[80% faster release cycles “With Momentic, we've caught bugs that would have eluded even our most diligent internal tests.” Alex C. CTO, GPTZero](/customers/gptzero)[85% reduction in production incidents “Momentic gives us reliable end-to-end coverage, so we can focus on features instead of maintaining tests.” Alec H. Staff AI Engineer, Mutiny](/customers/mutiny)[20x reduction in test flakiness “Momentic lets our engineers describe the outcomes they want to verify in human terms, not fragile machine logic.” Aniruddha L. Head of Engineering, Pocus](/customers/pocus)[200+ engineering hours saved per quarter “Momentic lets us move quickly, keep control, and eliminate brittleness, exactly what we need.” Michael C. Lead Software Engineer, Roo](/customers/roo)[80% frontend test coverage in 3 days “Momentic changed how we approach frontend testing. It's now a core part of how we ship changes every day.” Hari M. Software Engineer, Nuvo](/customers/nuvo)[99% pass rate across daily test runs “Momentic empowers us to ship fast without breaking things. It's become a crucial part of our PR cycle.” Ben L. Head of Product & COO, Kibu](/customers/kibu)[65% increase in end-to-end test coverage “Momentic saw our proof-of-concept as a legitimate value add and worked with us to formalize it.” Glavin W. Founding AI Engineer, Coframe](/customers/coframe)[1 day to reach 80% user flow coverage “It's all very visual and intuitive. A junior developer can do better in a week than I can.” Aditya A. Chief of AI, Best Parents](/customers/best-parents) Plus 100+ engineering teams shipping with Momentic. ## Close the feedback loop. Point Momentic at your app. Free to start, no credit card. [Try for free](https://app.momentic.ai/signup) [Contact sales](/sales) ## Changelog August 2026 4 July 2026 4 June 2026 9 May 2026 5 April 2026 4 March 2026 4 February 2026 3 January 2026 3 December 2025 2 [Cached conditional flows An AI action can cache a branch now, so the cookie banner that only shows up half the time replays from cache instead of waking the agent again.](/docs/reliability/step-cache)[Reviewed AI action outcomes A separate reviewer looks at where the app actually ended up before an AI action passes, and hands the step back with its reasoning when your goal did not happen.](/docs/guides/ai-actions/guide)[AI routing for repairs Triage works out what broke each test. It commits the fixes your branch caused, then opens a pull request for every other cause and asks whoever owns it to review.](/docs/reliability/auto-maintenance)[Android without the Android SDK Run Android tests on hosted emulators without Android Studio, the SDK, or adb installed on your machine.](/docs/quickstart/android) [Run assertions Say in plain English what should have been true at some point in a run. Momentic checks it against frames from the run video, so a toast that flashes for a second still counts.](/docs/core-concepts/writing-assertions)[Agent skills Commit what your agents keep getting wrong about your app to .momentic/skills, and the explore, triage, and result-classification agents read it while they run.](/docs/ai/skills)[Installation health checks momentic doctor tells you what is wrong with your setup: CLI and Node versions, sign-in, browsers, project config, and the connection to Momentic. --fix clears out deprecated options.](/docs/cli-reference/momentic/commands/doctor)[Analytics API Pull your finished runs and run groups over REST with an API key. Page through them by cursor and filter by date, status, or platform.](/docs/api-reference/overview) [Test snapshots Capture resolved tests into portable snapshots and replay them in isolation with momentic run --from-snapshot.](/docs/cli-reference/momentic/commands/snapshot)[Explore agent upgrades momentic ai explore now supports deeper planning controls, JSON output, and product bug reports with repro steps.](/docs/ai/explore)[Run visibility upgrades Runs now expose live progress, structured JSON output, and clearer Run Viewer diagnostics for cache status, retries, conditionals, and loops.](/docs/running-tests/results)[AI Action V3 by default The V3 agent is now the default everywhere. It plans the flow up front, caches the resolved steps, and self-heals on failure.](/docs/get-started/upgrade-to-v3) [Triage agent momentic ai triage groups failures into labeled buckets, previews the plan with a dry run, and can quarantine what it cannot fix.](/docs/cli-reference/momentic/commands/ai)[Simplified v2 project format New projects scaffold in the cleaner v2 file format, and momentic upgrade migrates existing projects end to end.](/docs/get-started/migrate-to-simplified-format)[Auto parallelism Pass --parallel auto and Momentic sizes the worker pool from your host's CPU count for faster local and CI runs.](/docs/cli-reference/momentic/commands/run)[Email and SMS at runtime Provision ephemeral inboxes with email.create() and lease numbers from your org pool with sms.lease() right inside a test.](/docs/integrations/email) [Failure recovery v2 The recovery flow can inspect browser state, run steps, retry the failed step, and refresh stale caches, with per-step visibility.](/docs/reliability/failure-recovery)[Classify failures from the CLI momentic ai classify categorizes a run from its ID or URL so you can route each failure category to the right action.](/docs/cli-reference/momentic/commands/ai)[AI Action V3 for Android Android AI actions now plan up front, cache resolved steps, and self-heal, matching the web experience.](/docs/get-started/upgrade-to-v3)[Mobile video recording Screen recordings are captured automatically during iOS and Android test runs and stored with the run attempt.](/docs/running-tests/results) [Mobile MCP server Create tests and modules, run step ranges, and drive emulator sessions for iOS and Android from Claude Code or Cursor.](/docs/cli-reference/momentic-mobile/commands/mcp)[AI actions always on AI actions are enabled by default, so the ai.aiAction switch is no longer needed in momentic.config.yaml.](/docs/core-concepts/agentic-testing)[Setup and teardown for mobile Mobile tests gain dedicated setup and teardown sections so shared preconditions and cleanup live in one place.](/docs/core-concepts/test-format)[iOS testing in beta Author and run Momentic tests against iOS, with modules, AI actions, and remote emulators alongside Android.](/docs/quickstart/ios) [Momentic MCP server Start and terminate browser sessions, splice steps, and run step ranges from your coding agent over a stdio MCP server.](/docs/integrations/mcp-server)[Network mocking steps New request listener, request recording, and mock route step types let agents capture and stub network traffic.](/docs/platforms/web/request-mocking)[Run resource metrics The Run Viewer now charts system and process CPU and memory captured during execution to help debug flaky runs.](/docs/running-tests/performance) [Mobile failure recovery Failure recovery now extends to mobile tests, retrying and adapting around transient issues on iOS and Android.](/docs/reliability/failure-recovery)[Local run viewer momentic results view launches a local run viewer to browse results on your machine without uploading anything.](/docs/cli-reference/momentic/commands/results)[Undo and redo in the mobile editor Step back and forward through edits in the mobile editor while authoring tests.](/docs/changelog) [Memory for mobile agents Mobile locator and assertion calls can reuse past results, configurable in momentic.config.yaml and per test.](/docs/ai/memory)[Upgraded mobile models Refreshed models for the mobile locator and assertion agents improve accuracy on Android and iOS.](/docs/changelog) [View all](/docs/changelog#apr-2026)