Ridian Labs · Ridian Agency
Ridian Agency.
A local-first OpenAI Agents SDK prototype for AI-assisted business workflows.
Ridian Agency demonstrates how a small operator-led workflow can turn a business task into structured research, a polished document, a slide outline, and a draft email — with artifacts saved for review.
Platform configuration
Built with the OpenAI Agents SDK and a small FastAPI service.
Ridian Agency is a local lab build that wires the OpenAI Agents SDK into a focused multi-step workflow. A small FastAPI service coordinates the agents, and outputs are written to the operator's local filesystem so every artifact can be reviewed before it leaves the workstation.
- OpenAI Agents SDK Agent orchestration and tool calls
- FastAPI Local backend that coordinates the run
- Local filesystem File-based artifact storage for review
- Ridian Technologies Workflow design, prompt architecture, and review structure
Operator workflow
From a single task to a reviewable set of artifacts.
Each step is intentionally scoped so the operator can read what the agent produced, edit it, and keep the artifact only if it actually helps.
Task intake
The operator submits a focused business task — a market question, a document to draft, or an audience to research — that scopes the rest of the run.
Market research
A research agent gathers and summarises relevant context for the task, framed as a concise briefing rather than a raw dump.
Business document
The research is translated into a structured business document — one-pager, brief, or memo — ready for the operator to refine.
Review pass
A reviewer step critiques the draft against the original task: clarity, gaps, weak claims, and missing assumptions.
Slide outline
When the task calls for it, the agent produces a clean slide outline derived from the reviewed document — section titles, key points, and notes.
Draft email
A short, on-brand draft email is generated so the operator can forward the work without rewriting it from scratch.
Artifact folder
Each run writes its outputs to a local folder so the operator can review, edit, and reuse the artifacts before anything leaves the workstation.
Responsible use
This prototype is currently a local lab build. Generated outputs should be reviewed before use with clients. Do not enter confidential client information, regulated data, sensitive business records, or personal information into demonstration workflows.
This page is a portfolio demonstration of Ridian Technologies workflow design and AI implementation capability. It is not a public hosted application yet.
Implementation engagement
Want a practical business workflow agent for your team?
Ridian Technologies designs scoped AI-assisted workflows for research, documentation, communications, reporting, and operational support.