Analytics-ready insights with DataHex Advanced Analytics & AI Services
End-to-end analytics pipeline
From high-frequency data ingestion and normalisation through to visualisation, statistical analysis and reporting—so you spend less time wrangling data and more time acting on it.
Predictive & prescriptive modeling
Forecast returns, volatility and liquidity with statistical and machine-learning models, to form inputs into your portfolio construction or trade-scheduling algorithms.
Bespoke AI/LLM modeling
Automate document summarisation and natural-language queries with custom LLM pipelines tailored to your data and domain.
A holistic approach to data science and analytics
Descriptive & Diagnostic Analytics
Quickly surface patterns, outliers and data-quality issues across tick-, bar- and end-of-day feeds, with interactive dashboards and analytics tools.
Predictive Modeling
Train, validate and productionise ML models for forecasting, price-impact simulation, volatility prediction and regime detection.
NLP & LLM Solutions
Summarise filings and company transcripts; auto-generate commentary; answer complex queries—integrated via API or embedded in your analytics platform.
Our Analytics Service Offerings
Standard Analytics Services & Solutions
- Standard Time Bars: 1-minute, 5-minute, and end-of-day OHLCV bars (with bid/ask levels), calculated historically and updated daily across selected or all instruments.
- Market Quality Metrics: VWAP, spreads, volatility, quote counts, and quote-to-trade ratios—delivered historically and as part of ongoing transformed data.
- Data Validation: Robust data ingestion and transformation pipeline with integrated quality checks.
- Corporate Action Adjustments: End-of-day pricing adjusted for historical corporate actions and included in the transformed dataset.
- Security Master File: Comprehensive historical reference data across licensed exchanges, delivered initially and maintained with daily updates.
Custom Analytics Services & Solutions
- Custom Time Bar Generation: Support for non-standard intervals (e.g., 3m, 12m, 25m) tailored to client needs, calculated historically and updated daily.
- Bespoke Metrics: Custom metric design aligned to client-specific trading and research objectives.
- Symbology Mapping Service: Historical mapping of instrument code changes (renames, reuses, delistings), with ongoing daily updates.
- Data Gap Resolution: Automated detection and vendor engagement to resolve historical or live data gaps.
- Anomaly Detection: Unsupervised machine learning to detect data anomalies to improve data integrity.
- Factor Return Calculations: Style- and sector-based factor returns calculated daily, weekly, and monthly.
- Execution Impact Modeling: Trade- and simulation-based data to model price impact and slippage across execution scenarios.
- LLM-Powered Research Assistant: Automated summarisation and insight generation using large language models.
- Backtesting & Simulation: Strategy testing with performance and risk metrics.
Empowering market data consumers and vendors
Here are some of our work in the Capital Markets. DataHex ingests, stores, enhances, transforms and delivers data efficiently, so your team can focus on what truly matters.
Streamlining access to ICE market data in the cloud
Global financial markets historical data platform
Cloud migration and new product in historical data offering