Data Lakehouse
One Source of Truth for Your Entire Organisation
A Data Lakehouse combines the scalable storage of a data lake with the fast querying and governance of a data warehouse. The result: a single, trusted platform that powers reporting, AI, and data products, without the cost and complexity of running two systems.
what we offer
Unlock the Full Potential of Your Data With a Lakehouse
Designed for medium-to-enterprise companies with growing datasets that want to launch more data products, improve reporting, and build AI capabilities, on a foundation that scales.
- Single Source of Truth
- Faster Reporting
- Better Governance
- AI-Ready Architecture
Lakehouse
The Best of Both Worlds, Without the Compromise
For years, organisations had to choose between two imperfect options: a data lake (flexible but hard to query) or a data warehouse (fast but expensive and rigid). The Data Lakehouse eliminates that trade-off.
It gives you cheap, scalable storage for any type of data, structured, semi-structured, or unstructured, combined with the fast query performance, data modelling, and governance controls of a data warehouse.
The result is a single platform that serves your BI team, your data scientists, and your executive dashboards, from one consistent, trusted source.
Siloed Data
Data locked in separate systems that don’t talk to each other, making company-wide reporting nearly impossible.
Data Warehouse
Fast querying, business reporting, governance, and data modelling. Reliable, consistent metrics that everyone in the business can trust.
Data Lakehouse
A unified platform. One source of truth. Lower cost. Faster analytics. AI-ready. Self-service. Built to scale with your business.
The Problem
Problems a Lakehouse Solves
Most data pain points trace back to architecture. A Lakehouse addresses them at the root.
Siloed Data
Data locked in separate systems that don’t talk to each other, making company-wide reporting nearly impossible.
Duplicate Reports
Multiple teams building the same reports from different data sources, wasting time and producing conflicting answers.
Conflicting Metrics
“Which revenue number is right?” Inconsistent definitions across teams destroy trust in the data.
Slow Analytics
Queries that take minutes or hours because data isn’t structured or indexed for analytical workloads.
Inability to Scale
Infrastructure that worked at 1 million rows buckles under 1 billion, with no clear migration path.
AI Projects Stalling
Machine learning projects that never reach production because the underlying data isn’t accessible or trustworthy.
Signs You Have a Big Data Challenge
Traditional databases were built for a different era. When your data volumes outpace your infrastructure, the symptoms compound quietly, until they become impossible to ignore.
Symbyte helps businesses recognise the inflection point and architect a solution before it becomes a crisis.
- Reports take hours or days, by the time they're ready, the decisions they inform are already delayed
- Operational systems are slowing down because analytics run directly against production databases
- ML and AI initiatives are stalling because data isn't structured or accessible enough to train on
- Real-time analytics are impossible, streaming data and instant insights are out of reach
- Cloud costs keep growing faster than the value being extracted from the data
- Data is fragmented across multiple systems with no single source of truth
Single Source of Truth
Everyone in the business, from the CEO to the analyst, works from the same data. No more "which number is right?" arguments. Decisions happen faster and with confidence.
Better Governance
Clear data lineage, access controls, and audit trails. You always know where your data comes from, who can see it, and how it's been transformed.
Faster Reporting
Analytical queries that ran in hours now run in seconds. Dashboards load instantly. Business decisions happen in the moment they're needed.
Lower Infrastructure Costs
Consolidate expensive, overlapping systems into a single efficient platform. Reduce cloud spend while handling more data than ever before.
Self-Service Analytics
Business users answer their own questions without waiting for an engineer. The right data is accessible in the BI tool of their choice, ready, clean, and consistent.
AI-Ready Architecture
Your data science team gets structured, accessible, high-quality data to train, test, and deploy machine learning models, without battling the data pipeline first.
Gaming & Betting
Turfsport, Billions of Records, Seconds to Query
Turfsport processes billions of betting records annually. Symbyte rebuilt their reporting infrastructure, allowing hundreds of millions of records to be queried in seconds, transforming a bottleneck into a competitive advantage. "Symbyte has had a huge positive impact on Turfsport, its image, and its products.", Liam Terblanche, CTO
Financial Services
Near Real-Time Analytics on Large Transaction Systems
Large financial services clients required analytics on transactional data without impacting operational system performance. Symbyte architected a separate analytics layer with near real-time data synchronisation, keeping operations fast and analytics accurate. "Symbyte delivered an immediate positive change due to their incredible depth of knowledge.", Jan-Dieter Harder, Jumo
Retail
Customer Behaviour Analytics Across Millions of Transactions
Retail clients with millions of daily transactions needed behavioural insights to personalise customer experiences and optimise inventory. Symbyte built scalable pipelines that process and model transaction data continuously, feeding dashboards and ML models with trusted, fresh data.
what we offer
We Offer the Most Exceptional Data Services Available.
Symbyte reduces the time it takes to make decisions from insights, enabling companies to monetise their data faster and with greater confidence.
How is a Lakehouse different from just a Data Warehouse?
What does the build process look like?
Which tools and platforms do you use to build Lakehouses?
How does a Lakehouse support AI and machine learning?
Choose a plan that
works for you
Starter
Starter
Ea pro tibique comprehensam, sed ea verear numquam molestie. Nam te omittam comprehensam. Ne nam nonumy putent fuisset, reque fabulas usu ne.
- 3 Social Media Account
- Free Platform Access
- 24/7 Customer Support
Business
Business
Ea pro tibique comprehensam, sed ea verear numquam molestie. Nam te omittam comprehensam. Ne nam nonumy putent fuisset, reque fabulas usu ne.
- 3 Social Media Account
- Free Platform Access
- 24/7 Customer Support
Starter
Starter
Ea pro tibique comprehensam, sed ea verear numquam molestie. Nam te omittam comprehensam. Ne nam nonumy putent fuisset, reque fabulas usu ne.
- 3 Social Media Account
- Free Platform Access
- 24/7 Customer Support
Business
Business
Ea pro tibique comprehensam, sed ea verear numquam molestie. Nam te omittam comprehensam. Ne nam nonumy putent fuisset, reque fabulas usu ne.
- 3 Social Media Account
- Free Platform Access
- 24/7 Customer Support
We’re here to help with your questions.
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