Every platform has data. Every user wants faster access to it.
SwarmNet applies the same conversational layer across industries — because the underlying need is the same: less clicking, more answers.
CRM
Ask for account summaries, pipeline status, or draft follow-up messages instead of building reports by hand.
Analytics
Turn a plain-language question into a metric lookup or trend summary, without writing a query.
HR
Employees and staff get quick answers on policies, requests, and records, routed through existing access controls.
Logistics
Check shipment status, generate exception reports, or trigger a workflow update from a single question.
Finance
Summarize financial data and validate outputs with LLM-as-a-judge before figures reach decision makers.
E-commerce & shopping
Generate product summaries and customer-facing drafts, evaluated for accuracy and relevance before publishing.
LLM-as-a-judge for financial and e-commerce outputs
Outputs that touch financial data, e-commerce, or shopping decisions go through an additional evaluation step — checking accuracy, completeness, and relevance before customers ever see them.
| Domain | Typical request | Evaluation focus |
|---|---|---|
| Financial data | Summarize account or transaction activity | Accuracy, completeness |
| E-commerce | Draft a product description or listing update | Relevance, completeness |
| Shopping | Answer a customer question about an order | Accuracy, relevance |