Roadmap

Expanding policy enforcement, audit trails, run replay, and tool access control. More governed paths for SOC, compliance, and defence use cases. Stronger defence against prompt injection and unauthorized tool use.

Focus: What security vendors and defence teams need to safely deploy AI agents at scale.

More workflow automation pipelines under policy and ledger — document processing, lead intelligence, compliance evidence, threat research. Same architecture: Zapier + Airflow + security controls + AI planning.

Focus: Real workflows from real deployments, not speculative features.

Broader platform capabilities for multi-workflow orchestration, workspace boundaries, and operational visibility. The long-term direction: Agent OS — agents, memory, workflows, tools, policies, audit logs in a governed environment.

Focus: Strategic direction; execution follows validated use cases.