Evidence

A clear view of what works today — and what comes next.

Explore the capabilities supported by the current system and the outcomes we are evaluating with early users.

Evaluation framework

Measure what matters in production

Workflow outcomes, execution time and control signals create a practical basis for evaluating orchestration in real conditions.

Outcome quality
Execution time
Operational control

Evidence status

Available foundations. Outcomes evaluated with discipline.

We clearly distinguish current capabilities from outcomes that still require validation in real operating conditions.

Available today
01

Specialized agent orchestration

Distinct roles coordinate analysis, implementation, review, testing and evaluation.

Supported
02

Structured execution cycle

Work progresses through explicit stages, from analysis to final reporting.

Supported
03

Persistent workflow memory

Context, findings and execution history remain available across the workflow.

Supported
04

Configurable models and providers

Registries and connectors separate model choice from workflow logic.

Supported
05

Routing and execution limits

Routes and constraints can be configured around workflow requirements.

Supported
06

Operational safeguards

Simulation and read-only modes limit supported external effects.

Supported
Under evaluation
01

Multi-provider integration effort

Measure the work required to connect, maintain and evolve multiple routes.

To measure
02

Production route cost

Compare real costs across models, providers and execution characteristics.

To measure
03

Continuity during provider switching

Evaluate whether the workflow keeps operating when its execution route changes.

To measure