I integrate AI capabilities into SaaS products, internal tools, and existing web applications. This service is for teams that need AI to perform a specific business function — classification, structured extraction, summarization, drafting, routing, enrichment, or workflow assistance — without turning the product into an unreliable AI demo. I can help with:

OpenAI / Anthropic / Gemini API integrations

Structured AI outputs and schema validation

AI classification and routing

Document or form data extraction

AI-assisted support and internal workflows

Human approval / override flows

Usage limits and application logic

Retry and error handling

Secure server-side API implementation

AI features inside existing Next.js / React applications

Automation workflows that combine AI with APIs and webhooks How I work I define the input, expected structured output, failure cases, and product behavior before integrating the model. AI credentials remain server-side, outputs are validated, and the application is designed to fail safely when the provider is unavailable or uncertain. Typical deliverables

Working AI feature or integration

Server-side model/API connection

Structured output validation

Application UI and workflow integration

Error and fallback handling

Testing of normal and edge cases

Deployment support

Short technical handover Message me before purchasing if your project requires several AI workflows, large document pipelines, or a complete AI SaaS product.