Ecosystem atlas

FERRE ECOSYSTEM / ARCHITECTURE ATLAS

Understand what runs, where it runs, and why it matters.

Three focused products share operating planes, not product APIs. This is the visual entry point to their audited architecture.

01 / SUPPORT AIPromptDesk

Customer request → guarded LLM orchestration → operator-ready answer.

02 / STUDY SYSTEMQuizzeira

Public exam → draft bank → evaluation gate → study pill.

03 / VISION TRIAGEArgus

Camera frame → multimodal assessment → human triage case.

The operating map

Shared dataPostgres, Redis, and MinIO are common operating primitives.

LLM routingPromptDesk and Argus can use Headroom; Quizzeira stays intentionally off it.

Audit statusClaims are evidence labels, not marketing claims.

Read a system as a story

PromptDesk

Support UI sends a request to the API; a worker selects an LLM and returns a status-aware answer.

Explore the architecture →

Quizzeira

Its three planes turn public material into evaluated study content, using run loops rather than BullMQ.

Explore the architecture →

Argus

Frames are prepared, evaluated by a live VLM, and sent to a human operator as triage cases.

Explore the architecture →

How to read evidence

VERIFIED implemented and evidenced. PARTIAL incomplete on the active path. UNUSED present but not live. NOT FOUND no evidence exists. Start with the status legend, guardrails, or comparison matrix.