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Overview

Turn Fragmented Plant Data into Enterprise Advantage

X-Force Data Management Platform (XDMP) is a fully on-premise industrial data lake that unifies every type of plant and enterprise data — historian tags, SAP/MES/LIMS records, semi-structured logs and events, and unstructured files such as PDFs, images and documents — into a single, governed platform.

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Built on a Bronze → Silver → Gold medallion architecture, XDMP ingests raw data as-is, promotes it through automated cleansing and contextualization, and certifies trusted, analytics-ready datasets — connecting siloed plant networks into one pane of glass, securely within your own data center.

Benefits

Maximise the Value of Your Data

Fully On-Premise

Complete data sovereignty. Lake, analytics and AI run entirely within your DC/DR — no cloud dependency.

Unified Data Platform

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One place for time-series, transactional, semi-structured and unstructured data across every plant and system.

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Trusted, Governed Data

Medallion architecture certifies quality, lineage and access so every decision rests on reliable data.

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Analytics & BI Ready

Curated Gold datasets feed dashboards, KPIs, machine learning and paginated reports out of the box.

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Generative AI Assistant

Ask questions in natural language — an assistant that understands and responds instantly from your plant data.

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Scalable & Resilient

Grows from 50K to 100K+ tags with DC–DR redundancy, defined RPO/RTO and 10-year retention.

How It Works

The Medallion Data Lake

Bronze

Raw Ingestion

1

  • Streaming, batch & event-driven

  • Historian, SQL, SAP/MES, files

  • Captured as-is with lineage

  • Source & timestamp preserved

2

Cleansed & Contextualized

Silver

  • ISA-95 asset mapping

  • Anomaly & duplicate detection

  • Parsing, flattening, enrichment

  • Cataloged & classified

Gold

Certified & Analytics-Ready

3

  • Time-window aggregation & KPIs

  • ML feature engineering

  • BI-optimized schemas

  • Certified, versioned, governed

Enterprise Data Architecture

From Every Source to a Single Source of Truth

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Key Features

Everything Your Data Lake Needs

  • Fully On-Premise Data Lake — Complete data sovereignty, no cloud dependency

  • Unified Ingestion  — Streaming, scheduled batch and event-driven

  • All Data Types — Time-series, transactional, semi-structured & unstructured

  • Medallion Architecture — Bronze → Silver → Gold quality promotion

  • Data Catalog & Classification — Public / Internal / Confidential / Sensitive

  • Automated Data Quality  — Anomaly, drift, spike, stuck-value & duplicate detection

  • ISA-95 Asset Hierarchy — Standardized tag nomenclature & mapping

  • BI & Visualization  — Qlik dashboards, geo-analytics, paginated reports

  • Generative AI Assistant  — Natural-language plant queries, on-prem

  • Search & RAG —  Elasticsearch + Retrieval-Augmented Generation

  • Machine Learning Platform   — Feature store for predictive & prescriptive analytics

  • Enterprise Security  — RBAC, SSO/MFA, encryption, IEC 62443-aligned

Technology & Capacity

Reference Sizing

Deployment
Fully On-Premise (DC + DR)
Data Types
Time-series, transactional, semi-structured, unstructured
Ingestion Rate
50–90 Mbps  •  sustainable 20,000 tags/second
Active Tags
50,000 → scalable to 100,000+
Storage Capacity
60 TB (data platform), scalable
Data Retention
Up to 10 years
Resilience
DC–DR redundancy  •  RPO 4 hrs  •  RTO 24 hrs
Analytics / BI
Qlik dashboards, ML platform, paginated reports

ISO 9001:2015  •  ISO 27001  •  CMMI Level 3  •  IEC 62443-Aligned Industrial Cybersecurity

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