OBSERVABILITY + EVALUATION + EVIDENCE + FINOPS

Operate agent systems through measurable quality, reliability and cost.

Projera connects runtime telemetry, evaluation, official evidence, capacity envelopes and FinOps signals without collapsing them into one dashboard metric. Technical traces support operations while durable evidence supports accountability and commercial reconciliation.

Operational metrics are telemetry; official decision and action evidence has a separate authority boundary.

5runtime operating states

100%target durable audit and financial trace for required events

0target duplicate billing events

LIVE OPERATIONS

Observe queues, executions, models, tools, retrieval and policies as one correlated system.

The operating model tracks request rate, latency, errors, saturation, queue age, retries, model usage, retrieval health, tool outcomes, guardrail decisions, approvals, backup state and cost signals under common release and environment context.

Request and operation telemetry

Queue and worker health

Model and token signals

Retrieval and graph health

Tool outcome state

Policy and guardrail events

EVALUATION

Quality evidence stays tied to dataset, evaluator, package, model and profile.

Evaluation is a first-class platform capability. Product claims and releases reference versioned datasets, evaluators and profile-specific results so a successful test cannot be generalized across an untested model, connector or deployment boundary.

Versioned datasets

Evaluator versions

Package and model binding

Profile-specific results

Negative scenarios

Regression comparison

OFFICIAL EVIDENCE

Dashboards explain operations while evidence records prove controlled actions.

Metrics, logs and traces remain operational telemetry. Required decisions, approvals, external effects and financial events produce durable evidence with correlation, retention and redaction rules that can survive telemetry loss.

Durable evidence authority

Approval correlation

External-effect evidence

Financial trace

Redaction

Retention

FINOPS + CAPACITY

Cost is evaluated alongside success, latency, saturation and capacity headroom.

Validated capacity envelopes record workload mix, concurrency, throughput, latency, saturation, cost and headroom. Forecast, actual and variance remain separate signals, allowing product and platform teams to optimize cost per successful outcome without weakening security invariants.

Cost per successful task

Forecast versus actual

Capacity envelopes

Tenant fairness

Budget and quota

Anomaly signals

Operate agent systems through measurable quality, reliability and cost.

Observe queues, executions, models, tools, retrieval and policies as one correlated system.

Quality evidence stays tied to dataset, evaluator, package, model and profile.

Dashboards explain operations while evidence records prove controlled actions.

Cost is evaluated alongside success, latency, saturation and capacity headroom.

Continue through the platform.

Model Gateway

Tool Gateway + MCP

Deployment

See how this capability fits the full Projera operating model.