ENGINEERING DISCIPLINE / 01
AI ENGINEERING
AI applications grounded in your knowledge, connected to your systems, and evaluated against the work that matters.
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01 / CAPABILITY
Applications
- AI assistants
- Company knowledge systems
- Document Q&A and analysis
- Summarisation
- AI search
- Image understanding
- Content workflows
02 / CAPABILITY
Retrieval & knowledge
- Embeddings and hybrid search
- PostgreSQL + pgvector
- Qdrant
- Pinecone
- LlamaIndex
03 / CAPABILITY
Models & modalities
- OpenAI APIs
- Anthropic Claude APIs
- Google Gemini APIs
- Hugging Face
- Open-weight models
- Text, images, audio, documents, vision and speech
04 / CAPABILITY
Private AI & evaluation
- Ollama
- vLLM
- ONNX Runtime
- Private deployments
- Version tracking
- Latency and cost measurement
- Grounded-answer testing
HOW THE PIECES CONNECT
Intelligence, connected to your business.
Start with the operational problem. Define the boundaries, connect the right components, and test the complete path before it reaches production.
01Knowledge
02Retrieval
03Model
04Evaluation
05Application
CONNECTED DISCIPLINES
THE NEXT CONNECTION