Purko¶
Purko is a platform that lets any company — from law firms to creative agencies — build AI teams that handle their workflows end-to-end, earn trust over time, and cost pennies per task.
Why Purko?¶
Kubernetes-Native¶
Declare agents and workflows as Kubernetes custom resources. Get RBAC, health checks, scaling, and observability for free.
Graduated Autonomy¶
Agents start supervised and earn trust over time through the Shu-Ha-Ri model. If they regress, they're automatically demoted. No leap of faith.
Industry-Agnostic¶
From SDLC automation to legal contract review to creative campaigns — Purko adapts to your business processes, not the other way around.
How It Works¶
You declare WHAT (CRDs) → Purko handles HOW (controllers + executor)
Agent = "who does the work" (model + tools + personality + guardrails)
Workflow = "how work flows" (DAG of agent steps with conditions)
MCPServer = "what tools exist" (deploy + discover MCP tool servers)
LLMProvider= "which brain to use" (model credentials + health)
Autonomy = "how much to trust" (Shu-Ha-Ri progression + rollback)
Quick Start¶
- Install —
helm install purko deploy/helm/ - Create an agent — define a YAML with model, tools, and system prompt
- Create a workflow — wire agents into a DAG pipeline
- Watch it run —
purkoctl workflow get <name>or open the dashboard
Explore by Use Case¶
| Industry | What Purko Does | Example |
|---|---|---|
| Digital Agency | Campaign delivery pipeline | Brief → Strategy → Content → Review → Package |
| Legal & Compliance | Contract review pipeline | Upload → Analyze → Flag Risks → Research → Report |
| Real Estate | Listing-to-close pipeline | Property → Market Analysis → Listing → Matching → Transaction |
| Data Analytics | Client analytics pipeline | Quality Check → Anomaly Detection → Report → Insights |
| Video Production | Video production pipeline | Brief → Script → Shot Plan → Post-Production → Distribution |