Unlock intelligence from the data you already have
Big data is no longer about storage. It’s about activating your existing data in real time for prediction, detection, and action.
CobraSphere brings AI to the point of insight, not just the point of collection.
Strategic Lens
Big data, built for real-time decisions
Modern data doesn’t sit still. It moves constantly across platforms, sensors, systems, and applications. CobraSphere helps you ingest, enrich, and act on data as it flows.
Streaming-first architecture – process data while it’s still in motion
Schema-aware ingestion – tag and sort information on arrival
In-memory processing – respond in milliseconds, not minutes
Distributed pipelines – route events efficiently across systems
Big data isn’t just about storage, it’s about speed, structure, and context at scale.
Our Approach
From raw data to actionable insight
Collecting data is not the goal. Making decisions from it is. CobraSphere integrates AI models directly into your data flow, so insight happens in-line, not after the fact.
AI-powered enrichment – auto-label data with business context
Embedded analytics – apply scoring and segmentation live
Real-time correlation – detect trends and anomalies as they develop
Model-driven triggers – respond to events as they happen
This turns raw data into an active source of decisions, alerts, and automation.
Use Cases
Where big data drives value
Organisations are using big data infrastructure to solve complex challenges across every domain of operations.
Smart cities – optimise traffic, energy, and public safety in real time
Retail analytics – personalise offers and stock levels based on demand
Manufacturing – monitor equipment performance and detect issues early
Finance – flag risk and fraud patterns as transactions occur
The impact is measurable: faster response, better resource use, and deeper insight.
Real-World Outcomes
Execution in action
From logistics to customer platforms, these examples show how big data translates into meaningful business advantage.
Demand forecasting
Predict spikes across supply chains and reallocate stock before shelves run empty.
Churn prediction
Identify disengaged users and trigger retention actions automatically.
Health system alerts
Detect abnormalities in patient monitoring streams and flag issues immediately.
Adjust routes and fuel planning using live location and delivery data.
Facilities trigger lockdown or escalation from local anomaly detection.
Route and fuel optimisation
Adjust routes and fuel planning in real time using delivery schedules, vehicle telemetry, and live demand.
Smart grid switching
Power networks reroute automatically during outages, using live system data and predefined fault thresholds.
Environmental monitoring
Detect pollutant thresholds, temperature shifts, or seismic anomalies and trigger immediate mitigation workflows.
Autonomous inspection drones
Drones perform site scans, detect anomalies, and generate follow-up tasks without waiting on cloud-based systems.
Systems that adapt
Feedback loops that drive improvement
CobraSphere includes native support for telemetry and model feedback, allowing your data pipelines to get smarter over time.
Closed-loop analytics – update scores and strategies based on results
Drift detection – spot when your models are going stale
Automated retraining triggers – flag segments that need model updates
Adaptive dashboards – evolve visualisations based on usage
Insight becomes more accurate the longer the system runs.
The architecture
Performance that improves over time
CobraSphere ensures every layer is tuned for real-time performance and gets smarter as it runs. From storage formats to feedback loops, every part of the system is designed for continuous optimisation.
Streamlined ETL frameworks – handle large, fast-moving datasets efficiently
Horizontal scale-out capabilities – support growing demand without downtime
Columnar storage and fast retrieval – query billions of rows in seconds
Low-latency transport across environments – reduce delay at every stage
Closed-loop analytics – update scores and strategies based on outcomes
Drift detection and retraining – adjust models before they degrade
Adaptive dashboards – evolve visualisations to match user needs
This gives you both the speed to act now and the intelligence to act better tomorrow.
Next Steps
Put your data to work
Whether you're modernising your analytics stack or deploying event-based systems for the first time, CobraSphere helps you unlock the full value of your data.
Talk to us about building a data platform that’s built for action.