Move AI agents from demos into accountable enterprise workflows.
Give every agent and automation a governed way to resolve who should approve, own, review, handle, or receive work.
Roster is the organizational layer between what an agent knows how to do and the people accountable for what happens next.
From prototype to accountable enterprise use
Most agent programs stall between pilot and rollout — not on model quality, but on the organizational questions that appear when work touches real people. The governance layer is what unlocks the next stage.
Accountability without centralizing every decision
Two surfaces, one platform. Central teams own deployment, identity, and observability. The business owns who should act inside each project.
Platform, security & AI teams
Administrators control the shared foundation that keeps every agent, workflow, and integration governable across the enterprise.
- Deployment, identity, and connectors
- Model providers, credentials, and platform settings
- Audit logs, model-run observability, and OTLP telemetry export
- Enterprise SLA and contractual controls
Business & project owners
Project owners manage the responsibilities, participants, and delegations for the work they actually understand — inside boundaries central teams set.
- Add or replace a project participant
- Manage temporary delegations and coverage windows
- Wire in the right users, groups, or roles
- Adjust routing without editing prompts or automations
Start with a bounded, measurable deployment
The most credible first deployment is small enough to ship in weeks and structured enough to defend to a security review. Scope it, measure it, then expand across use cases.
- Vendor security approval
- Production release sign-off
- Enterprise customer escalation
- Employee-case routing
- Procurement review
- Agent action approval
Priced on humans, not agents
The commercial model has to match the technical model. Roster charges for the humans wired into live projects — so engineering teams can expand agent use cases without forecasting per-call routing costs.
One metered dimension
- Agents
- Service accounts
- Projects
- Participants
- Delegations
- API calls
- MCP tool calls
- Resolutions
Many metered dimensions
- Per agent or per bot
- Per API or tool call
- Per integration or connector
- Per workflow run
- Per seat, even for read-only roles
Business outcomes
What the shift looks like when participant resolution becomes shared infrastructure rather than a per-team implementation problem.
Teams integrate one resolution surface instead of rebuilding routing logic for every agent, workflow, or use case.
Projects, participants, memberships, and delegations can change without editing every agent and workflow that references them.
Every resolution can be tied to an acting identity, project context, selected participants, and the model run behind it.
Project owners maintain local responsibility while platform and security teams preserve governance and boundaries.
Roster works across agent clients, workflow engines, applications, directories, and approved model providers.
Self-hosted deployment, scoped identity, PII controls, audit, and observability — assessed against your specific regulatory requirements.