# Checksum

> AI-powered platform that automatically generates, runs, and maintains Playwright end-to-end, CI, and API tests so engineering teams can ship faster without manual test upkeep.

Checksum is an AI-powered test automation platform that generates, executes, and self-heals Playwright end-to-end tests continuously in the background — without requiring engineers to write or maintain them. The platform positions itself as a "Results as a Service" solution, where human engineers at Checksum perform final verification before delivering production-ready tests to customers.

## What It Is

Checksum is a managed AI testing platform built for engineering and QA teams that want full E2E, API, and CI test coverage without the overhead of writing or maintaining test suites. Unlike on-demand coding assistants, Checksum runs autonomously and continuously, plugging into existing CI pipelines and generating tests on every commit and pull request. Tests are delivered as real Playwright code that lives in the customer's own repository, with no vendor lock-in.

## Three Specialized Testing Agents

Checksum's platform is organized around three AI agents that work together:

- **End-to-End Agent**: Creates production-ready Playwright tests and automatically heals broken tests when the application changes. According to the platform, about 70% of test failures resolve automatically without human involvement, with healing changes delivered as reviewable PRs.
- **CI Agent**: Generates 50–200 tests per pull request, targeting the exact code that changed. Tests are executed and verified before the PR review is complete.
- **API Agent**: Covers thousands of API endpoints in days, testing multi-endpoint flows and verifying system behavior beyond simple status codes.

## How Auto-Healing Works

When a UI selector changes or a user flow shifts, Checksum detects the failure, fixes the test, and opens a pull request for the team's review. Engineers can see exactly what changed and approve or reject it. The platform claims approximately 70% of failures resolve this way without any human involvement, reducing the maintenance burden that typically makes test suites brittle over time.

## Audience and Deployment Model

Checksum targets two primary audiences: engineering teams that want to ship faster without building a dedicated QA automation function, and QA teams that want to shift from low-leverage test maintenance to higher-value exploratory testing and quality strategy. The platform connects to existing CI pipelines and works alongside current test frameworks — the company states most teams are running their first tests within a day of setup, with no rip-and-replace required.

## Pricing Model

Checksum uses a "Results as a Service" pricing model based on the number of workflows (tests) being maintained, with no per-seat fees and no per-run charges. The pricing page was not accessible at the time of data collection, so specific plan details are not available.

## Customer Outcomes (Vendor-Published)

Checksum's case studies page attributes the following outcomes to named customers: Söderberg & Partners (financial tech) reports 90 hours saved on manual testing per month; Reservamos (travel tech) reports $200K saved annually and 20% engineering time reclaimed; ClearPoint Strategy reports $500K in annual savings and 250+ E2E tests built in under a month; Stellic (ed tech) reports a 40% reduction in manual testing time; and Postilize (legal tech) reports 30% faster engineering cycles and 70% fewer bugs. These figures are vendor-published claims from customer case studies.

## Features
- AI-generated Playwright end-to-end tests
- CI Agent generates 50-200 tests per PR
- API Agent covers thousands of endpoints
- Auto-healing for broken tests via PR
- Continuous background test generation
- Human engineer final verification
- No per-seat or per-run fees
- Tests delivered as real code in your repository
- Integrates with existing CI pipelines
- Feature health dashboard
- Production error monitoring
- Automatic test suite maintenance

## Integrations
Playwright, GitHub, CI/CD pipelines, Pull request workflows

## Platforms
WEB, API, CLI

## Pricing
Paid

## Links
- Website: https://checksum.ai
- Documentation: https://checksum.ai/docs/overview
- EveryDev.ai: https://www.everydev.ai/tools/checksum-ai