AI Consulting & Automation

Big Data Solutions

Big data solutions: scalable ingestion, processing and storage for datasets that outgrew spreadsheets and single databases.

AI-led delivery
SeniorAI-led delivery
Build and integrate
End-to-endBuild and integrate
Workflow planning
PracticalWorkflow planning
  • In-house AI engineers, no outsourcing
  • Built into your existing systems
  • Transparent, fixed-scope pricing
Big Data Solutions
London-Based AI Consultancy

Big Data Solutions at a glance

Big data solutions: scalable ingestion, processing and storage for datasets that outgrew spreadsheets and single databases.

Service
Big Data Solutions
How we start
A 30-minute scoping call, then a written scope covering the use case, data readiness and success measures.
Typical first phase
Proof of concept in 2–4 weeks, production build and integration in 6–12 weeks depending on scope.
Integration surface
Your existing stack — CRM, ERP, finance and support tools, databases, internal apps and APIs.
Pricing
Projects start from £5,000. Fixed-scope or monthly retainer — the exact quote follows the scoping call, based on your workflow volumes and integrations.
Delivered by
Pearl Lemon AI — senior AI engineers and consultants, London and remote.

How we deliver

One team covering AI strategy, Automation, Machine learning and Data engineering, working from your real workflows and data rather than generic AI templates.

Strategy before software
We audit your processes and data first, then only build the automation that returns measurable hours or revenue.
Built and integrated in-house
Consultants, ML engineers and data specialists on one team — models ship into your existing stack, not a slide deck.
Owned after handover
Documentation, training and monitoring so your team can run, measure and extend the system without us.

Not sure where to start? Browse every AI service we deliver or book a call with a strategist.

What We Deliver

Unlock Big Data’s Power for Smarter Decisions

Are you swimming in data without a clear sense of how to use it to your advantage? In today’s information-packed world, having data isn’t the problem; it’s knowing what to do with it. That’s where Pearl Lemon AI’s Big Data Solutions come in. We take all that data—structured, unstructured, streaming, and stored—and turn it into valuable insights you can actually use. Imagine having a roadmap of patterns, trends, and predictions that make business planning a breeze. With our Big Data Solutions, you’ll go from data overwhelm to data-driven success.At Pearl Lemon AI, we specialise in solutions that bring your data’s true value to light. Whether you’re aiming to predict customer trends, optimise logistics, or uncover new business opportunities, our big data tools and services provide the clarity you need. We don’t just show you numbers; we give you the insights that drive smart, impactful decisions.

What We Deliver

Our Big Data Solutions Services

Business-first

Data Integration

Big data often means pulling together data from various sources. We offer data integration services that bring all your information into a unified platform. This includes merging data from social media, internal systems, third-party apps, and cloud services. By centralising your data, we create a clear, cohesive picture that forms the foundation of actionable insights.

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Data Warehousing
Data-aware

Data Warehousing

Our data warehousing services provide a secure and scalable environment to store your data. We design warehouses that are optimised for performance and analytics, making it easy to retrieve information when you need it. Our warehouses streamline data retrieval, making it simpler to perform complex queries without delays.

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Integration-ready

Data Analytics and Visualisation

Having data is one thing; understanding it is another. Our analytics and visualisation services transform raw data into clear, accessible insights. We use state-of-the-art tools to create dashboards, graphs, and charts that make complex datasets understandable at a glance. With real-time visualisation, you can monitor performance, spot trends, and make decisions based on solid, timely insights.

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Predictive Analytics
Measurable outcomes

Predictive Analytics

Want to know what’s coming around the corner? Predictive analytics uses historical data to identify future trends and behaviours. From predicting customer churn to anticipating demand fluctuations, our predictive analytics give you the advantage of foresight. We make it possible for your business to stay proactive and ready for whatever the future holds.

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Business-first

Machine Learning Integration

Machine learning takes big data analysis to the next level. By integrating machine learning into our solutions, we enable your systems to learn from data over time. This improves accuracy, efficiency, and the ability to uncover patterns hidden deep within your datasets. Whether it’s anomaly detection, recommendations, or process automation, machine learning enhances your big data strategy.

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Stream Processing
Data-aware

Stream Processing

For businesses handling real-time data, stream processing is essential. Our stream processing services allow you to process data as it arrives, enabling immediate analysis and action. This is especially useful for industries like finance, e-commerce, and logistics, where quick decision-making can make a huge difference. With stream processing, you get the insights you need in the moment, not after the fact.

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Integration-ready

Data Cleansing

Dirty data can lead to unreliable insights, which is why data cleansing is crucial. Our data cleansing service ensures that your data is accurate, consistent, and free of errors. From removing duplicates to handling missing values, we keep your data clean so you can rely on the insights you derive from it. Clean data means better outcomes, and we’re here to make that happen.

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Customer Segmentation
Measurable outcomes

Customer Segmentation

Customer segmentation lets you understand your audience in depth by dividing them into relevant groups. We segment your customers based on factors like behaviour, demographics, and preferences, giving you a nuanced view of who they are. This allows for highly targeted marketing, personalised experiences, and more efficient use of resources.

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Business-first

Data Security and Compliance

With big data comes big responsibility. Our data security and compliance services protect your data while ensuring adherence to regulatory standards. We implement robust security measures to safeguard sensitive information and keep your business in compliance with data regulations, giving you peace of mind and protecting customer trust.

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Worldwide Execution

Discuss your project with our team

Based in London, with remote project scoping. Include your location and preferred time zone so we can agree how to work together.

London, UK

Headquarters

US project enquiries

Call our US number or request a remote scoping call

Remote delivery

Discuss your systems, location and preferred time zone

Services

More AI services

Ready to put AI to work in your business?

Talk to a Pearl Lemon AI strategist about a practical implementation plan for your business.

+44 20 7183 3436WhatsApp

Talk to our AI team

Tell us what you need from big data solutions and we'll come back within one working day with a plan, timelines and pricing.

US: +1 650 278 4421+44 20 7183 3436WhatsApp

Minimum engagement is £5,000. Proof-of-concept builds start there; production systems with integrations typically start at £15,000. Prices shown are in GBP. For a US project, include your budget and preferred currency in the project details so we can agree the scope and quote.