AI agents thatreview and research at scale

Deploy AI personas that validate hundreds of user journeys concurrently, conduct deep research, and deliver actionable insights directly to Linear and GitHub.

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AI personas thatthink like real users

Create AI agents with distinct personas, backgrounds, and motivations. Each agent navigates your product like a real user, uncovering insights that traditional testing misses—from accessibility issues to workflow friction.

Design reviewsat massive scale

Run hundreds of concurrent user journeys to validate every interaction, edge case, and user flow. Each agent documents their experience with screenshots, reasoning, and verifiable evidence—revealing issues before your users find them.

Insights deliveredwhere you work

Agent findings flow directly into Linear issues and GitHub pull requests. No context switching, no manual transcription. Your team gets actionable insights with full evidence trails right in their workflow.

Research thatgoes deep

AI agents conduct comprehensive research with the patience and thoroughness of a dedicated researcher. They explore edge cases, test accessibility, validate workflows, and synthesize findings into clear, actionable reports.

Built formodern teams

Enterprise-grade agent capabilities that scale across departments and workflows

Cross-functionalagent teams

Agents that collaborate across departments. Shared context. Unified intelligence.

Role based access control
Shared workspaces and contexts
Team-wide knowledge base
Secure Authentication
Protected environments with assurance

Explore behindevery login

Full authentication support. Zero security compromise.

OAuth and SSO integration
Session persistence and management
Enterprise security compliance

Packed with thoughtful details

Unique Inboxes

Every agent gets its own email address for authentic workflows and email-based authentication testing.

Receive emails with @stdbl.com domain
Email-based authentication and MFA

Global reach, kept local

Keep your data close to home, with per-actor regions and residential proxies.

US, Europe, Asia regions
Simulate geographies and locales

Fits any size

Validate real-world scenarios with custom screen sizes and browser settings.

Multi-device and custom screen sizes
Block ads, solve Captchas, and more

Automate design reviewsacross your workflow

Track visual evolution across product iterations, evaluate designs from multiple perspectives, and compare content consistency across channels—automated for every deployment.

Linear

Available

GitHub

Available

Vercel

Available

Built fordesign-driven teams

From comprehensive design reviews to deep user research. From GitHub PR validation to Linear workflow automation. AI agents that scale quality assurance and research across your entire product.

Design Review Reports

Validate hundreds of journeys concurrently

Deploy AI agents with unique personas to test every user journey in your product simultaneously. Each agent validates flows, identifies edge cases, and documents issues with screenshots and reasoning—scaling design QA from manual spot-checks to comprehensive coverage.

Test 100+ user journeys concurrently
Persona-based journey validation
Automated accessibility testing
Results delivered to Linear & GitHub

Deep User Research

AI-powered qualitative insights

Create AI personas that explore your product with the curiosity and thoroughness of real users. They test workflows, document friction points, validate assumptions, and surface insights that traditional analytics miss—all without recruiting or scheduling.

Persona-driven product exploration
Friction point documentation
Assumption validation at scale
Rich qualitative insights

PR Review Automation

Validate changes before merge

Connect agents to GitHub pull requests to automatically validate UI changes, test user flows, and verify accessibility. Agents comment directly on PRs with evidence-backed findings, catching regressions before they ship.

Automated PR validation
UI regression detection
Accessibility compliance checks
Evidence-backed PR comments

Linear Integration

Issue-driven testing workflows

Trigger agent validation directly from Linear issues. Agents test the described user journey, document their findings with screenshots and reasoning, then update the issue with results—creating a seamless design review workflow.

Issue-triggered validation
Automated journey testing
Screenshot documentation
Seamless Linear workflow

Ready to see whatyour users see?

Start validating your ideas today. No credit card required.

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