AI & Data Advisory
We help organizations develop AI, Data, Cloud, and Digital Transformation strategies aligned with business objectives.
Learn moreLearning • Advisory • Implementation
Build the knowledge, strategy, and engineering capability needed to responsibly adopt Data and Artificial Intelligence. DataNova.AI Core supports individuals and organizations through professional learning, enterprise advisory, technical consultation, and practical implementation across global and emerging markets.
WHAT WE DO
Datanova.AI Core helps organizations adopt Artificial Intelligence, modernize data platforms, and build enterprise-grade analytics solutions while developing the next generation of AI and Data professionals through DataNova Academy.
Explore All ServicesWe help organizations develop AI, Data, Cloud, and Digital Transformation strategies aligned with business objectives.
Learn moreWe design, build, deploy, and support enterprise AI and modern data platforms from concept to production.
Learn moreA premium collection of upcoming learning experiences for individuals, teams, universities, and enterprise organizations. Join the waiting list for enrollment updates.
Learn moreBuild intelligent AI solutions that solve real business challenges.
Learn moreBuild trusted, governed, secure enterprise data platforms.
Learn moreOngoing support after implementation.
Learn moreREAL-WORLD IMPACT
Explore how enterprise data engineering, AI engineering, and responsible AI are solving real-world business challenges across industries.
Industry ExampleHealthcare
Business Outcome
Improved patient outcomes, reduced medication errors, faster clinical decisions, and governed AI deployment.
Business Challenge
Healthcare organizations struggle with fragmented patient data, poor medication adherence, and delayed clinical insights.
Data Engineering Solution
Centralize EHR, pharmacy telemetry, and patient video monitoring data into a secure enterprise lakehouse utilizing FHIR compliance standards.
AI Engineering Solution
Computer vision for medication adherence tracking, predictive clinical decision support, and patient health risk stratification.
Technology Stack
Microsoft AI Foundry • Databricks • Azure Data Factory • Delta Lake • Power BI
Industry ExampleFinancial Services
Business Outcome
Accelerated analysis, automated auditing, and enhanced investment decisions.
Business Challenge
Financial research, compliance, and investment analysis require processing massive volumes of structured and unstructured data.
Data Engineering Solution
Enterprise cloud migration integrating market data, research, and regulatory information.
AI Engineering Solution
Generative AI research assistants, semantic search, and predictive compliance monitoring.
Technology Stack
AWS Bedrock • Azure OpenAI • Snowflake • Databricks • Vector Search • RAG
Industry ExampleTransportation
Business Outcome
Reduced downtime and improved fleet reliability.
Business Challenge
Unexpected equipment failures and fleet downtime increase operational costs.
Data Engineering Solution
Streaming telematics and mobile inspection pipelines.
AI Engineering Solution
Damage detection, predictive maintenance, and vehicle health monitoring.
Technology Stack
Apache Kafka • Databricks • MLflow • Azure DevOps • Azure Custom Vision
Industry ExampleManufacturing
Business Outcome
Optimized uptime and improved quality control.
Business Challenge
Manual quality inspections create defects and production delays.
Data Engineering Solution
Industrial IoT edge pipelines connected to manufacturing lakehouse platforms.
AI Engineering Solution
Computer vision defect detection and predictive maintenance.
Technology Stack
Azure Databricks • Cortexica Visual AI Engine • MLflow • Azure IoT Hub
Industry ExampleGovernment
Business Outcome
Improved digital public services and governance.
Business Challenge
Legacy systems create disconnected citizen services.
Data Engineering Solution
Centralized citizen data hubs and governance.
AI Engineering Solution
Citizen AI assistants, IDP processing, and semantic search.
Technology Stack
Microsoft Fabric • Purview • Azure OpenAI • Databricks
Industry ExampleLegal
Business Outcome
Faster research and improved legal productivity.
Business Challenge
Legal teams spend excessive time reviewing documents.
Data Engineering Solution
Legal knowledge graph and secure repositories.
AI Engineering Solution
Lexis+ AI research, brief generation, and legal reasoning.
Technology Stack
Azure OpenAI • Amazon Bedrock • Fine-Tuned Legal LLMs • Graph RAG
Industry ExampleEnergy
Business Outcome
Improved safety and reduced outages.
Business Challenge
Remote well monitoring and equipment failures threaten worker safety.
Data Engineering Solution
Industrial IoT streaming telemetry framework.
AI Engineering Solution
Leak detection, flare monitoring, and PPE compliance.
Technology Stack
Azure IoT Edge • Azure ML • AWS Panorama • SageMaker
Industry ExampleMining
Business Outcome
Improved mineral recovery and automated operations.
Business Challenge
Manual ore sorting creates waste and inefficiency.
Data Engineering Solution
Real-time multispectral sensor ingestion pipelines.
AI Engineering Solution
Computer vision ore classification and automated sorting.
Technology Stack
TOMRA Insight • Embedded GPUs • Azure IoT Edge • Apache Kafka
The following examples highlight publicly known enterprise AI implementations for educational and illustrative purposes.
AFRICA & EMERGING MARKETS
Exploring AI, data engineering, and intelligent automation opportunities designed to accelerate digital transformation across Africa and emerging markets.
While the previous examples demonstrate publicly known enterprise AI implementations from around the world, the following Regional Innovation Lab showcases practical solution concepts inspired by real-world challenges across Africa and emerging markets.
These concepts demonstrate how modern data engineering, streaming platforms, enterprise AI, and responsible AI can help governments, businesses, and communities solve meaningful problems.
WHO WE SERVE
We work across industries to solve complex challenges with data and AI.
Government
Financial Services
Healthcare
Telecommunications
Energy
Education