Propolis: AI-Powered Autonomous Browser Agents for QA Automation

What Is Propolis?

Propolis redefines quality assurance by deploying self-guided, AI-native browser agents that navigate your web application with human-like intuition. These agents don’t follow brittle scripts—they observe, learn, and reason through UI flows in real time, proactively detecting regressions, edge-case failures, and UX breakdowns. Built for speed and resilience, Propolis turns QA from a bottleneck into an autonomous layer of product intelligence—empowering teams to release confidently, continuously, and at scale.

Getting Started with Propolis

Launch Propolis in minutes: connect your staging or production environment, define your test scope (or let the system auto-discover critical paths), and activate intelligent swarms. Each agent behaves as a unique user—clicking, typing, scrolling, and navigating organically—while collectively mapping behavior across hundreds of concurrent sessions. Trigger runs on demand, per CI/CD event (e.g., PR merge, build completion), or on adaptive schedules. Within seconds, you’ll receive actionable diagnostics: visual replay clips, DOM snapshots, network logs, and precise error localization—delivered straight to Slack, Jira, or your preferred dev toolchain.

Propolis’s Core Capabilities

Self-learning browser agents powered by multimodal AI

Zero-code QA automation—no selectors, no flaky scripts

Behavioral testing grounded in real-user interaction patterns

End-to-end flow discovery and validation

Real-time anomaly detection across UI, API, and performance layers

Self-healing navigation—adapts to DOM shifts, redesigns, and dynamic content

Comprehensive coverage without manual test case authoring

Parallelized, scalable swarm execution (hundreds of sessions/sec)

Intuitive visual debugging with session replays and trace breadcrumbs

Flexible orchestration: scheduled, event-driven, or on-demand

Smart prioritization & root-cause analysis (Pro plan)

SOC 2, GDPR, and HIPAA-aligned infrastructure (Enterprise plan)

Custom observability integrations (e.g., Datadog, Sentry, OpenTelemetry)

Where Propolis Delivers Impact

Replacing legacy end-to-end test suites with adaptive, maintainable AI agents

Validating complex workflows—checkout funnels, onboarding journeys, multi-step forms

Catching visual regressions, accessibility violations, and cross-browser inconsistencies

Accelerating release velocity while strengthening quality gates in CI/CD pipelines

Cutting QA maintenance overhead by up to 90% for fast-moving product teams

Uncovering hidden friction points by analyzing actual interaction success rates

Providing engineering and product teams with behavioral telemetry—not just pass/fail reports

Frequently Asked Questions

How does Propolis integrate into my development workflow?

Do I need to write or maintain test cases?

How does Propolis detect issues without predefined expectations?

Where is my data processed—and how is it protected?

• Support & Contact Information

  For technical assistance, billing inquiries, or refund requests, visit our dedicated support hub: https://propolis.tech/contact

• About Propolis

  Propolis Technologies, Inc. is an AI infrastructure company focused on autonomous software quality. Headquartered in San Francisco, we build tools that help engineering teams ship resilient, intuitive, and trustworthy digital experiences—without compromising velocity.

FAQ from Propolis

What is Propolis?

Propolis is an AI-native QA platform that deploys autonomous browser agents capable of exploring, understanding, and stress-testing web applications as real users would—detecting bugs, measuring usability, and adapting instantly to change—so teams can ship faster, safer, and smarter.

How to use Propolis?

Connect your environment, launch a swarm, and let Propolis’ agents autonomously explore your app—learning navigation logic, validating outcomes, and surfacing issues with rich context. No test definitions, no selectors, no maintenance. Just continuous, intelligent quality assurance.

How does Propolis integrate into my development workflow?

Propolis plugs seamlessly into GitHub Actions, GitLab CI, Jenkins, and other DevOps pipelines. It can run pre-merge smoke tests, post-deploy regression checks, or scheduled health scans—with results synced to your issue tracker and alerting systems in real time.

Do I need to write or maintain test cases?

No. Propolis agents learn behavior directly from your UI—no scripting, no XPath, no manual assertions. They infer intent, validate outcomes, and evolve alongside your product—eliminating the #1 source of QA technical debt.

How does Propolis detect issues without predefined expectations?

Using vision-language models and behavioral heuristics, Propolis identifies anomalies like unexpected redirects, broken form submissions, missing elements, slow interactions, and inconsistent rendering—based on patterns observed across thousands of real-user-like sessions.

Where is my data processed—and how is it protected?

All session data is processed in-memory during execution and never persisted without explicit consent. Enterprise customers benefit from VPC deployment options, encrypted storage, audit logging, and full compliance with SOC 2 Type II, ISO 27001, and regional privacy standards.