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Big Data Architecture and Data Lake Services

Build scalable, high-performance data lakes that turn data overload into architecture you can act on.

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Transform Data Chaos into Clarity with Modern Data Architecture

Build a scalable data lake and architecture that turns fragmented information into actionable business intelligence. Cloudesign empowers enterprises to harness intelligence from every byte through a modern data platform built for growth, innovation, and agility.

Our data modernization services help you unify disconnected data, enabling seamless data analytics, AI-driven insights, and predictive intelligence across your organization. With a robust data architecture and cloud-native foundation, we ensure your business data is secure, scalable, and ready for the future of data science and advanced analytics.

4.7/5

Average Developer Rating

11+

Years of Experience

Case Study: Sales Insights Dashboard for Data-Driven Decision Making at Jindal Aluminium

Sales Insights Dashboard for Data-Driven Decision Making at Jindal Aluminium

Case Study

Sales Insights Dashboard for Data-Driven Decision Making at Jindal Aluminium

Transforming large, Excel-based sales datasets into a high-performance analytics dashboard to deliver faster insights, clearer sales visibility, and better strategic planning. Jindal Aluminium is one of India's largest manufacturers of aluminium extrusions and flat-rolled products, operating across a wide national distribution network.

  • Sales performance analysis relied heavily on large Excel files, making reporting slow and difficult to scale as data volumes increased.
  • Leadership teams lacked an intuitive way to compare year-over-year performance across zones, customers, and material categories.
  • Identifying top-performing customers, territories, and product groups required manual analysis and multiple spreadsheets.
  • Early warning signals such as revenue decline, underperforming zones, or category slowdowns were difficult to detect quickly.
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The Intelligent Framework for Scalable Data Lakes and Big Data Solutions

Service Capabilities

From custom LLM development and advanced RAG systems to multi-agent deployments and industry-specific regulations, we deliver enterprise-grade AI solutions that are reliable, cost-efficient, and aligned with stringent security standards.
Architecture Strategy & Planning — service illustration

Architecture Strategy & Planning

We partner with you to define the blueprint for your data ecosystem, mapping business objectives, data workflows, technology stack and governance. This ensures your architecture supports data science consulting, predictive data analytics and AI data science efforts effectively.

Data Lake Design & Implementation

Our team builds a scalable data lake that accommodates all data types and supports AI and analytics workloads. We focus on ingestion, storage, indexing, cataloguing and serving up data for analytics, machine learning and dashboards.
Data Lake Design & Implementation
Big Data Platform Engineering — service illustration

Big Data Platform Engineering

We engineer platforms on cloud-native services (or hybrid) with compute, storage and orchestration optimised for high volumes, high velocity and low latency. This supports data analytics, artificial intelligence scenarios and predictive data analytics services.

Data Ingestion, Integration & Pipelines

We build robust ingestion pipelines, batch and streaming, to bring data from multiple sources into your lake. Clean, enrich and prepare that data for predictive models, dashboards and AI-driven insights.
Data Ingestion, Integration & Pipelines
Analytics, BI & AI Enablement — service illustration

Analytics, BI & AI Enablement

Once your lake is live, we enable analytics, embedding AI into your data environment. Using predictive data analytics tools, machine learning models and AI for data analytics, we help you move from raw data to actionable insight.
Governance, Security & Compliance — service illustration

Governance, Security & Compliance

We design governance frameworks, data catalogues, access controls and lineage tracking so your lake is secure, compliant (including for India and global regulations) and trusted for mission-critical use.

Ongoing Optimisation & Support

Data lakes are dynamic. We offer managed services to monitor performance, optimise pipelines, incorporate new data sources and ensure your architecture continues to deliver value and supports your data science development services long-term.
Ongoing Optimisation & Support

Values Cloudesign Brings to the Table

Strategic data engineering that bridges the gap between raw complexity and actionable business intelligence.

Modern & AI-Native Salesforce Consulting Practices

Cloudesign is at the forefront of the Agentforce revolution, specializing in 'Human-in-the-loop' AI orchestration.

Deploying ML models to automatically categorize, tag, and organize unstructured data within the lake for faster discovery.

Using AI to analyze query patterns and optimize data storage structures, significantly reducing latency for frequent searches.

Implementing real-time AI monitors that identify data drift, quality issues, or security breaches the moment they occur.

Utilizing AI to automate data mapping and transformation, reducing manual coding and accelerating the pipeline lifecycle.

Why Choose Us for Big Data Architecture & Data Lakes?

Deep domain experience

Deep domain experience

We support enterprises in India and globally with architecture, data science consulting services and analytics-driven transformation.

End-to-end delivery

End-to-end delivery

From strategy to build to AI enablement, one partner handles your full data lake journey.

Security & compliance first

Security & compliance first

Data governance, encryption, access controls and lineage built in for regulatory peace of mind.

Real business results

Real business results

We help reduce analytical time-to-insight, lower costs and enable smarter decisions using AI data science and predictive data analytics services.

Local delivery, global standards

Local delivery, global standards

Based in India, we understand regional markets and regulations while delivering world-class technology solutions.

Continuous innovation

Continuous innovation

We leverage the latest in AI for data analytics, big data architecture patterns and predictive data analytics tools so you’re ready for tomorrow.

Our Tools and Frameworks

A robust tech stack engineered for high-velocity data ingestion and seamless cloud integration.

aws
Azure
Google Cloud Platform

Cloudesign Implementation Edge

Multi-cloud and hybrid-cloud deployments for maximum availability.

Need Additional Expertise? IT Staff Augmentation for Big Data Analytics Services

Beyond our comprehensive Big Data Analytics services, Cloudesign provides IT staff augmentation solutions connecting you with specialized Big Data developers. Ready to augment your team with experienced Big Data Analytics professionals?

Explore Staff Augmentation

Helpful Reads and Common Inquiries

Read our newest articles for the latest trends and browse our FAQ for everything you need to know.

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Find quick answers to the most common questions about our services and processes.

Big Data Lake Architecture is a scalable framework designed to collect, store, process, and analyse large volumes of raw data, structured, semi-structured, and unstructured, from multiple sources. It provides a flexible foundation for advanced analytics, machine learning, and AI-driven insights, ensuring organisations can make faster and more informed decisions.

No, a Data Lake is not an ETL (Extract, Transform, Load) tool. It is a centralised data repository that stores data in its raw format. ETL or ELT processes are used to move, clean, and prepare data before or after it enters the Data Lake for analysis.

The main types include:

  • Lambda Architecture: Combines batch and real-time data processing.
  • Kappa Architecture: Focuses entirely on real-time streaming data.
  • Data Lakehouse Architecture: Merges the flexibility of Data Lakes with the structure of Data Warehouses for unified analytics.

A Data Warehouse stores processed, structured data optimised for business intelligence, while a Data Lake stores raw, unprocessed data suitable for advanced analytics, data science, and AI applications.

Enterprises generate massive volumes of data daily. Big Data Architecture helps them organise, store, and analyse this data efficiently, unlocking predictive insights, optimising operations, and enhancing customer experiences through AI and analytics.

AI automates data classification, detects anomalies, and accelerates predictive modelling. When integrated with Data Lakes, it enables real-time analytics and data-driven automation, helping organisations make smarter, faster decisions.

A robust Big Data Architecture includes:

  • Data Ingestion Layer (collecting data from various sources)
  • Storage Layer (Data Lake or Data Warehouse)
  • Processing Layer (batch and real-time analytics)
  • Analytics & Visualisation Layer (BI dashboards, AI insights)
  • Governance & Security Layer (compliance, access control, monitoring)

Data Lakes eliminate data silos, reduce duplication, and enable seamless access to high-quality data across teams. They make it easier for organisations to perform advanced analytics, predictive modelling, and AI-driven decision-making.

We implement enterprise-grade security measures, including encryption, access control, identity management, and compliance with GDPR and regional data protection laws. Continuous monitoring and auditing ensure your data stays secure at every stage.

The timeline depends on your data volume, complexity, and existing infrastructure. Typically, a proof of concept (PoC) can be delivered in a few weeks, while full enterprise-scale implementations may take a few months, including integration, optimisation, and governance setup.

Let's Shape Your Vision Together!

Ready to discuss your next digital transformation project? Our experts are here to help you plan, design, and engineer solutions built for scale and performance.

What Happens Next?

1

Consultation

Share your idea, and our team will schedule a discovery call to understand your goals and challenges.

2

Solution Blueprint

Receive a tailored technology roadmap outlining architecture, tools, and timelines to bring your vision to life.

3

Onboarding

Once aligned, our engineers integrate seamlessly with your team to execute and accelerate delivery.

Send us an email at

sales@cloudesign.com

Let’s Discuss Your Project

Cloudesign Technology Service Pvt Ltd logo

Cloudesign Technology Service Pvt Ltd is an enterprise software and AI consulting firm founded in 2015 in Bengaluru, with offices in Bengaluru and Mumbai.

Our Related Ventures
Perhourly — Dedicated Technology Staffing arm of Cloudesign
CloudTrack — Logistics technology platform built by Cloudesign.
Spinclabs — Technology venture associated with Cloudesign.

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BDA Complex, AISHWARYA, #70, 7th Cross, 16 B Main, 4th B Block, near Koramangala, Bengaluru, Karnataka 560034

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+91 9980668622 +91 9980425433

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