Renewable Data Lake & Analytics
Renewable energy
Accelerate your renewable analytics capabilities with a modular data lake that unifies SCADA, telemetry, and market data for flexible reporting, forecasting, and optimisation
Hypercube’s Renewable Data Lake & Analytics solution provides a ready-to-deploy data platform for energy companies looking to consolidate and make use of their asset and operational data. Designed specifically for renewables (solar, wind, storage, hydro), this solution ingests and structures data from SCADA, IoT, and market sources into a centralised, queryable platform on AWS.
The platform supports core use cases such as portfolio reporting, regulatory compliance, asset performance benchmarking, forecasting, and optimisation. It is built to be modular and extensible - enabling data science and analytics teams to build on top without reinventing pipelines.
Challenges
Data silos across assets, regions, or technologies
Slow or manual reporting cycles for regulators or investors
Limited ability to support forecasting or machine learning workloads
Difficulty ingesting and managing high-frequency telemetry or SCADA data
Our Approach
This solution is delivered over 4–8 weeks as a modular accelerator. We follow an agile, collaborative process to identify key sources, define the data model, and implement ingestion and transformation pipelines.
Core delivery features:
-
Ingestion of SCADA, market, and forecast data into an AWS Lakehouse
-
Metadata tagging and schema design with AWS Glue Data Catalog and AWS DataZone
-
SQL-based querying via Athena or Redshift
-
Optional transformation pipelines for ML readiness using AWS Glue
-
Role-based access and dashboarding via QuickSight or external tools
Hypercube supports the following methods of data integrations, by providers such as Elexon, Arenko, Accure and Core Controls:
-
API integration
-
File transfer
-
Database replication
Support model
Working with Hypercube
Remote-first delivery with weekly working sessions and technical documentation for full knowledge-share.
- Weekly updates and reviews
- Slack-based delivery channel
- 30-day hypercare post-delivery
- Optional managed service for long-term maintenance
4–8 week accelerator
Benefits
Benefits of Hypercube’s Renewable Data Lake & Analytics
Single source of truth for renewable data across asset types
Improved transparency and reporting across operations, finance, and trading
Enabling analytics use cases from revenue forecasting to downtime classification
Easier onboarding of new assets or partners into the platform
Speak to the Hypercube team
Learn more about Hypercube's Renewable Data Lake & Analytics
Join the Beyond Energy community
Invitations to exclusive events, energy leader roundtables, webinars and on-demand videos, and the Beyond Energy newsletter.
