Add practical AI features to your existing SaaS or web app — chat, summarization, semantic search, document extraction, content generation, and workflow automation.

Want to add AI to your product without creating a fragile chatbot wrapper?

I help you integrate production-ready AI features directly into your existing web app, SaaS platform, dashboard, or internal tool.

This can include AI chat, document summarization, semantic search, knowledge-base assistants, content generation, data extraction, prompt workflows, and AI-powered automation.

The goal is not to randomly attach an AI API. The goal is to build one useful feature that fits your product, connects properly with your backend, handles errors safely, controls cost, and gives users a clear outcome.

I have built AI-powered workflows for Signalog, including an AI knowledge base, document-processing pipeline, role-based AI assistant, OCR/OpenCV extraction, Go-based AI microservice, and token-cost optimized context preparation.

I can help you scope, build, test, and ship one concrete AI feature inside your existing product.

AI feature planning and scope definition

OpenAI, Anthropic, Gemini, or OpenRouter API integration

Backend API implementation

Frontend AI interface or chat UI

Prompt design and response formatting

Error handling and fallback states

Token/cost-control strategy

Basic rate limiting or usage protection

Secure server-side API key handling

Optional document upload and extraction flow

Optional semantic search / RAG workflow

Optional admin controls or usage logs

Setup notes and handoff documentation

AI chat assistant

Knowledge-base assistant

Document summarization

PDF / Word / Markdown content extraction

Semantic search

RAG-style answer system

AI content generation

AI email/message drafting

AI data extraction

AI report generation

AI workflow automation

Internal AI assistant for teams

Customer support assistant

Product analytics / feedback summarizer