Builder
Create production‑ready agents and multi‑step workflows in minutes. Drag‑and‑drop orchestration, instant evaluations, versioned releases, and deep analytics—no heavy setup required.
Compose agents, tools, and policies as reusable blocks. Parameterize environments and publish once for dev, staging, and prod.
Golden sets, regressions, A/B experiments, and guardrail checks so every change is measurable and safe.
Traces, logs, prompts, inputs/outputs, token and cost telemetry, and per‑step performance insights.
Semantic versions, release channels, gradual rollouts, and instant rollbacks with audit trails.
Role and tenant controls, safety filters, data retention policies, and approvals embedded in your release flow.
Invite teammates, review diffs, annotate traces, and share live previews with stakeholders.
How It Works
- Start with a template or a blank canvas. Drag blocks for LLMs, tools, and conditionals.
- Connect data and tools via Swfte Connect or your private endpoints (MCP, webhooks, DBs).
- Define input/output schemas, error handling, retries, and fallbacks.
- Create evaluations: golden questions, expected outputs, policy checks, and cost/time budgets.
- Version and promote to environments. Roll out gradually and monitor live traffic.
- Observe traces, fix regressions, and iterate quickly with confidence.
Trigger from anywhere
Deploy workflows behind a stable HTTPS endpoint. Invoke from apps, backend jobs, webhooks, or the Embedded SDK. Inputs are validated against your schema and runs are fully traceable.
// Example: trigger a deployed workflow with inputs
POST /api/workflows/:workflowId/run
{
"input": {
"customerEmail": "hey@contoso.com",
"attachments": ["invoice-1043.pdf"],
"priority": "high"
}
}
// Response
{
"runId": "rwk_7db1...",
"status": "queued",
"estimatedCompletionSeconds": 12
}What you can build
Auto‑classify emails and chats, extract entities (order ID, sentiment), propose replies, and escalate with full context.
Generate briefs, variants, and localized assets; enforce brand tone with evaluation gates before publishing.
Parse invoices, flag anomalies against policy, reconcile vendors, and route approvals with audit logs.
Detect incidents, summarize logs, run safe shell actions via MCP, and file tickets with evidence.
Enrich leads, map org charts, draft personalized outreach, and sync outcomes to your CRM.
Answer natural‑language questions on your warehouse with governed SQL generation and cached summaries.