Leadership with commercial and financial control accountability.

Miguel directs the commercial strategy and structured deployment model at M2 Dynamics.

He defines test parameters, oversees marketplace execution, and ensures that scale decisions are made strictly on performance data and predefined benchmarks.

All engagements are approached with disciplined scope control and capital accountability.

Marisa is responsible for financial governance and purchasing control across all test deployments.

She supervises supplier payments, capital allocation, and margin discipline to ensure that each engagement remains within defined risk limits.

No expansion occurs without financial validation.