Notes on building production AI.
Business insights, technical articles and case studies on AI agents and AI workflows: use cases, integration, deployment and the decisions behind them.
Embeddings for Business: A CIO's Guide to Better Search
Turn scattered business knowledge into useful search and AI answers. A CIO's guide to embeddings, retrieval, business use cases, and Google's EmbeddingGemma 2.Read the article- Published
- Reading time
- 6 min
- Topics
- Embeddings
- Semantic search
- Retrieval
- RAG
- Enterprise AI
More articles
PII Redaction: Reduce Data Leakage in AI Workflows
Protect customer privacy by redacting personal data before AI processing. See how to run GLiNER-PII locally with the AIBackends Python library.
- PII redaction
- Privacy
- GLiNER-PII
Automating Insurance Receipt Claims with OCR and Jev
Turn insurance claim forms and receipts into policy assessments with Qwen3-VL and Jev, giving your team a clear path to approval or human review.
- Jev
- Decision models
- Insurance claims
How to Use Jev as a Decision Model for Email Classification
Use Jev as a decision model for email classification. Explore business use cases and a free, customizable example of Apache Camel AI workflows.
- Jev
- TypeSafe AI
- Email classification
AI Agents vs AI Workflows: How to Choose for Production
AI agents and AI workflows solve different problems. A practical guide to the difference, when each one fits, and the hybrid pattern that holds up in production.
- AI agents
- AI workflows
- Agentic workflows
Bring the problem and the decision that is stuck.
In one hour we look at the workflow, the systems around it, and whether AI is the right tool, and leave you with a clear next step.
- Issued for
- Discovery
- Duration
- 1 hour
- Bring
- The process, the systems, the stuck decision
- Leave with
- A clear next step