About MyData Insights
Your Data, AI &
Automation Partner.
Most industrial businesses are not short of data. They are short of a single version of it that every function trusts. That is the problem we solve - across manufacturing, FMCG, packaging, supply chain, and logistics, in seven markets worldwide.
No slides. No obligation. We'll tell you plainly if we're not the right fit.
50+
Clients
150+
Projects Delivered
6
Industries Served
10
Global Markets
Who We Are
Industrial Businesses Don't Lack Data.
They Lack a Single Version They Can Trust.
MyData Insights is a specialist data, AI, and automation practice. We work exclusively with operations-led businesses - manufacturing, FMCG, packaging, supply chain, and logistics - where the gap between data and decisions is costing real money every day.
We are not a generalist consultancy that takes on data projects alongside strategy, HR, or finance work. Our entire practice is built around one problem: operational data that exists but is not being used effectively. We build the infrastructure to change that, and the AI and automation layers that put it to work.
We work with clients across seven markets: UAE, Saudi Arabia, India, Singapore, Malaysia, the UK, and North America. The problems are the same. The specific systems, compliance environments, and integration challenges differ by market - and we know them.
The MDI Operating Model
Unify the data. Predict with AI. Act with automation. In that order - always.
Unified Data
One consistent version of operational data - across every system, every function, updated in real time
Automated Action
Workflows that respond to data signals without waiting for someone to notice and act
Predictive Intelligence
AI models that surface what matters before your teams have to go looking for it
What We Do Best
End-to-end data, AI, and automation
across the industrial value chain.
Industry Data Platforms
Centralised data platforms integrating enterprise and shop-floor systems - ERP, MES, supply chain, IoT, and sensor data into a single, consistent layer.
What your operations director gets: one version of last week's production - not three conflicting answers from three different systems.
- ›Single source of truth
- ›Live visibility across operations
- ›AI-ready data environments
Operational Analytics & Dashboards
Role-based dashboards for operational and executive decision-making - built for plant managers, supply chain leads, and finance directors.
For the plant manager: live OEE at shift start, not a report compiled from last night's batch.
- ›OEE & production performance
- ›Inventory & supply chain analytics
- ›Quality & profitability insights
AI & Predictive Insights
Predictive models built on a reliable data foundation - from equipment failure prediction and demand forecasting to quality deviation detection.
For the maintenance team: a 48-hour warning before a bearing failure - not a breakdown at 2am on a Friday.
- ›Reduced unplanned downtime
- ›Improved forecast accuracy
- ›Higher throughput
Process Automation & RPA
End-to-end automation across procurement, supply chain, production, and service - replacing manual workflows with governed, auditable processes.
For procurement: replenishment orders go out automatically when stock hits threshold - without anyone opening a spreadsheet.
- ›Invoice & PO automation
- ›Shipment tracking workflows
- ›Maintenance scheduling
Cloud & Data Engineering
Modern data architectures built on Microsoft Fabric, Azure, and Delta Lake - designed for the data volumes and latency requirements of industrial operations.
For your IT team: adding a new data source takes days, not months - and the platform doesn't need rebuilding when the business grows.
- ›Scalable cloud platforms
- ›Secure data environments
- ›AI-ready infrastructure
Our Approach
The MDI Operating Model:
Discover → Prototype → Deploy → Expand
Every engagement follows the same four-phase sequence. The order is deliberate - each phase depends on the one before it being solid.
01
Discover
We audit your data landscape before recommending anything. What systems exist, what data is trustworthy, where the highest-value decisions are being made on unreliable information.
02
Prototype
A working proof of concept - one high-value use case, live data, real outputs. Not a slide deck. Most clients have something working within the first 4–6 weeks.
03
Deploy
Production-ready delivery: a solid data foundation, live dashboards, automated workflows, or predictive models - built to be maintained by your team, not by us forever.
04
Expand
Prove one use case, then scale the model. Each new capability builds on the foundation already in place - faster and cheaper than starting from scratch each time.
Why Industries Choose Us
Why operations-led companies
choose MDI over a generalist firm.
Industrial Specialism
Every engagement is in manufacturing, FMCG, packaging, supply chain, or logistics. We do not take on work outside these verticals - depth is the point.
IT & OT in One Room
Most data consultancies understand enterprise IT. Most OT integrators understand the shop floor. We work across both - which is where the real integration problems live.
Microsoft Stack, Done Properly
Microsoft Fabric, Power BI, Azure, and Power Platform - deployed with the architecture discipline they require, not the way the vendor quickstart guide suggests.
Working Output in 6 Weeks
Not a roadmap. Not a discovery report. A working dashboard, automation, or predictive model - live, on your data, within the first six weeks.
The MDI Operating Model
Every engagement follows the same sequenced approach: Unify the data foundation first, Predict with AI second, Act with automation third. Skipping steps does not accelerate outcomes.
Seven Active Markets
UAE-based, with active delivery across India, Singapore, Malaysia, UK, and North America. We understand the data landscape in each market - the ERPs used, the compliance requirements, the integration constraints.
Leadership
The person running your engagement.
Amit Kumar Singh
Technology Consulting Partner
Dubai, UAE · 13+ years in industrial data, AI & automation
I started at Accenture, where I built my foundation in large-scale ERP and data integration across manufacturing and supply chain clients. At EY, I moved into advisory - helping industrial businesses assess their data maturity and design roadmaps for the next stage. In 2019, I founded MyData Insights because I kept seeing the same problem: organisations that had invested heavily in systems but couldn't extract reliable decisions from them.
I have spent 13 years designing and delivering data platforms, AI solutions, and automation programmes across manufacturing, FMCG, supply chain, and logistics - in the GCC, India, and North America.
When you work with MDI, you work with me directly - from the first discovery call through delivery. I do not hand your engagement to a junior team after the kick-off. That is the Fractional Data Consultant model: C-suite calibre thinking and hands-on execution, sized to what your business needs right now.
Technology Stack
Modern platforms. Industrial expertise.
Data Platforms
Integration & ETL
Analytics & BI
Automation
Partner with us to build your
intelligent industry solution.
Let's design a data, AI, and automation roadmap tailored to your operations. 30 minutes. No slides. No pitch deck.