Product Line Overview

CATALOG · Three product lines · Unified reference architecture

We deliver more than “a set of models”—With a JSON Schema, you configure roles, workflows, rules, permissions and data sources, then assemble them into runnable systems. On top of the platform, we ship three product lines—industrial agents, drawing intelligence and machine vision—built for stability, reliability, low error, and full auditability/traceability.

Product lines

Capabilities and Structure

Independent acceptance; when jointly deployed, the interface and observation plane go through the same gateway.

OPC · Agents

Agent orchestration

SCENE · One-person company · Mail document chain · UA/Equipment

inputEmail / callbacks / UA subscriptions; plus business orders, attachments and constraints.

processAssemble roles & workflows via JSON Schema; route Tools/Skills; high‑risk steps enter HITL.

outputGuarded writes and outbound queues; replayable evidence packs (I/O, versions, responsibility chain).

failTool hallucination, accidental triggering, and confusion of session status → playback positioning.

acceptanceFreeze snapshots are consistent; approvals are enforceable; every action is auditable and traceable.

Full technical description Freight Agent

Drawing · MLLM

Drawing analysis

SCENE · Machining/Technology · Drawings and BOM

input2D/3D models & drawings: STEP / IGES / DWG / DXF / PDF and other mainstream formats.

processRecognition, similarity search, diff, rule checks and computation; low‑confidence goes to human review.

outputReviewable conclusions + evidence chain: highlights, rationale and calculation traces; APIs for PLM/MES.

failScan distortion, cross-page reference breaks, and symbol library inconsistencies.

acceptanceYou can click on the original image element for random inspection fields; you can align the field diff for change orders.

Full technical description

Vision · Edge

Industrial Vision

SCENE · AOI · Workstation re-inspection · End-side collaboration

inputStation image streams, trigger signals, SKU metadata.

processDefect detection / dimensional measurement / positioning; thresholds & gray‑zone policy with HITL fallback.

outputDecisions + traceable evidence: raw image, parameters, model version and results; supports regression.

failLighting drift, model change is not synchronized, and categories are unbalanced.

acceptanceSign the time delay, missed inspection, and model change window according to the work station; do not write "one number for the whole factory".

Full technical description

REF · PLATFORM

Three-tier reference architecture

SCENE · Crosscutting · Gateway/Observation/Tenant

ReuseIdentity and tenant, key and audit, model and prompt word repository.

observationUnify log association ID and track business order numbers across services.

deliverEnvironment layering, two-person review of changes, and outbound whitelisting are optional.

riskIf each product line has its own portal → authority and indicators will be fragmented.

acceptanceThe gateway routing and observation plane can cover the joint deployment of three product lines.

Full technical description