Data Foundation for AI
A data foundation for AI is the layer of mastered, governed, real-time data that AI agents and copilots depend on to act accurately. LumenData builds it on Informatica and Salesforce Data 360—so your Agentforce, AI, and analytics run on trusted records instead of guesses.
- Platinum Enterprise Informatica Partner
- 350+ Certifications
- SOC 2 Type II
What is a Data Foundation for AI?
A data foundation for AI is the combination of master data management, data quality, governance, and real-time integration that turns fragmented enterprise data into a single trusted source AI can reason on.
Without it, AI agents inherit duplicate, stale, and ungoverned records—and produce hallucinations, wrong actions, and compliance risk. LumenData delivers this foundation as a scoped engagement: we master your data in Informatica IDMC, govern it end to end, and activate it in Salesforce Data 360 and Agentforce through MuleSoft.
Why AI Programs Fail Without a Data Foundation
Enterprise AI rarely fails on the model. It fails on the data.
Ungoverned Inputs
Lead to hallucinations and wrong agent actions.
Duplicate Records
Lead to conflicting answers across systems
No Lineage
Lead to decisions you can't audit or defend to regulators
Data Stuck in Warehouses
Lead to trusted records never reaching the agent at the moment of action
The Fix: Trusted, governed data delivered in real time to the point of execution
The Data-to-Agent Reference Architecture
Systems of Record
SOURCES
ERP · Legacy DBs · Warehouse & SaaS
The Foundation
INFORMATICA
MDM · Data Quality · Governance
Connective Tissue
MULESOFT
API-led orchestration · Events
Intelligent Surface
SALESFORCE
Data 360 · Agentforce · Tableau
Analytics & ML Extension
SNOWFLAKE
DATABRICKS
What LumenData Delivers
Trusted Data Your Business Can Act On
Informatica-Led: MDM, data quality & governance
- One trusted view of every customer, product, and supplier. No more teams and AI agents working from five conflicting versions of the same record
- Clean data, automatically. Catch duplicates and errors before they reach a report, a campaign, or an AI decision, so you stop paying for bad data downstream
- Prove where every number comes from. End-to-end lineage and audit trails make AI decisions explainable and audits fast to answer
- Protect sensitive data before it becomes a liability. Automatically find and safeguard PII, PHI, and payment data to cut the risk of a costly HIPAA, GDPR, or CCPA violation
- Ready in weeks, not months. AI-assisted discovery maps and documents your data estate for you, so you reach trusted data faster.
AI & Experiences That Act on It
Salesforce-Led: Data 360, Agentforce & MuleSoft
- A single, real-time customer view across Salesforce. Data 360 unifies your data without copying it, so sales, service, & marketing act on the freshest information.
- AI agents you can trust in production. Grounded in verified data, Agentforce acts correctly, so you can automate customer interactions without hallucinations.
- Decisions that trigger action across the business instantly. MuleSoft connects Salesforce to your ERP and core systems in real time.
- Recognize every customer as one person, everywhere. Customer 360 powers the personalized, consistent experiences that grow revenue and reduce churn.
- One trusted dataset for analytics and AI/ML. The same governed data feeds Snowflake and Databricks, so analysts & data scientists build on numbers they can trust.
Who It's For
Trusted Data behind Data 360, MuleSoft, and Agentforce to stop AI hallucinations
Beyond integration. Clean data drives great CRM outcomes.
Extend MDM, DQ, and Governance into Salesforce Data 360 and Agentforce
Don’t just maintain your Informatica footprint—leverage it
The LumenData Advantage
350+
Informatica Certifications
The depth to stand up MDM, Data Quality, & Governance the right way, the first time
180M+
Records Mastered
Platinum Enterprise Informatica Partner, currently leading the largest Informatica MDM SaaS migration in the ecosystem.
6-12 Weeks
QuickStart Program
AI-ready data foundations deployed in weeks, with rapid deployment and zero downtime
SOC 2 Type II
Compliant
Security, governance, and audit readiness built into every engagement.
Your Full Data + AI Stack
Built for the New Era
Architecture-led execution across Salesforce (Data 360, Agentforce, MuleSoft), Informatica, Snowflake, and Databricks, unified into one trusted data foundation for AI.
Make your Data Ready for AI in Weeks
Save time on modernization & implementation with LumenData’s ready-to-use automation frameworks
Experts with 350+ certifications from Salesforce, Informatica, Reltio, Snowflake, Databricks, dbt, etc.
As per LumenData’s Privacy Policy, we’re committed to using your information responsibly. We protect it from unauthorized access, disclosure, or misuse.
