Platform Architecture

One Platform, End to End

Apps, guided journeys, shared capabilities and tools, and the foundational services beneath — one connected platform.

Apps · What customers use

Process Analysis

TMA today

Process Drift · PDA

drift vs a reference

Live SOP Verification · LSV

live compliance

Knowledge Capture · KCT

incl. Smart Compare

Factory Flow Intelligence · FFI

process intelligence

OnDemand Visual Inspection · OVI

visual inspection

Guided journeys · Best next action

Alerte.g. FFI
diagnose
Best Next Action→ PDA
→ TMA
→ KCT
resolved

The platform recommends the next best action; steps chain across apps toward a resolved outcome. Workflows emerge from domain best-practice rather than being pre-built — run behind the scenes by Agentic Q&A.

Platform capabilities · Shared across all apps

Vision Studio

Acquisition & catalog — live or uploaded video → master data → Video Catalog.

Agentic Q&A

Assistant in every module — answers, reports & analyses; runs guided journeys.

Shared visualization

Timeline / editor · classification views — one framework for every analysis.

Vision Skills

A reusable capability that interprets visual information to understand a specific aspect of industrial work — producing an insight, decision, measurement, or action. Fork ours or bring your own.

Purpose · primary classification

Safety & CompliancePPE · zones · unsafe acts Ergonomics & Human FactorsRULA/REBA · posture · repetition Quality & Executiondefects · assembly · missed steps Process & Productivitycycle time · T&M · bottlenecks Asset & Environmentequipment state · spills · obstructions Investigation & Analyticsevent search · trends · root cause

Operating mode · secondary · one or more per skill

Real-timecontinuous · responds immediately Near-real-timeshortly after the event Offlinerecorded work · accumulated events

Implementation · technical · any of

Classical CV / rules CV / fine-tuned CV Prompted VLM Fine-tuned VLM Hybrid CV–VLM Agentic workflow

Platform Tools

◆ new

Shared building blocks the capabilities call on — pre-wired into Vision Skills, Agentic Q&A and every analysis to return precise, structured outputs. Resources, not skills or apps.

OCRtext · labels · gauges Measurementdimensions · distance · angle Barcode / QRQR · DataMatrix decode Gauge & display readanalog · digital readout Countingparts · occurrences Color & shadematch · defect check Geometrycoordinates · regions · zones + extensible library

▲ invoked by the capabilities above — one shared toolbox, wired in everywhere

Platform services · Foundation

Master data mgmt

plant·line·station·product

Reference & content repo

Golden SOPs · knowledge

Vision Skill registry & SDK

fork · version · share

Camera & ingestion

live endpoints

User management

accounts

Notifications

methods & media

Settings

configuration

Integrations

MES · ERP · cameras

Identity & roles

RBAC