OpenAI builds and deploys advanced AI models like GPT-4o for autonomous agents and workflows.
Swarm
About Swarm
Swarm assembles specialized AI agents—researcher, architect, writer, critic—that work in parallel to produce structured deliverables. Each mission is executed as a live stream where agents collaborate, challenge and correct one another until a final output is validated. The system applies user-provided branding automatically and exports finished files in PowerPoint, PDF or Word formats. Confidentiality is enforced by isolating each account’s data and preventing public exposure of the underlying AI model. The platform targets teams needing high-quality, compliant and presentation-ready documents without manual reformatting. Typical outputs include slide decks, regulatory audits and reports that meet specific style and quality thresholds before delivery.
Key features
- Live agent collaboration with streaming updates
- Fact-checking and critical review loops
- Automated branding extraction from .pptx templates
- Export to PowerPoint, PDF or Word formats
- Parallel writing with one agent per slide
- Regulatory compliance audits with risk classification
- Historical mission archive per account
- On-premise and white-label deployment options
Use cases
- Creating studio-quality slide decks from brief descriptions
- Generating AI Act compliance reports with sourced evidence
- Producing ready-to-present documents without reformatting
Pros
- Parallel orchestration of up to twelve specialized agents
- Integrated quality control scoring each deliverable out of 100
- Automatic application of user-provided PowerPoint branding
- Real-time streaming visibility of agent collaboration
- Exportable outputs in multiple editable formats
Cons
- Requires a paid subscription for most features
- No free tier beyond initial 200-credit trial
- Limited to account-isolated usage
Frequently asked questions about Swarm
What is a credit in Swarm?
A credit represents the unit of work performed by the AI agents during a mission, covering tasks such as research, writing, and iterative quality checks. The number of credits consumed depends on the actual effort required for each mission.
How does Swarm ensure the quality of its outputs?
Each deliverable is evaluated by a dedicated critic agent scoring it out of 100. If the score falls below the excellence threshold, the swarm revises and resubmits the work until validation is achieved.
Can Swarm apply my company’s branding to the outputs?
Yes, users can upload a PowerPoint template containing their brand guidelines—colors, typography, logo, and layout—which Swarm automatically applies to the final deliverable in PowerPoint, PDF, or Word format.
Is Swarm suitable for regulated industries like compliance audits?
Swarm includes specialized agents for compliance tasks, such as classifying risk levels and verifying regulatory texts against sources like EUR-Lex, producing dated, sourced reports tailored to frameworks like the EU AI Act.
Does Swarm offer on-premise or white-label solutions?
Yes, Swarm provides on-premise deployment options for infrastructure-based use and white-label solutions for partners, ensuring flexibility for enterprise needs.
How do I get started with Swarm?
Users can begin by describing their mission in two sentences, selecting an agent team, and adjusting the critic’s quality threshold before launching the swarm. The process is initiated through the platform’s interface.