Data and AI Services
IBA Group helps turn data and AI initiatives into scalable business capabilities. We build data lakehouses, deliver BI solutions, advanced predictive analytics, and AI services – from Microsoft Fabric and Databricks to custom AI agents, Intelligent Document Processing (IDP), and AI orchestration.
Our teams combine expertise in data engineering, data governance, data integration, AI readiness, AI orchestration, to help organizations build governed, AI-ready data foundations, automate knowledge-intensive processes, and move from isolated pilots to production-ready Data and AI solutions.
What sets IBA Group apart is our pragmatic, cost-effective approach. We adapt to your needs – from expert consulting and AI readiness assessments to dedicated engineering teams. Our data accelerators, reusable data architectures, and license-free data engineering toolkit help accelerate Microsoft Fabric, Databricks, data integration, and analytics initiatives while reducing implementation costs and shortening time to value.
Data management services
Build a trusted, governed, and AI-ready data foundation.
Microsoft Fabric Services from IBA Group unify fragmented data, analytics, and AI on a single Microsoft Fabric platform. From AI readiness assessments and data governance strategy to migration or implementation, we deliver scalable data integration solutions that transform disconnected systems into a governed, AI-ready data foundation.
Databricks Services from IBA Group make enterprise data AI-ready on Databricks. From AI readiness assessment through Lakehouse migration and implementation to managed data engineering. IBA Group implements a robust data governance strategy – with quality, lineage, and Unity Catalog governance.
Data Modernization Services from IBA Group help organizations transform legacy data environments through cloud data migration, data integration services, data warehouse modernization, and data lakehouse implementation, all supported by a comprehensive data governance strategy.
Visual Flow is a low-code ETL/ELT solution with an open-source license, combining Apache Spark, Kubernetes, and Argo Workflows behind a drag-and-drop interface. Validated by the Databricks engineering team, it helped us become a Databricks Technology Partner.
Analytical Services
Deliver BI implementation, migration, and advanced analytics services that help move beyond static reporting toward self-service analytics and forecasting.
Migrates to Qlik without losing the logic behind your numbers. IBA Group moves reports, KPIs, and business rules from QlikView, Cognos, or other legacy BI into Qlik. While automated tools convert up to 80% of the technical assets but stop short of the logic, our team reconstructs the meaning behind each report.
Help organizations deliver analytics and reporting through BI consulting, implementation, custom development, migration, performance optimization, and managed support. We work with the leading platforms across the Gartner-recognized data analytics ecosystem, including Microsoft Power BI, IBM Cognos Analytics, Tableau, Qlik, and the open-source Apache Superset.
Help organizations move beyond traditional reporting and reveal hidden patterns for use cases such as sales forecasting, customer engagement, cohort behavioral analysis, event detection, including fraud, anomalies, operational disruptions, and security incidents.
AI Services
Move AI from experiments to production, deploy enterprise AI agents with secure orchestration, governed access, and integration into real business processes.
An enterprise AI agent platform for building, orchestrating, and governing AI agents with reusable components, centralized security and policy controls, and the freedom to use any leading LLM across cloud, on-premises, or hybrid environments.
AI Tech Consulting from IBA Group audits your GenAI stack, data pipelines, and RAG architecture. You get structured findings, a prioritized roadmap, and a working prototype – a clear path from pilot to production. Faster PoC scaling – guided by our advisory.
Empower machines with AI-driven vision to analyze visual data and make intelligent decisions. Automate workflows, enhance efficiency, and unlock deeper business insights.
Intelligent Document Processing Service
Automate document workflows with AI-powered tools. Extract, classify, and process structured or unstructured data with AI. Ensure accuracy, multilingual support, and seamless business integration.
AI-Powered Assistants
Deploy AI-powered assistants that deliver context-aware responses. IBA Group builds them on an enterprise RAG core that retrieves from your documents, databases, and web APIs – organized by domain, reaching up to 95% answer accuracy against domain-expert benchmarks even in complex, regulated fields across 80+ languages.
Data & AI Challenges We Solve
Fragmented Enterprise Data
Connect ERP, CRM, IoT, cloud, and legacy systems into scalable data integration solutions.
Poor Data Quality & Governance
Build trusted data with a robust data governance strategy, quality controls, lineage, and compliance.
Legacy BI & Data Platforms
Modernize legacy warehouses and BI with Microsoft Fabric, Databricks, Qlik. We also work with other flagship platforms across the Gartner-recognized data and analytics ecosystem.
AI Readiness
Prepare your organization, data, and architecture for secure enterprise AI adoption with comprehensive AI readiness assessments.
Slow Analytics or Dependence on Technical Teams
Accelerate decision-making with self-service BI, real-time dashboards, modern trusted dashboards and advanced analytics.
AI at Scale
Move from isolated pilots to production using AI readiness assessment, AI tech consulting expertise, AI orchestration, enterprise AI agents, and governed AI platforms.
Contact Us
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DATA AND AI SERVICES: FREQUENTLY ASKED QUESTIONS
Microsoft Fabric vs. Databricks: which platform should I choose?
Microsoft Fabric is ideal for organizations looking for an integrated Microsoft ecosystem that combines data engineering, business intelligence, analytics, and AI on a single platform. Databricks is better suited for large-scale data engineering, machine learning, and advanced AI workloads. IBA Group helps evaluate your requirements and select the platform or combination of platforms that best fits your business goals.
Can Microsoft Fabric and Databricks work together?
Yes. Microsoft Fabric and Databricks can complement each other within a modern data architecture. Azure Databricks is now a first-party Microsoft Azure service, and Microsoft Fabric can integrate with Databricks assets through OneLake shortcuts, including mirrored Azure Databricks Catalogs. IBA Group helps design integrated architectures that maximize the strengths of both platforms.
How to make data AI-ready?
AI readiness starts with trusted, well-governed data. IBA Group helps organizations achieve AI readiness through data profiling, duplicate and redundant data reduction, data standardization and normalization, data harmonization, and data cleansing and transformation. We also implement semantic layers, metadata analysis, modern data storage, adaptive data practices, and Data & AI orchestration to build a trusted foundation for AI.
What is AI Readiness Assessment by IBA Group?
IBA Group’s AI Readiness Assessment is a free-of-charge consulting service that evaluates whether your data, architecture, governance, and technology landscape are ready for AI. Through a technical assessment, our experts identify data quality and integration gaps, assess security, compliance, infrastructure, and business risks, and recommend the optimal target architecture. You receive a practical roadmap with prioritized recommendations for AI readiness, technology selection, architecture optimization, implementation scenarios, estimated costs, and opportunities to accelerate AI adoption.
Data Lake vs. Data Warehouse vs. Data Lakehouse: What’s the Difference?
A data warehouse is designed for structured, curated data and high-performance business reporting. A data lake stores structured, semi-structured, and unstructured data in its raw format, providing flexibility for large-scale data storage but requiring additional governance for analytics. A data lakehouse combines the strengths of both approaches by unifying the flexibility and scalability of a data lake with the performance, governance, and reliability of a data warehouse. This architecture enables organizations to support business intelligence, advanced analytics, machine learning, and AI from a single, governed data platform. Learn more in our article “Data Lakehouses vs. Warehouses and Lakes.”
What is master data management (MDM)?
Master Data Management (MDM) creates a single, trusted version of critical business data such as customers, suppliers, products, assets, and locations. IBA Group helps organizations standardize, cleanse, deduplicate, enrich, and govern master data to improve analytics, operational efficiency, and enterprise AI.
What are data governance services?
Data governance services help organizations establish policies, processes, and technologies that ensure data quality, consistency, security, compliance, and trust across the enterprise. IBA Group helps design and implement data governance strategy covering data quality, metadata management, data lineage, master data management, access control, regulatory compliance, and AI-ready data foundations.
What is AI orchestration?
AI orchestration is the coordination of AI agents, large language models, enterprise applications, business rules, and human workflows through a centralized governance and execution layer. It enables organizations to deploy AI securely, consistently, and at scale.