Unified Factory Data Platform

Factory Intelligencefrom shop floorto top floor.

Connect every machine, contextualize every signal, and turn industrial data into real-time decisions with a control-room-grade digital experience built for modern manufacturing.

On-prem friendlyAI-enabled insightsReal-time operations

Control Room Feed

Live Operational Fabric

Live

Connected Assets

4,218

Contextualized Topics

16.2k

Active AI Signals

148

15+ protocols active
24/7 operational signal

Signal Journey

Connect -> Context -> Insight

ISA-95 aligned
Source ingestionPLCs, historians, MES, SCADA
Context mappingUNS and semantic topic modeling
Operational actionsDashboards, AI copilots, alerts

Factory intelligence

Context-rich data products designed for operations, quality, reliability, and executive visibility.

Deployment mode

Edge-first architecture with resilient local processing and cloud-ready handoff where needed.

01 / Connect & Collect

Universal connection built for the messiness of the real factory floor.

Factigent ingests signals from legacy and modern systems, then stabilizes them through edge-native collection patterns so your teams can trust what they see and act sooner.

live

PLCs & Machines

Bring controllers, robots, and machine states into one operational stream without brittle custom glue.

live

Sensors & Edge Devices

Capture live process variables, condition data, and events with low-latency local ingestion.

live

SCADA & Historians

Unlock existing supervisory and time-series data so teams work from the same operational truth.

live

MES & ERP

Join production, planning, and business context to close the loop from execution to reporting.

live

Files & Databases

Unify CSVs, SQL sources, batch logs, and reference data that operators still depend on every day.

live

Secure Protocol Layer

Support industrial protocols and modern interfaces with governance designed for plant environments.

Operational ingestion

Every signal enters one governed fabric.

Edge-first

Intake pipeline

Structured for resilience, compliance, and scale.

1

Source onboarding with protocol adapters

Stand up sources quickly while preserving protocol-specific nuance.

2

Edge processing and buffering for resilience

Handle intermittent networks and site constraints without losing continuity.

3

Context enrichment with production metadata

Map raw tags into production-ready data products your teams understand.

4

Operational delivery into dashboards, alerts, and AI workflows

Route trusted context into operations, quality, maintenance, and leadership views.

15+

Industrial interfaces

4k+

Simultaneous data tags

24/7

Store-and-forward resilience

02 / Architecture

See how data moves from source systems into operational intelligence.

Factigent orchestrates intake, context, governance, and delivery so the same platform can serve operators, maintenance teams, quality leaders, and executives with consistent truth.

Source systems

PLC / Machine Data

Controllers, machines, robots

Sensors & Utilities

Condition and environmental telemetry

MES / ERP / Quality

Business and production context

SCADA & Historians

Supervisory and time-series sources

Factigent platform

Context-driven operational orchestration.

Connect signals, map context, and deliver trustworthy outputs for operations, maintenance, quality, and leadership.

Outputs

Live Alerts

Signal-driven action triggers

AI Copilots

Natural-language diagnostics

Dashboards

Operational and executive views

Optimization Models

Predictive and prescriptive workflows

03 / Context

Model factory data in a language every level of the business can use.

Factigent transforms raw industrial signals into contextualized topics that mirror how factories actually operate, making data readable for operators, engineers, quality teams, and leaders alike.

Unified NamespaceISA-95 awareSemantic mapping

Namespace examples

enterprise/site/line/cell/asset/status
enterprise/site/utility/boiler/steam/pressure
enterprise/site/packaging/line-3/oee/current-shift

Context is where raw tags become meaningful operations. Once standardized, your data can power cross-site comparisons, AI assistants, analytics, and process optimization without constant manual translation.

Context canvas

Operational model aligned from equipment to enterprise.

UNS active
Unified name space diagram

L4

Enterprise

mapped

Planning, ERP, and executive intelligence

L3

Site Operations

mapped

MES, quality, and shift coordination

L2

Area / Line

mapped

SCADA, supervision, alarms, and dispatch

L1-L0

Machines & Signals

mapped

PLC logic, devices, sensors, and events

Standardized topics become reusable across reports, AI assistants, alerts, and ERP workflows.

04 / Insight

Turn factory data into decisions, diagnostics, and AI-ready operational actions.

Factigent does not stop at data visibility. It creates a command-center experience where analytics, anomaly detection, copilots, and reporting all operate from the same contextualized foundation.

Analytics cockpit

Operational analytics that leaders can trust.

Blend live shop-floor telemetry with quality, maintenance, and planning context so teams see performance shifts before they become production losses.

OEE trend+12.4% this month

Anomaly detection

Warnings with real operational context.

Boiler pressure drift

Line 2 vibration spike

Cooling loop response lag

Predictive maintenance

Asset health at a glance.

82

Mixer A

71

Pump 4

93

Line 3

AI copilots

Ask questions in plant language.

Why did OEE dip after second shift?
Performance loss rose on packaging line 3 after a changeover delay and two minor stops caused by label feed faults. Maintenance recurrence probability is trending up.

Governance

Secure by design.

Role-based access across operations and leadership
Plant-safe edge deployment options
Structured data outputs for downstream compliance

Signal discovery

Spot emerging loss patterns before they spread across the line.

Natural-language copilots

Give operators fast answers without making them hunt through dashboards.

Executive rollups

Elevate trustworthy context into reports that align site and leadership.

05 / ERP & MES Ready

Extend factory intelligence into planning, inventory, and execution workflows.

Factigent can feed connected manufacturing context into the systems that plan, procure, schedule, and manage execution, helping operations and enterprise teams move in sync.

Role-based access across modules

Production Planning

Align routing, work orders, and line priorities with real operational context instead of static schedules.

Sales & Order Visibility

Bring customer demand and delivery priorities closer to plant reality with connected order insight.

Procurement Intelligence

Link material demand, consumption, and replenishment signals across operations and supply teams.

Inventory & ROP

Use plant activity and context to support inventory thresholds, warehousing decisions, and replenishment planning.

Work Order Execution

Coordinate maintenance and production tasks with live machine conditions and shift-level visibility.

MES lane expanding

Execution workflows can plug in next.

Use the same contextualized factory model to support work instructions, traceability, and production execution experiences as your rollout matures.

06 / Use Cases

Built for the operational pressure that real manufacturers face every day.

The platform is designed to improve clarity at the line, accelerate response in maintenance, and give leadership a trustworthy operating picture across the plant network.

Line Performance Control
18% faster response

Line Performance Control

Monitor throughput, stoppages, and quality drift from one live surface so supervisors can resolve issues before output slips.

OEEDowntimeShift handoffs
Predictive Reliability
30% lower unplanned downtime

Predictive Reliability

Combine machine telemetry with maintenance context to spot repeat failures, prioritize work, and extend asset life.

VibrationCondition healthAlerts
Executive Factory Visibility
Same-day decision visibility

Executive Factory Visibility

Roll plant-level data into operational and business context so leadership sees what matters without waiting for manual reporting cycles.

Cross-siteERP-readyReporting

Real-time production response

Give shift teams operational context while the event is still actionable.

Reliability centered workflows

Turn recurring faults into ranked priorities instead of repeated firefighting.

Leadership trust in plant data

Move from disconnected reports to one governed and transparent operational view.

07 / Start Your Rollout

Bring a sharper digital control room to your factory operations.

Whether you need a pilot, a live walkthrough, or a deeper architecture conversation, we can help shape the right path from factory signals to measurable outcomes.

Pilot-ready architecture review

Map sources, context strategy, and rollout constraints with our team.

Industrial-grade deployment thinking

Designed for plant reliability, secure operations, and scale beyond a demo.