Agentic Teams

Coordinate specialized agents that plan, delegate, and review. Assign roles, share memory and tools, and deliver outcomes with enterprise guardrails.

Specialized Roles

Planner, Researcher, Builder, Reviewer—define responsibilities, context windows, and skills per role.

Shared Memory

Persistent, scoped memory and scratchpads so agents collaborate with continuity.

Shared Tools

Expose tools via Swfte Connect (MCP, APIs, RAG) and give least‑privilege access per role.

Governance

Checkpoints, approvals, and policies for sensitive actions with full auditability.

Observability

Traces, logs, artifacts, and KPIs across agents and handoffs—see what happened and why.

Scale & Reliability

Parallelize work, add redundancy, and recover gracefully with retries and fallbacks.

How It Works

  1. Create a team and assign roles with goals and constraints.
  2. Connect tools via Swfte Connect (MCP, APIs, data stores) and set permissions.
  3. Define collaboration: who plans, who executes, who reviews and approves.
  4. Add guardrails: HITL checkpoints, cost/time budgets, and escalation rules.
  5. Test with evaluations; measure quality, time, and cost before rollout.
  6. Deploy and monitor traces; iterate quickly with confidence.

What teams can do

Sales Deal Desk

Research accounts, draft proposals, review pricing/legal, and prep the AE for the call.

Knowledge Ops

Ingest docs, deduplicate, add citations, and answer questions with policy awareness.

IT & Security

Triage incidents, run safe automations, and escalate with concise evidence to humans.

Marketing Studio

Create briefs, produce variants, localize content, and enforce brand tone with gates.

Team composition example

Operator
Delegates and coordinates
Researcher
Search + synthesize
Builder
Creates docs/artifacts
Reviewer
Checks quality and policy

Collaboration timeline

  1. Operator scopes the task and assigns roles
  2. Researchers gather context and sources
  3. Builders generate drafts and assets
  4. Reviewers enforce quality, compliance, and approvals