Data environments today are fragmented and fragile—spanning legacy ETL, disparate databases and files, with metadata drift, poor data quality and heavy SME dependence that slow development, migrations and analytics. These gaps increase operational costs, lengthen time‑to‑insight, raise compliance and cutover risks, and make it hard to scale repeatable pipelines or stabilize production operations. Organizations therefore need automated, metadata‑driven capabilities—integrated with their data platform—to enforce governance, accelerate migration and modeling.
Hexaware's AI Agents are a suite of AI‑enabled assistants built for Microsoft Fabric to accelerate data modernization, reduce SME dependency, and operationalize trusted insights. Each agent targets a critical data capability so teams—from business users to engineers—can move faster from discovery to production with low maintenance and strong governance.
Hexaware’s AI Agents Accelerating Data & AI Lifecycles
- Data Ingestion & Data Transformation Agent - Code generation/comprehension/framework integration based on NLP inputs ensures efficient, error-free and fast development processes.
- Data Modeling Agent- Generates base dimensional/3NF and entity models from transactional sources with referential integrity.
- Data Quality Agent - Flags the data quality outliers like formats, nulls, and duplication checks to improve trust in downstream analytics.
- Data Cataloging Agent - Auto-creates business glossaries to boost searchability and understanding.
- Data Profiling Agent – Auto-generates standardized data dictionaries for source files and database tables.
- Data Validation Agent – Automates test script creation and execution, compiles validation reports, alerts stakeholders, and performs self-healing fixes.
- STTM Agent – Produces STTM (source-to-target mapping) rules sheet with suggested from ETL codes with business logic to ensure accurate data transformations.
Customer‑aligned Benefits:
- Faster time‑to‑insight and up to 70% productivity gains across value chain (via automation and metadata reuse).
- Framework-based design minimizes new development efforts, reducing overall costs.
- Seamless multi‑source support and Fabric compatibility for easier integration and governance.
- Ensures uniform data structures, improving governance and compliance.
- Maintains high data integrity through automated checks for data formats, null values, and duplicates.
Our ready-to-deploy agents cover the full data lifecycle—data modeling, catalog, profiling, quality, and more—so you can move faster with confidence. Hexaware’s Fabric-native approach adds AI capability and measurable business outcomes. Request a demo to find the agents that fit your priorities and receive a roadmap from pilot to production. Contact us at microsoftsales@hexaware.com.
* Pricing depends on the scope and objective