self-serve saas

Full control, inside your workspace.

Your annotators, your guidelines, your queue. Agentuor provides the studio, the agents, the quality tooling, and the evaluation layer; you run the work.

Self-serve SaaS is the right starting point for teams that already have annotators or domain experts and want them working faster and more consistently. You configure ontologies and guidelines, invite your team, and the agentic feedback loop begins on the first task. Everything — collection, annotation, review, evaluation — lives in one workspace with role-based access and complete provenance.

Start on the Research plan, grow into Team without migrating a single label.

What is included

  • Annotation Studio for 2D, 3D, LiDAR, and video
  • Agent recommendations with confidence and provenance
  • Quality dashboards, agreement metrics, and review queues
  • Evaluation suites with versioning
  • API, SDK, exports, and SSO (Team plan)
  • Region selection for data storage

Who it fits

  • Research labs iterating quickly on ontologies and guidelines
  • Product teams with in-house annotators who need consistency at scale
  • Organizations that must keep all labeling in-house
  • Teams that later want to add managed capacity without changing tools

Getting started

1

Create a workspace

Set up your organization, invite members, and assign roles.

2

Define the ontology

Import or create label schemas and guidelines; version them from day one.

3

Connect data

Upload via SDK, CLI, or cloud storage; episodes are segmented automatically.

4

Start annotating

Agents begin recommending on the first task; dashboards populate as work flows.

Questions

Is there a free plan?

Yes — the Research plan covers up to 3 projects and 5 seats.

Can we bring our own reviewers?

That is the default in SaaS; expert review is done by your team.

How do we move to managed later?

Add managed capacity to any project; ontologies, guidelines, and history carry over.

Not sure which model fits?

A short call is usually enough to work it out.