AI forward-deployment sprint

Taking AI into production on site: use-context, controls, human gates, evaluation plan.

FDS-01Duration: 8 working daysConsulting

Outcome

A forward-deployment plan with controlled model access, gates and cost quotas.

Who it is for

Teams with AI pilots that never reach production.

Deliverables

  • Use-context workshop
  • Control-point readiness map
  • Human-approval gates per use case
  • Evaluation plan with ground truth
  • Cost-quota setup recommendation

In scope

  • Up to 3 use cases
  • Existing pilot artifacts

Out of scope

  • Model operations by SPNORTH
  • Compliance certification

Prerequisites

  • Use-case descriptions
  • Willingness to use human-approval paths

Acceptance

  • Acceptance via the plan: every use case has controls, a gate and evaluation.

Human approvals

  • Owners qualify each use case
  • Human validates gates and evaluation plan

Frequently asked questions

Which models?

Model-neutral — the control point stays vendor-independent.

EU AI Act?

A classification step is included; regulatory interpretation stays with qualified legal on your side.