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AI-powered infrastructure for automated API contract testing and continuous security scanning.

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Product memo

Targets software development teams struggling with manual testing and security gaps in CI/CD pipelines. The wedge is autonomous AI agents that generate and execute comprehensive tests for APIs and UIs, shifting left on reliability and security. This approach aims to reduce reactive fixes and build confidence in releases, differentiating from traditional testing tools by offering continuous, automated validation.

For who

Software teams needing automated testing and security

Solves what

Automates API contract testing, security scanning, and UI testing to catch failures before production.

  • AI-driven test suite generation
  • Continuous security scanning
  • CI/CD integration
"

In their own words

The reliability layer for modern software

Catch failures and security gaps before production. Spend less time fixing, more time building.

Commercial cues

Pricing snapshot Pricing still unknown

Model

hybrid

Free tier

Yes

Trial

No

Developer Edition

Free/mo

API endpoints · Test generation & execution

Enterprise

Popular Custom
Custom

Security testing (OWASP) · Full CI/CD integration · SOC2 and ISO27001 certified data security

Pricing Strategy

Offers a hybrid pricing model, starting with a free tier to validate its capabilities before transitioning to custom enterprise plans.

Key Tactics
  • A free Developer Edition allows individual teams to validate the AI's effectiveness without upfront cost, driving adoption.
  • Custom enterprise pricing scales with usage and team size, capturing value from larger organizations once trust is established.
  • Deployment flexibility (on-premise or cloud) removes friction for enterprises with strict security or infrastructure requirements.

Operator context

Founded

Apr 2026

Customers

5.2K+

Tech stack

ReactAmazon Web ServicesFramer Sites

Social / footprint

X (Twitter) x.com/kushoai

and 2 more

Builder Strategy

Strategy Type
Ai Wrapper
Stage
Vc Growth
Effort
Small Team
Core Thesis

Targets developers with AI-generated API contract and security tests, leveraging a free tier for validation and custom enterprise plans for scale.

Unfair Advantages

  • Proprietary Data Extensive test execution data from 7M+ runs informs AI models.

  • Exclusive Distribution Integration into CI/CD pipelines creates high switching costs.

Builder Lesson

Leverage AI to automate core developer workflows, offering a free tier to capture data and build trust for enterprise upsells.

Full Reasoning

Wins by using AI to automate the tedious and error-prone process of API testing and security scanning, a clear pain point for developers. The wedge is autonomous agents that integrate directly into CI/CD, creating a moat through data network effects and pipeline lock-in. Builders should learn to identify high-friction developer workflows that AI can solve, and use free tiers to gather data and establish trust for enterprise sales.

About KushoAI for Playwright Expand

KushoAI provides a reliability layer for modern software development, automating critical testing and security tasks. It's designed for software teams that need to ensure the integrity and security of their applications without the burden of extensive manual effort. The platform utilizes AI-driven test generation to create and execute comprehensive API contract tests and continuous security scans, integrating directly into existing CI/CD pipelines. This approach helps teams catch failures and vulnerabilities earlier in the development lifecycle, significantly reducing the cost and complexity of reactive fixes.

By offering a Developer Edition at no cost, KushoAI allows teams to experience the benefits of automated testing firsthand, building confidence in its AI-powered capabilities. This strategy helps it stand out against traditional testing solutions by offering a more autonomous and integrated approach to quality assurance, ultimately accelerating release cycles and enhancing overall software reliability.

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