Integrate Claude or GPT into your product — summarisation, classification, RAG pipelines, and content generation. Practical AI built for production, not demos.
Clean integration layer between your app and the LLM — retries, error handling, and cost controls.
Structured prompts with few-shot examples, output format constraints, and quality validation.
Retrieval-augmented generation — AI that answers based on your specific data, not just training data.
Caching, batching, and model selection strategy to keep API costs predictable and low.
Identify exactly what the AI needs to do, what inputs it receives, and what outputs are acceptable.
Iterative prompt engineering with test cases. System prompts, few-shot examples, and output validation.
API client with retry logic, rate limiting, error handling, and response caching where appropriate.
Quality evaluation pipeline and cost monitoring. You'll know when output quality drops or costs spike.
Python pipeline generating A1 language learning content across 7+ languages using Claude API — two-stage LLM translation with retry logic, morphology validation, batch semantic validation via OpenAI, and TTS audio generation.
Select your project type and complexity to see how agency pricing compares to working with me directly. AI-powered workflow means faster delivery — and the savings go to you.
Free estimate within 24 hours. No commitment, no pressure — just a clear scope and honest pricing.