AI Implementation & Automation
Production AI agents and workflow automation that execute real work: ticket triage, document processing, reporting automation. Built to run unattended.
AI and automation that actually ship — built on data you can trust.
Mehta Data helps growing businesses put AI to work: production-grade automation, clean and governed data, and reporting that drives decisions. Led by Neel Mehta — seven years of data engineering across fintech, retail, manufacturing, and healthcare.
Why AI projects fail
Most AI implementations don't fail because of the model. They fail because the data underneath is messy, inaccessible, or ungoverned. We fix the foundation first and build the automation on top — so it works in production, not just in the demo.
What we do
Data Foundation & Migration
ERP and NetSuite data migration, cleanup, and governance. Master data management, reconciliation, and pipelines that make your data accurate and accessible.
Analytics & Reporting
Dashboards and financial analytics leadership actually uses — from board reporting to capital-markets analytics. Tableau, Power BI, Looker.
NetSuite Services
Hands-on NetSuite work at the records-and-transactions layer — the part that determines whether your ERP tells the truth.
Item, Customer & Vendor Master Data
Cleanup, de-duplication, and governance of the records everything else depends on. Data standards, structured imports, and ongoing management so orders, purchasing, and financials stay trustworthy.
Manufacturing BOMs & Routings
Creation, restructuring, and audit of bills of materials and routings — work centers, operations, and costing that reflect how you actually build.
Process & Liquid Manufacturing
Formula and blend management for process manufacturers: formula BOMs, yield and loss tracking, lot traceability, and unit-of-measure conversions.
Saved Searches & Reporting
Saved-search libraries that run the business: operational alerts, exception reports, KPI views, and scheduled delivery to the people who need them.
NetSuite API & Data Pipelines
SuiteTalk/REST integrations from NetSuite to external databases and warehouses — for reporting, automation, and any system that needs NetSuite data without manual exports.
Selected work
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$228M
Led a $228M ERP data migration — 592 contracts and 609 customers across two operating units — reconciled to the penny, recovering $6M in orphaned billing.
Enterprise software
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100+ tickets
Built and deployed a production AI agent that resolves support tickets end-to-end — 100+ tickets handled without human touch.
Healthcare operations
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$25MM+
Built a fintech lender's first end-to-end reporting ecosystem, supporting $25MM+ in financing partnerships and automating ~40 hours/week of manual work.
Fintech lending
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9 NetSuite migrations
Unified financial and operational data across a ~$300M multi-entity portfolio through nine NetSuite ERP migrations.
Retail & manufacturing
About
Mehta Data LLC is the consulting practice of Neel Mehta — data engineer and analytics lead with production experience across fintech lending, multi-entity retail, and healthcare operations. Deep in SQL, Snowflake, NetSuite, Tableau, Power BI, and LLM-powered automation.