Use Cases
Where Humans + Agents Create Momentum
Use cases make the philosophy concrete. Explore how agent networks unlock speed, quality, and creativity across industries.
Creative Systems
Brand, content, and design workflows that scale without losing originality.
Operational Systems
Research, planning, and execution pipelines that stay aligned with humans.
Practical guidance for selecting use cases
The strongest use cases start with a concrete outcome and a repeatable workflow. Before assigning agents, define the final artifact, the decision point that ends the work, and the data sources required. If the inputs are unstable or the quality bar is subjective, bake in human checkpoints early. This keeps the system from optimizing speed at the expense of trust.
Aim for workflows with clear handoffs: a strategist frames intent, a planner sequences tasks, an operator executes, and a reviewer validates. When agents can reliably pass context, the workflow becomes predictable and scalable. Avoid use cases that require frequent policy interpretation or ambiguous approvals until you have a strong review layer and audit trail.
Measure success with three signals: cycle time, quality consistency, and human effort saved. If one signal drops, adjust the collaboration pattern rather than adding more agents. Most teams see the best results when they focus on fewer, well-defined use cases and refine them over time.
Once a use case stabilizes, turn it into a playbook and track its performance over several runs to validate impact.