Examples of how organizations use the MyWaypoint data refinery to transform fragmented information into governed, searchable, and AI-ready data products.
Use Case 01
The problem
Organizations accumulate information across shared drives, SharePoint sites, document repositories, PDFs, and internal portals. The information exists — but finding it is slow, unreliable, and often results in duplicated work or outdated records being used.
What you get
Use Case 02
The problem
AI systems operating on raw, unvalidated data produce responses that are difficult to verify and prone to hallucination. Enterprise AI deployments require outputs that can be traced to specific sources — not plausible-sounding summaries with no ground truth.
What you get
Use Case 03
The problem
Public information — open registries, directories, research datasets, and publicly available resources — exists across many sources in different formats. Aggregating it requires significant ongoing effort, and keeping it current is harder still.
What you get
Deployed example
MyCleanData demonstrates this model applied at scale — acquired, refined, governed, and delivered through searchable catalogs and APIs.
Use Case 04
The problem
Significant business intelligence lives in HTML — business directories, public notices, organizational websites, regulatory portals, product pages. This information is not machine-readable as published and requires extraction before it can be used systematically.
Source examples
What you get
Use Case 05
The problem
Important updates — regulations, public notices, policy changes, compliance requirements — appear across government portals, regulatory bodies, and legal databases without a single unified source. Missing a relevant change has consequences.
What you get
Use Case 06
The problem
Organizations manage data from multiple systems — CRM exports, spreadsheets, database snapshots, API responses, partner feeds. Each uses different field names, formats, and conventions. Consolidation requires custom integration work that breaks when anything changes.
Accepted formats
What you get
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