Enterprise Data Refinery Platform

The enterprise data refinery platform.

MyWaypoint turns messy internal documents, public sources, APIs, and enterprise data into governed, searchable, API-ready, and AI-ready data products — at any scale.

Platform-led managed service: the refinery provides the repeatable pipeline — deployments are configured around your sources, governance requirements, and desired outputs.

Structured & unstructured

Any data type, any format

Public & private sources

Internal, external, and custom

Search, API & AI-ready outputs

Every format your team needs

What we deliver

Built for organizations that need accuracy, consistency, and operational clarity from their data.

Ingestion & Isolation

Secure intake pipelines that quarantine and scan all incoming data before processing.

Normalization & Structuring

Automated transformation of messy, inconsistent information into clean, predictable datasets.

Governed Data Products

Unified outputs with lineage, attribution, and access controls ready for analytics and integration.

API & AI-Ready Delivery

Programmatic access, semantic search, and RAG-ready outputs for modern data-driven applications.

The Refinery Process

How the data refinery works

Every source flows through the same governed pipeline. Raw and messy in. Structured, searchable, and AI-ready out.

01

Acquire

Ingest from documents, APIs, databases, websites, and files.

02

Validate

Quarantine, scan, and verify all inputs before processing.

03

Normalize

Transform inconsistent formats into clean, predictable records.

04

Enrich

Add metadata, extract entities, and build semantic context.

05

Govern

Apply lineage tracking, access controls, and quality rules.

06

Search

Index for semantic search, vector retrieval, and RAG-ready access.

07

Serve

Deliver via API, download, dashboard, or integrated AI system.

Supports PDFs, Word documents, CSVs, JSON, XML, databases, APIs, websites, SharePoint, and more.

Proof of the refinery

MyCleanData is what the refinery produces.

MyCleanData is the public data marketplace and API product built and powered by the MyWaypoint refinery. It demonstrates what the platform produces at scale — governed, searchable, and API-accessible data products publicly available at mycleandata.ca.

MyWaypoint applies the same refinery model to private, enterprise, and custom data environments — turning your internal documents, proprietary sources, and operational data into the same class of governed, AI-ready data products.

MyCleanData at a glance

  • Governed, searchable public datasets
  • API-accessible and download-ready
  • Built and maintained by the MyWaypoint refinery
  • Live proof of the refinery output model at scale

Ready to refine your data?

Whether you're building an internal knowledge base, an AI grounding layer, or a governed data pipeline — MyWaypoint brings the refinery to your data environment.