AiScripto

Enterprise Autonomous Testing Platform

AiScripto is an enterprise-grade, AI-powered end-to-end test automation orchestration platform designed to eliminate the brittle coding and maintenance bottlenecks for Quality Assurance (QA) organizations. By translating human-written, plain-text manual test cases (Natural Language) into production-ready executable Playwright TypeScript test suites and reusable Page Object Models (POM), AiScripto compresses software regression development cycles by over 80%.

Our platform is built on multi-cloud architecture with model-agnostic AI inference, ensuring you can choose the cloud provider and AI model provider that best fits your enterprise requirements.

Core Technology Stack & Architecture

🔄 Multi-Phase Agentic Pipeline

Driven by advanced foundation models via Model Context Protocol (MCP) to seamlessly ingest test cases from tools like:

Execute intelligent context analysis and generate optimized test specifications.

🧠 Cross-Regional Inference Layer (Multi-Model Support)

Our architecture supports multiple AI model providers, allowing you to choose based on your compliance, cost, and latency requirements:

• AWS Ecosystem:
  Amazon Bedrock (Claude 3.5 Sonnet, Haiku) for high-performance multi-turn reasoning and application-aware UI component discovery.

  Bedrock SageMaker
• Google Cloud:
  Vertex AI (Gemini Pro) with cross-regional inference for low-latency APAC deployments.

  Vertex AI Google AI Studio
• Microsoft Azure:
  Azure AI Studio / Azure OpenAI Service for organizations requiring Azure-native governance and compliance.

  Azure AI Studio Azure OpenAI
• Independent Model Providers:
  Support for OpenAI API, Anthropic Claude (direct), and custom model endpoints via LLM gateway abstraction.

  OpenAI API Anthropic API

🛠️ AI Self-Healing Intelligence

Powered by a localized, persistent Memory Knowledge Graph that intercepts execution failures, automatically identifies updated element locators, and auto-repairs broken test specifications at runtime without manual intervention.

📊 Decoupled Serverless Telemetry (Multi-Cloud Data Storage)

Integrates multiple serverless compute and storage options for maximum flexibility:

Asynchronously stream execution metadata into your chosen data warehouse (DynamoDB, BigQuery, Cosmos DB, or PostgreSQL) for real-time FinOps cost tracking and diagnostics archival into your preferred cloud storage.

🚀 CI/CD Pipeline Integration

AiScripto seamlessly integrates with your existing DevOps infrastructure:

📁 Flexible Test Case Storage

Store and version your test cases in any of these platforms:

• Cloud-Native Repositories:
  GitHub GitLab Gitea
• Enterprise Test Management:
  Azure DevOps Jira TestRail
• Cloud Storage:
  AWS S3 Google Cloud Storage Azure Blob Storage

Security & Governance

Built ground-up with a strict zero-data-retention philosophy, AiScripto enforces absolute multi-tenant environment isolation utilizing granular AWS IAM Role authorization, Azure RBAC, and Google Cloud IAM along with AWS STS temporary token management (or equivalent providers) across all distributed compute clusters.

Deployment Models