Discovery
Data classification, user roles, task definition and evaluation set.
ENTERPRISE / LOCAL AI
Bring AI closer
to your work.
Start with data boundaries, real workflows and measurable acceptance criteria. Evaluate local and hybrid deployment only against your requirements.
Scope first. Evidence next. Human approval throughout.
Pilot
A bounded workflow, reviewed sources, access control and a defined test environment.
Acceptance
Assess quality, latency, cost and access boundaries before a wider rollout.
DATA / CONTROL
Local is a deployment choice.
Local processing does not automatically mean secure or compliant processing. Device security, backups, model access, connectors and outbound data paths need separate verification.