Services / Data & AI
Intelligent Feature Development
AI-powered features built into your product — from content generation to recommendations.
Overview
What this involves
Building AI-powered features into your product — from content generation and classification to recommendations and intelligent automation. We integrate AI at the product layer, not as a bolt-on. Our approach ensures AI features are reliable, well-tested, and genuinely useful to users — not demos wrapped in a product interface.
Deliverables
What you get
- AI feature specification and design
- Model selection and integration
- Prompt engineering and evaluation framework
- Production deployment with monitoring
Questions
Frequently asked
- Which AI models do you work with?
- We work primarily with Azure OpenAI and the OpenAI API for large language models, Azure AI Services for vision and speech, and can integrate with other providers where specific capabilities are needed. We choose the right model for the reliability and cost requirements of each use case.
- How do you handle hallucination and inaccuracy?
- Through careful prompt engineering, retrieval-augmented generation (RAG) where appropriate, output validation, and comprehensive evaluation suites. We design AI features with appropriate confidence thresholds and fallback behaviours for cases where the model output cannot be trusted.