How long does a digital transformation project take?

Project timelines vary based on scope and complexity. Simple IoT implementations can be completed in 6-8 weeks, while comprehensive digital transformation initiatives typically take 3-6 months. We provide detailed project timelines during our initial assessment.

Do we need technical expertise to work with your solutions?

Not at all! We design user-friendly solutions and provide comprehensive training. Our Digital Academy also offers upskilling programs to help your team maximize the value of new technologies. We handle the technical complexity while you focus on business results.

What kind of ROI can we expect?

Our clients typically see ROI within 3-6 months. Based on 2024-2025 project data across 12+ manufacturing clients in the GCC and Europe, common benefits include 15-30% improvement in operational efficiency and measurable OEE gains. Exact ROI depends on your current processes and the solutions implemented.

What ongoing support do you provide?

We include 6 months of support and maintenance with every project. Our ongoing support packages ensure your systems continue to perform optimally and evolve with your business. We also provide training updates and system enhancements as needed.

Which industries do you serve?

We serve manufacturing, healthcare, financial services, energy, logistics, retail, and government sectors. Our solutions are adaptable across industries, with deep expertise in industrial operations, data analytics, and AI implementation.

How does Idraq's MES integration with SAP improve OEE?

Idraq connects your existing SAP and MES systems with live plant telemetry — vibration sensors, alarm feeds, and production counters — to give you a unified OEE dashboard. Clients report average 18% OEE improvement within 6 months. The integration requires no SAP module changes; we layer our data mesh on top of existing infrastructure.

What is IIoT and how does it improve manufacturing operations?

Industrial IoT (IIoT) connects sensors, PLCs, and edge devices across your production floor to a centralized data platform. Idraq uses OPC-UA, MQTT, and REST APIs to collect vibration, temperature, and energy telemetry, then feeds it into dashboards and AI models that surface anomalies, predict failures, and reduce unplanned downtime by up to 25%.

What AI solutions does Idraq offer for manufacturing?

Idraq provides custom AI agents and LLM assistants designed for industrial workflows. Our solutions include RAG systems that query your own SOPs and manuals, fine-tuned models for domain-specific tasks like root-cause analysis, AI voice agents for production support and scheduling, and document intelligence pipelines that extract data from contracts, invoices, and maintenance logs.

What does a data platform for manufacturing include?

Idraq's data platform covers data integration via ETL pipelines and real-time streaming, storage architecture with lakehouse and warehouse, analytics and BI dashboards, and data mesh governance. It unifies information from SAP, MES, IoT sensors, and manual inputs so decision-makers have a single source of truth for production KPIs.

About Idraq

Who we are

Idraq is a digital transformation partner focused on manufacturing and industrial operations. We combine hands-on IIoT and MES integration with modern data platforms and applied AI so teams can measure what matters — from OEE to energy and quality.

What we do

We deliver four core capabilities for industrial clients:

AI agents and LLM assistants — RAG copilots, fine-tuned domain models, AI voice agents, and document intelligence pipelines that integrate with your existing workflows.
Advanced data platforms — Lakehouse architecture, ETL and real-time streaming, BI dashboards, and data mesh governance that unify SAP, MES, and IoT data.
IIoT and MES integration — OPC-UA, MQTT, and legacy connectivity that layers on top of existing SAP and MES systems without module changes, delivering unified OEE dashboards and predictive maintenance.
Digital Academy — Hands-on workshops, transformation roadmaps, change management, and skills assessment tailored to industrial teams.

Where we work

Headquartered in Duisburg, Germany, we serve clients across the GCC (Kuwait, Qatar, Lebanon) and Europe (Germany, UK). Our projects span manufacturing, energy, logistics, and product development sectors.

How we deliver results

Our approach follows a four-phase process: strategic assessment to identify transformation opportunities; solution architecture that integrates with existing systems; seamless deployment with training and handover; and ongoing support with performance optimization. Clients typically see ROI within 3–6 months, with measurable improvements in operational efficiency and OEE.

Leadership

Idraq was founded by Saif Almaliki, a Digital Transformation Solution Architect with deep expertise in IIoT connectivity, MES/SAP integration, advanced data platforms, and applied AI for manufacturing clients across the GCC and Europe.

Explore our IIoT & MES services or view client testimonials.