
Lessons from Building Enterprise AI at Scale in 2025
At the beginning of 2025, almost every AI conversation sounded the same. How fast can we deploy AI?How quickly can we show ROI?What’s the shortest
Home » DI Labs By DatAInfa
The enterprise innovation hub where AI meets data management. We build intelligent accelerators and custom AI agents that turn your data chaos into competitive advantage.
DI Labs is not just another data solutions provider. We’re an innovation hub that engineers the missing link between complex enterprise data and simple, actionable business outcomes. We’ve cracked the pattern: every industry struggles with the same challenge—connecting sophisticated data ecosystems to straightforward actions that drive results. Our response? A portfolio of battle-tested accelerators and custom AI agents specifically engineered for enterprise data management use cases.
Manual reporting, regulatory fire drills, and blind spots
Our Impact: 50% reduction in audit preparation time
Errors discovered too late and slow rule creation
Our Impact: 95% error detection before impact
Slow onboarding, complex ETL, heavy testing
Our Impact: 50% faster integration deployment
Stalled migrations and fragmented 360 views
Our Impact: 95% error detection before impact
Manual work, license wastage, budget overruns
20-40% cost reduction through automation
Driving Smarter, Reliable Outcomes through Automated Data Quality and Process Simplification.
IPU Consumption Dashboard
An IPU monitoring and alerting solution that tracks usage trends, provides customizable alerts, and identifies high-consumption assets for optimized resource planning
Data Certification Progress Check
Checklist and dashboards for src and target data certification progress.
Data Quality automatic execution flow
Automated orchestration of DQ rules and pipelines.
AI-Generated DQ Rules
Generates industry-specific DQ rules using AI.
DQ Executive Dashboard
Executive dashboard for DQ KPIs and trends including exceptions.
Compliance Assessment Tool
An enterprise-grade platform for multi-regulation data protection compliance reporting.
AI Data Steward
AI-powered data stewardship accelerator (Built for one of the biggest Phrama Companies in the US)
Post-Profiling Analysis
Post-Profiling Analysis in Data Quality turns raw profiling data into actionable business insights.
Automated Schema Matching (MDM)
Suggests matches between Business schema and MDM Schema to speed up modeling.
MDM AI Data Insights for 360 solutions
MDM Data Insights & Customer 360 is a solution for gaining insights over the customer data.
AI Match analyser
AI-driven analysis of MDM match rules and performance.
Consent Managemnet Platform
Centralized consent management platform on Informatica MDM to manage, enforce, and audit customer consent across systems, aligned with DPDP and global privacy regulations.
Smart MDM Implementation/Modernization
Smart MDM Implementation & Modernization helps organizations migrate from legacy MDM systems to a cloud-native solution.
MDM Integration with Agentforce (Salesforce)
AI-powered integration between Informatica IDMC MDM and Salesforce Agentforce, delivering governed, real-time golden records directly to AI agents and CRM workflows.
Automated AI Matching (MDM)
Automated AI Matching in MDM is a solution that uses AI to streamline entity resolution and deduplication in Master Data Management.
Business Entity Creator/Enricher
The Business Entity Creator is a tool for intelligent business entity creation powered by Informatica MDM and Best Practices Document.
On Prem - SaaS Across DQ,MDM and Goverance
Assists migration from on-prem MDM to MDM SaaS.
Synthetic Test Data Generator
The Synthetic Test Data Generator creates realistic test data for Data Quality mappings and rules.
Trusted by global clients from 10+ Industries
Trusted by global clients from 10+ Industries
Trusted by global clients from 10+ Industries
Trusted by global clients from 10+ Industries

At the beginning of 2025, almost every AI conversation sounded the same. How fast can we deploy AI?How quickly can we show ROI?What’s the shortest

The future of business is digital, driven by the rapid adoption of cloud, advanced analytics, and powerful AI. But for every leap in innovation, there
DataINFA is a digital transformation partner that provides services, solutions, and product offerings that are structured to deliver growth and innovation. We provide a wide portfolio of consulting, resource outsourcing, and next-gen IT services that can enable our clients to attain their business goals.

