Industries
Applications
One page per industry, with the orchestration pattern, a live run diagram, use cases and runnable Swarms API code.
Finance
Research, risk and execution desks staffed by agents.
Explore financeHealthcare
Triage, documentation and coding with a clinician in the loop.
Explore healthcareLife Sciences
Literature, assay and trial data reviewed by specialist agents.
Explore life sciencesMarketing
Campaign teams that research, write, review and report.
Explore marketingConstruction
Bids, schedules, RFIs and safety reports handled by agents.
Explore constructionManufacturing
Quality, maintenance and supply agents on the line.
Explore manufacturingLegal
Contract review, research and drafting with citations checked.
Explore legalInsurance
Claims, underwriting and fraud review in parallel.
Explore insuranceRetail
Catalog, pricing, support and demand agents for commerce.
Explore retailLogistics
Routing, exceptions and customs paperwork, agent by agent.
Explore logisticsEnergy
Grid, asset and trading desks watched by agents.
Explore energyReal Estate
Listings, due diligence and lease review at portfolio scale.
Explore real estateEducation
Tutoring, grading and curriculum agents that explain themselves.
Explore educationCybersecurity
Alert triage, threat research and incident write-ups.
Explore cybersecurityWhat every page is built on
The same three pieces under every industry
Swarms API
One POST runs a whole team of agents under a named orchestration pattern and returns structured output with usage.
Learn moreSwarms Cloud
Every run is logged with each agent's output, tokens, latency and cost, so teams can audit and charge back model spend.
Learn morePython and Rust frameworks
The same agents and workflows run in-process when data cannot leave your environment or latency rules out a hosted call.
Learn moreDo not see your industry?
The Swarms API runs any roster of agents under any of its orchestration patterns. Tell us what your team does and we will sketch the swarm with you.
New Swarms Cloud accounts start with $5 in API credits. Enterprise teams can talk to us about volume pricing, data handling and deployment options.