Agent-Native SaaS
Make your SaaS usable to its full capability from inside every LLM.
Agent-Native SaaS
Make your SaaS usable to its full capability from inside every LLM. AmaRipple, the AI Software Studio, transforms your existing platform into an agent-native ecosystem. By building a production Model Context Protocol (MCP) server against the official spec, we ensure your software seamlessly connects with major AI models. We integrate OAuth or partner-key authentication directly into your identity model, implement a strict redaction and policy layer at the MCP boundary for maximum security, and provide a comprehensive conformance suite tested against Claude, ChatGPT, and Gemini.
ENGAGEMENT PHASES
Our structured approach ensures a smooth transition to an agent-native architecture without disrupting your current operations. The process moves through three distinct phases:
Phase 1: Surface Map & Audit – We map exactly which operations an AI agent should run and identify where system state is implicit.
Phase 2: Ship the MCP – We deploy your production MCP server, fully equipped with robust authentication, precise scoping, data redaction, and audit logging.
Phase 3: Rebuild Headless – We transition your architecture to a headless core behind a stable contract, avoiding the risks of a big-bang rewrite.
ESTIMATED TIMELINE
We deliver this transformation in iterative, high-impact cycles. You can expect a fully functional, production-ready MCP server within 6 to 10 weeks. Following the initial integration, the deployment of your first headless slice will take between 12 to 20 weeks, ensuring a stable and thoroughly tested architecture.
Why choose us?
We are dedicated to providing the highest level of service