Capability & quality
Select models that meet the evaluated task and acceptance criteria.
MODEL GATEWAY
Model selection should reflect the work, data, region, provider terms and operating risk—not a permanent preference for one provider.
OPERATING ROLE
The Gateway is designed to separate application logic from model choice while enforcing provider and deployment constraints. Provider guarantees are never inferred from marketing copy or another account.
DESIGN PRINCIPLES
Select models that meet the evaluated task and acceptance criteria.
Route around operating constraints and verified provider availability.
Apply budgets, usage controls and value-aware routing.
Match model and provider policy to the information involved.
Verify provider retention and zero-data-retention availability for the exact account and product.
Record whether provider terms permit or exclude training use for the selected service.
Enforce processing and storage constraints supported by the chosen architecture.
Support appropriate closed, open-weight and fallback paths subject to licensing and deployment.
Specific provider privacy, retention, training-use and residency statements are published only after verification for the relevant account, product, region and contract.
Capabilities, deployment controls and provider terms are verified for the selected solution. Shofield does not claim unverified certifications, partner designations or universal compliance guarantees.
SECURE AI DEPLOYMENT ASSESSMENT
Define the workflow, architecture, controls, economics, acceptance criteria and 90-day production route before committing to implementation.