A control plane that sits across the AI delivery path—not inside one model stack.
Evalara connects execution evidence, evaluation, release decisions, and production economics while preserving the customer’s existing models, frameworks, gateways, and engineering workflow.
Apply the current billing policy. Use tools only when the customer record is required.
Make the boundary as inspectable as the model.
The architecture is agreed around one production workflow before the dedicated workspace is opened.
Instrumentation surface
SDKs and OpenTelemetry preserve trace context across prompts, models, retrieval, tools, gateways, queues, and application services.
↗02Release evidence plane
Traces, cases, scorers, prompt and model versions, cost, and reviewer decisions remain linked to the release they explain.
↗03Customer control boundary
Workspace identity, project access, payload handling, retention, redaction, exports, and environments follow the agreed design.
↗04Operating model
Assessment, pilot scope, security review, production acceptance, admin invitation, and recurring review make ownership explicit.
↗Keep the release standard even when the stack changes.
Model providers, prompts, retrieval systems, agent frameworks, evaluators, and delivery infrastructure can evolve without breaking the decision history.
Map the control plane around the system you already operate.
The assessment defines the instrumentation surface, evidence plane, security boundary, and operating responsibilities for one production workflow.