Generative AI has accelerated interest in enterprise AI, but most organizations struggle to move beyond pilots. Pietecx's AI Strategy framework helps clients prioritize use cases by business value, data readiness, and implementation complexity.
High-value starting points we recommend: - Document processing and knowledge retrieval (RAG) - Customer service augmentation with human-in-the-loop - Predictive maintenance for manufacturing and logistics - Fraud detection enhancement in financial services
Common pitfalls: - Starting with the most complex use case instead of the most valuable - Ignoring data quality and governance prerequisites - No plan for model monitoring and drift detection in production
Our AI Strategy & Proof of Concept solution delivers a working PoC in 6–10 weeks with clear KPIs, so leadership can make informed investment decisions.