Frequently Asked Questions

The questions operators ask us most often about AI readiness, orchestration, cost, timelines, and security.

What is Dynamic AI Orchestration?

Dynamic AI Orchestration is our methodology for deploying AI that integrates with your existing workflows and keeps decision rights with the right people — coordinating AI and human judgment rather than replacing it.

How do you protect our sensitive business data?

We design data protections together with you and work within your existing systems and controls. Specifics are scoped to each engagement, and your data stays within environments you control.

What makes Mallacore different from other AI consultants?

We lead with decision architecture — we define who decides what, where judgment must stay human, and where AI can be trusted to act. We work within your existing systems and controls rather than replacing them.

How long does an AI implementation take?

Implementation timelines depend on the scope and complexity of your engagement. We scope each engagement individually and provide a clear timeline before work begins.