Big Data Services by Algoscale.

Don't let your data lose its value by hoarding it. We help organizations turn raw information into something they can act on. Our team builds and runs cloud based tools that support large scale data work. As a specialised big data services company, Algoscale transforms unstructured data into a commercial advantage.

Contact Our Big Data Experts See Our Work

Our Partners

Enterprises that trust Algoscale for big data services

Starting Tier
Services Partner

Algoscale is an AWS Partner at Starting Tier Services, building big data platforms on AWS.

So your pipelines, storage and processing are built the way AWS recommends they should be — the same architecture, security, and cost practices their own engineers work to.

150+projects delivered

12+years

400+deployments

Why Should You Choose Big Data Services.

You should go for Big Data Services because you get sharper forecasting, smarter decision making and other advantages as explained below:

Sharper forecasting

Let us take the guesswork out of your quarterly planning. By blending your historical data with live market feeds, you can spot shifts early and forecast demand accurately. It is about knowing what is coming next rather than just reacting to it.

Smarter decision making

Making major business calls based on a gut feeling is risky. When you bring in big data and analytics services, you equip your leadership team with hard evidence. You get a clear, reliable picture of your business, making those tough strategic choices much easier.

Deeper customer connections

Your customers are leaving clues everywhere. We help you piece together those interactions across your website, apps, and sales channels. When you actually understand their habits, you can stop sending generic campaigns and start delivering the personalised experiences they truly expect.

Real time agility

Nobody has time to wait until Friday for a report on what went wrong on Monday. We build streaming pipelines that feed your dashboards instantly. This means your operations team can spot bottlenecks and fix them the very moment they happen.

Stronger risk prevention

Problems usually leave a digital footprint before they blow up. We set up smart alerts that constantly watch for unusual patterns in your systems. Whether it is a supply chain delay or a financial anomaly, you catch it early before it becomes an expensive headache.

Our Big Data Consulting Services.

As a big data consulting company, we offer comprehensive big data consulting services, big data frameworks, big data support services and big data integration that empower businesses to unlock the full potential of their big data strategy. Our solutions are tailored to your unique needs, ensuring optimized data architectures, actionable insights, and scalable operations.

Contact Our Big Data Experts

Big Data Consulting

Every successful project starts with a clear strategy. Our big data consulting team assesses your current technology landscape and outlines a practical roadmap, ensuring you invest in the right architecture to meet your commercial goals.

Big Data Implementation

Moving from strategy to reality requires technical precision. We handle your big data implementation by deploying scalable cloud architectures that process high velocity workloads flawlessly, eliminating system failure.

Pipeline Engineering

We design intelligent workflows using our big data development services to move your information securely across platforms, ensuring your reporting tools always display the latest and most accurate insights.

Advanced Analytics

Raw information is useless without interpretation. Our big data analysis services apply advanced machine learning frameworks to uncover deep commercial patterns, giving your team the intelligence they need to stay ahead of the market.

Big Data Testing Services

We believe in absolute reliability. Our big data testing services rigorously validate performance and accuracy across every component, ensuring your executive dashboards never display corrupted or misleading figures.

Big Data Management Services

Keeping your systems healthy is an ongoing commitment. Through our big data management services, we maintain strict data quality and govern your entire ecosystem as it scales alongside your business.

Big Data Security Services

Protecting your sensitive information is our top priority. We integrate our big data security services deeply into your architecture, applying strict access controls and continuous monitoring to guarantee full regulatory compliance.

Our big data consulting process.

From strategy and architecture through build, governance and ongoing optimisation — the four stages every big data engagement runs through.

Data Strategy & Roadmap

We assess your existing data environment, systems, and requirements to define the right big data strategy, target architecture, and roadmap for implementation.

What this covers

Audit existing data sources, systems, and data flows
Identify business, analytics, and processing requirements
Define the target architecture, technology approach, and implementation roadmap

Build & Integrate

We connect your data sources, build scalable pipelines, and transform data into reliable datasets for analytics, reporting, and AI.

What this covers

Integrate structured and unstructured data sources
Build batch and real-time data pipelines
Transform and prepare data for downstream workloads

Govern & Operationalize

We establish the governance, quality, security, and operational processes needed to keep your big data environment reliable and manageable at scale.

What this covers

Implement data quality, metadata, and lineage
Establish security, access controls, and governance
Add monitoring and operational processes for data pipelines

Optimize & Support

We continuously monitor and improve your big data environment to maintain performance, control costs, and support new workloads as your needs evolve.

What this covers

Monitor platform, pipeline, and workload performance
Optimize compute, storage, and processing costs
Maintain, troubleshoot, and scale the data environment

Why Choose Us as Your Big Data Services Provider.

Twelve years of data work and 150+ projects behind us, and five things we hold to: commercial outcomes, multi-cloud engineering, governance by design, flexible engagement, and architecture that scales.

12+

Years of Experience

Over 12 years building large-scale data platforms across engineering, analytics, cloud, and AI.

150+

Projects Delivered

150+ data and technology projects delivered across industries and data platforms.

Commercial Outcomes Over Output

We focus on commercial outcomes rather than just technical delivery, ensuring every piece of architecture we build directly supports your strategic goals and drives measurable value.

Specialised Multi-Cloud Engineering

Our engineering teams possess deep technical expertise across multiple cloud platforms, allowing us to build bespoke solutions that fit your precise operational needs perfectly.

Governance and Compliance by Design

We embed strict governance and compliance rules directly into your platform from the start, ensuring your business sails through audits without any stressful scrambles.

Flexible Engagement Models

Our flexible partnership models mean you can choose exactly how we help, whether you need strategic advisory support or fully managed big data management services.

Future-Proof Elastic Scalability

We build elastic scalability into every architecture, meaning your platform will grow seamlessly as your business expands without ever requiring a costly or disruptive rebuild.

Our methodology to scale your enterprise data foundation.

The lake, the streaming layer, the processing engines, the governance and the orchestration — built together as one platform that absorbs volume, velocity and variety, not five separate projects.

S - Structured Setup

Prebuilt, production-ready lakehouse

C - Cloud-Ready Core

Multi-cloud, secure, compliant

A - Automated Acquisition

Prebuilt connectors, instant ingestion

L - Lifecycle Layering

Medallion pipelines, governed flow

E - Execution Engine

Arcastra™-powered orchestration

Deploy in weeksBuilt-in governanceZero reinventionEnterprise scale

Continuous Observability and FinOps Integration.

A strong data platform is not the whole job. You also need it to run well and to save both time and money. We put in automated monitoring so your data work is checked all day. It spots problems early, before they show up on a report.

We also use FinOps practices to control cloud spending. We set clear limits on compute use. When jobs need extra power, we run them at times with less load. If machines sit unused, we pause them without delay. That way you keep fast performance while avoiding a big surprise on your bill.

Big Data Success Stories.

A selection of our big data engagements, featuring real challenges, solutions, and outcomes.

Security & Fire Systems

AWS data warehouse modernization for a security and fire systems integrator

Unified fragmented data from 14+ subsidiaries into one AWS platform, with production Glue pipelines feeding Finance and Operations reporting.

70%less reporting prep time

20+production pipelines

Read the case study

Retail

Data-driven transformation for a fashion retail brand

Built an end-to-end analytics ecosystem across ingestion, modeling, forecasting and BI, centralising sales, product and channel data in one place.

25%less stockout revenue loss

20%better inventory turnover

Read the case study

Retail Expansion

AI-driven store expansion for a large retail chain

A geospatial intelligence engine that scores catchments and competition, so new store locations are chosen on evidence rather than instinct.

15%revenue uplift at new stores

Read the case study

View All Case Studies

Technologies we work with.

Our expertise spans the full range of platforms we build on, migrate between, and optimize daily to deliver reliable, scalable solutions.

AWS

Azure

Google Cloud

Databricks

Snowflake

Microsoft Fabric

dbt

Airflow

Cost of Big Data Services Implementation.

Every business has unique requirements, so providing a generic price tag is impossible. Your final investment depends heavily on the volume of information you process, the complexity of your legacy systems, your cloud infrastructure choices, and the depth of the big data analytics services required.

Some organisations need a straightforward architectural rescue, while others require a complete, enterprise wide migration to a modern lakehouse. We always conduct a thorough technical assessment first, allowing us to provide a transparent, predictable pricing structure that aligns perfectly with your commercial objectives and eliminates any nasty surprises.

Get Your Cost Estimate

Most big data projects also need data engineering services for pipelines, data lake consulting for storage, and data warehouse consulting for reporting.

Data Engineering Services

The pipelines underneath a big data platform. We replace fragile scripts with resilient connectors and self-healing workflows that keep reporting accurate as sources change.

Learn more

Data Lake Consulting

Where large volumes actually land. We organise unmanaged cloud storage into raw, cleansed and business-ready tiers so analysts can find trustworthy data.

Learn more

Data Warehouse Consulting

The reporting layer above it all. Dimensional models and semantic layers built for your business logic, so concurrent queries stay fast and definitions stay consistent.

Learn more

Hear From our Clients.

Video testimonial

I’ve been tremendously impressed by their knowledge, skills and professionalism.

Neeraj and Algoscale enabled Perceptronix and my clients have the cutting edge solutions they need to solve the very real problem that they have. We really enjoy working with their development team — our projects are always well defined and managed by project leaders.

5.0

JTJohn TepperPerceptronix Ltd

IndustryMachine learning

LocationUnited Kingdom

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Our Big Data Experts.

The people who lead big data engagements at Algoscale.

Neeraj Agarwal

Architect & Practice Lead

Tanmay Agrawal

Solutions, Data

Frequently Asked Questions.

We build the secure cloud plumbing required to collect, process, and analyse massive volumes of complex information, turning chaotic systems into reliable business intelligence platforms.