AI Integration
Claude-powered features that solve real workflow problems.
We integrate large language models and AI APIs into production software — receipt OCR, document parsing, intelligent automation, and generative features. Every AI integration ships with proper error handling, fallback logic, and cost controls. We've deployed Claude Vision in production and know what it takes to make AI reliable.
What We Deliver
- 01Claude AI integration (text, vision, structured output)
- 02Document and receipt OCR with LLM parsing
- 03Intelligent data extraction and transformation
- 04AI-powered automation for repetitive workflows
- 05Chatbot and assistant feature development
- 06Cost monitoring and rate limiting for AI calls
- 07Fallback logic for AI service degradation
How It Works
Use Case Definition
Identify where AI adds real value vs. where deterministic code is faster and cheaper. We avoid AI for AI's sake.
Prototype & Validate
Working prototype against your actual data. Evaluate accuracy, latency, and cost before committing to the architecture.
Production Build
Full implementation with error handling, retries, fallbacks, logging, and cost controls baked in.
Monitor & Tune
Track accuracy, latency, and spend in production. Prompt and model updates as the space evolves.
Related Work