A conversational layer over the systems you already run
SwarmNet provides the data integration layer, access controls, workflow logic, and user interface that turn a natural-language question into a summary, a draft, or a completed action.
What the platform does
Data integration layer
Connects to the CRM, analytics, HR, logistics, finance, and e-commerce systems your business already uses, so conversations are grounded in real, current data.
Access controls
Every question and action respects existing roles and permissions, so users only see and change what they are already authorized to.
Workflow logic
Requests can trigger multi-step workflows — not just answers — so a conversation can end in an update, a report, or a completed task.
Conversational interface
A single natural-language entry point replaces dashboards, forms, and long documents across every connected system.
LLM-as-a-judge evaluation
AI-generated outputs are checked for accuracy, completeness, and relevance across financial and e-commerce domains before they reach end customers.
Internal quality tooling
The same evaluation layer supports our internal team's multi-project testing, prompt benchmarking, and quality workflows.
From a typed question to a finished action
Ask in plain language
"Summarize this account's activity over the last quarter" replaces navigating a CRM dashboard.
Ground the answer in data
The integration layer pulls the relevant records, respecting the user's existing access permissions.
Validate before delivery
The judging layer checks the draft response for accuracy, completeness, and relevance before it is shown.