AI Aligned helps mid-size manufacturers turn messy master data into a foundation that's actually ready for analytics, automation, and AI starting with a clear picture of where you stand today
Who We Are
AI Aligned Inc. helps mid-size manufacturers get their data ready for the future.
Most manufacturers know their master data is messy. What they don't have is a clear, honest picture of how messy, what it's costing them, and what to fix first. That's the gap we close.
We came up through manufacturing operations, where we saw the same pattern everywhere: companies investing in analytics, automation, and AI on top of a data foundation that couldn't support it. The technology gets the attention; the data underneath gets ignored — until it breaks something.
Our approach is simple. Start with a clear assessment. Fix what matters most. Put governance in place so it lasts. And keep your data inside your own environment the entire time. No bloated engagements, no jargon, no black boxes — just the unglamorous, high-leverage work of getting your data right.
If you're a manufacturer who's been burned by a stalled data project — or you're about to start one and want to do it right — let's talk.
What we offer to you
Data Readiness Assessment
A clear, scored evaluation of your master data — completeness, duplicates, consistency, manufacturing-specific validations (BOM integrity, supplier completeness, unique IDs), and an overall AI-readiness score with a prioritized action list. The fastest way to know where you actually stan
Master Data Cleanup & Modernization
Hands-on remediation: deduplication, completeness backfill, standardization of materials, suppliers, products, and BOMs. We turn "mostly clean" into "AI-grade."
Data Governance Setup
Ownership, standards, and rules at the point of data entry — so your data stays clean after we're done instead of drifting back into chaos.
AI & Automation Readiness Advisory
Once the foundation is solid, we help you identify and scope the analytics, automation, and AI use cases most likely to pay off — and avoid the ones that won't.