Solutions

Enterprise AI-Powered
Test Execution at Scale

A next-generation, Kubernetes-native execution cloud that redefines automated testing. Run thousands of tests in parallel without maintaining physical device farms or fixing brittle locator scripts after every UI release.

Kubernetes-NativeAI NavigationEphemeral DevicesScale to ZeroCI/CD NativeNLP Test Authoring

Core Service Capabilities

AI-driven interaction, disposable environments, and elastic cloud scale wired directly into your delivery pipeline.

AI-Powered Navigation

We replace traditional, script-heavy automation frameworks with intelligent agents that interact with your application visually and contextually.

Agentic UI Exploration

Uses AI agents to see and interact with your app exactly like a human user would, eliminating brittle Appium locators, XPaths, and CSS selectors.

Self-Healing Execution

The AI automatically adapts to UI updates, dynamic components, and layout shifts without requiring manual script maintenance.

Natural Language Processing (NLP)

Complex multi-step user journeys and assertions are understood and executed dynamically without rigid, hard-coded test scripts.

Ephemeral Environments

Test flakiness is frequently caused by residual data, cache buildup, or state leakage from previous runs. We solve this by treating every environment as disposable.

Pristine Device Provisioning

Every test run spins up a fresh Android or iOS device or emulator in seconds.

Clean State Guarantee

The application is installed fresh for every scenario, guaranteeing test isolation and zero cross-test contamination.

Automated Teardown

When execution finishes, the device and environment are destroyed to maximize security and eliminate state drift.

Infinite Scale, Zero Idle Costs

Traditional device farms make you pay for idle hardware. Our platform uses cloud-native orchestration so you only pay when tests are running.

Kubernetes-Native Architecture

Built on Kubernetes for high availability, fault tolerance, and rapid elasticity.

Event-Driven Autoscaling

Uses event-driven autoscalers such as KEDA to spawn hundreds or thousands of concurrent devices instantly from pipeline triggers.

Scale-to-Zero Efficiency

When queues are empty, infrastructure scales to zero, eliminating idle costs and improving cloud spend efficiency.

Seamless CI/CD Integration

Testing should be an invisible, automated quality gate in your deployment pipeline, not a disconnected silo.

Pipeline-Agnostic Triggers

Driven by webhooks and Pub/Sub queues to integrate with GitHub Actions, GitLab CI, Jenkins, and Azure DevOps.

Parallel Execution at Scale

Run massive suites concurrently on every pull request or merge and reduce build times from hours to minutes.

Centralized Telemetry & Debugging

Results, logs, AI-driven root cause analyses, video recordings, and screenshots sync to a single dashboard for fast triage.

Architecture & Delivery Model

Four interconnected layers that make cloud-scale execution possible.

Control Plane

A centralized management hub that handles API requests, webhook processing, test queueing, and dispatching to execution nodes.

Execution Clusters

Auto-scaling Kubernetes clusters provisioned with containerized mobile and web execution environments plus AI navigation agents.

Observability Layer

Integrated logging and monitoring capture performance metrics, visual evidence, and network traces for every ephemeral session.

Integration Support

Dedicated setup and continuous support to map your CI/CD workflows into the execution cloud event and queue architecture.

Business Benefits

Reliability approaching 100%, costs approaching zero.

Eradicate Flaky Tests

Smart AI navigation plus clean-slate ephemeral environments drives reliability toward 100%.

Drastic Cost Reduction

Scale-to-zero operation ends spending on idle hardware and underutilized cloud capacity.

Unblock Developer Velocity

Infinite parallelism delivers fast pull-request feedback without waiting for shared test devices.

Zero Maintenance Overhead

Removing brittle locators and rigid scripts sharply reduces post-release test maintenance work.

Ready to run tests at infinite scale?

Let our engineers integrate the execution cloud into your CI/CD pipeline and have you running parallel tests within days.