Business and Builders

Enterprise Ai

2 articles

Editorial illustration for Platform vs. Service: A Decision Framework for Enterprise AI Integration
Product & Engineering

Platform vs. Service: A Decision Framework for Enterprise AI Integration

Choosing between an enterprise-wide AI platform and AI-as-a-Service is a critical decision for leaders, with the primary challenges lying in data, governance, and integration rather than the AI models themselves. This framework helps evaluate trade-offs for successful AI integration.

Marek Kowalski·October 7, 2026
Futuristic server room with glowing data streams and holographic AI agent network, illustrating the complexities of loop engineering.
Product & Engineering

What is Loop Engineering and Why Does it Matter for AI?

Individual laptop-based AI agent loops can fail with the laptop, manage credentials insecurely, and lead to unmanageable automation sprawl in enterprise environments.

Marek Kowalski·July 7, 2026