Connect the data as it already is.
Warehouses, lakes, event streams, text. No feature engineering, no aggregation, no pipeline to maintain. The model reads the sequence, not a summary of it.
Every event your systems already write is a usable signal.
You have the data.Billions of events a day.
The hard part? Turning raw event streams into real-time decisions. That is what Large Data Models do.
Meet NeoData
The data platform built by NeoSpace to power Large Data Models at scale
Massive-scale AI
Purpose-built AI designed to handle massive datasets, whether structured or unstructured.
One unified model
Correlates every signal across all data streams inside a single unified model.
Ultra-low latency
Optimized to deliver ultra-low latency and high-throughput predictions at scale.
Always fresh
Dynamic design ensures models stay general, always fresh, and highly relevant.
Individualized actions
Continuously generates individualized actions for each customer interaction.
No fragile pipelines
No fragile pipelines required — simply connect your data and start running.
Know exactly what went in.
Every dataset is profiled, versioned and monitored before a single training step runs — nulls, schema, distribution. Auditable end to end, which is what a regulated operation needs.
Reproducible datasets, traceable to the version that trained the model.
Train once. Cover every question.
Self-supervised learning builds a persistent understanding of each entity's behaviour. Then one specialisation per question — churn, fraud, demand, failure — on top of the same foundation.
Fleets of single-purpose models and their pipelines go away.
Decide where the work happens. Watch it hold.
Calibrated probabilities and recommended actions stream into the systems that already run your operation, with drift monitored per target so you see quality move before the business does.
The same model serving decisions is the one being measured.
Your data on one side,
the model's whole life on the other.
- Your data
- Warehouses, lakes, streams and text
- The events your systems already write
- No aggregation, no feature engineering
- Profiled, versioned, auditable
- NeoLDM
- Pre-training on the raw sequence
- Post-training, one head per question
- Calibrated inference on incoming events
- Drift watched per target
NeoData is purpose-built for enterprise-grade scale
Billions of rows
Effortlessly process billions of rows and manage petabytes of enterprise data.
All data types
Structured or unstructured, all data types modeled together in one system.
Self-optimizing
Self-optimizing models evolve continuously with every new data stream.
SOC 2 & GDPR
SOC 2, GDPR compliance, plus governance with advanced access control.
BI & ML compatible
Fully compatible with your BI, ML, and broader data infrastructure.
Benchmarks
All benchmarksProof, not promises: results you can reproduce
Every result we publish, with the notebooks to reproduce it.
Industries
Deploy LDMs anywhere data is your competitive advantage
Financial Services
Fraud losses−92%
Decisions at transaction speed, on raw event history instead of stale aggregates.
- Fraud detection
- Credit scoring
- Churn and retention
- Hyper-personalised offers
Retail
Personalization1:1
Every interaction becomes signal — pricing and recommendations that react in real time.
- Dynamic pricing
- Personalised recommendations
- Demand forecasting
- Basket intelligence
Telecom
Churn prevented+37%
Network and customer data unified into one model that acts before problems surface.
- Next Best Offer
- Network optimisation
- Predictive maintenance
- Fraud detection
What our partners achieve with NeoSpace
Prediction accuracy0X
More accurate predictions powered by our advanced data modeling approach.
Training speed0%
Faster model training cycles, accelerating experimentation and deployment.
Inference speed0X
Even faster inference speeds deliver instant responses across massive datasets.
Real-time events0B+
Predictions processed in real-time, scaling effortlessly to billions of events.
Frequently Asked Questions
The three that come up in every first conversation. The rest we answer live.
Ask us anything →What's a Large Data Model?
A new class of AI model built for massive-scale, heterogenous enterprise data — not just text or images.
Can it connect to my existing data stack?
Yes. We integrate with all major warehouses, lakes, and API systems.
Is it secure and compliant?
Absolutely. We offer comprehensive security and compliance certifications.
