Turning dormant data into trusted knowledge.
The industrial pipeline for transforming legacy information into canonical knowledge, identified lineage, and trusted FPA molecules — at enterprise scale.
The Problem
Your organisation has 30 years of data.
10M+
Files in legacy systems
4M
Duplicates — undetected
∞
Versions of the same document
?
Unknown ownership
None
Verified provenance
0%
Usable by AI systems
A data lake is a reservoir of raw, unmanaged information. Hydration brings dormant information back into a usable state. The factory implies repeatable industrial processing at enterprise scale.
Two Entry Paths
Individual or enterprise.
AuthOrigin supports two complementary ways to create trusted knowledge.
Single document → trusted molecule
A user uploads one document. The system canonicalises the content, creates a Knowledge Core, and secures it inside an FPA Molecule. Instant.
Try itMany documents → trusted knowledge infrastructure
Enterprise users with decades of unmanaged information across file systems, data lakes, SharePoint, ECM platforms, databases, and email archives.
ExploreThe Factory Pipeline
Seven-stage hydration process.
INGEST
HYDRATE
REFINE
CANONICALISE
IDENTIFY
MOLECULISE
REGISTER
Core Engines
Three engines. One pipeline.
MetaDerma Discovery Layer
Machine-readable discovery. Not trust claims.
MetaDerma provides references and discovery — it allows humans and machines to instantly locate and understand a molecule. It must not contain trust claims. Trust is the domain of the FPA trust layers and kti.flow infrastructure.
discovery only · no trust claims
Alias Resolution
Many filenames. One Knowledge Lineage.
Multiple historic filenames — across versions, signings, and renames — resolve to a single canonical Knowledge Lineage. Duplication is eliminated at the identity level.
resolves to
KL-2026-00382
One canonical object. Verified identity. kti.flow registered.
FPA Filename Convention
Human names for usability. Cryptographic IDs for identity.
Quarterly-Office-Market-Report-2026.fpa
Human-friendly. Findable. Meaningful.
AO-FPA-507772.fpa
Molecule ID belongs inside the package, not the filename.
Transformation
What goes in. What comes out.
Enterprise Output
Hydration Report.
Every factory run produces a Hydration Report — the auditable record linking input volumes to trusted outputs.
HYD-2026-00001
Platform Tools
The right tool for each scale.
Express Molecule Studio
Single document → trusted molecule
Individual users, creators, analysts
Knowledge Transformation Studio
Many documents → trusted knowledge infrastructure
Enterprise, governments, institutions
Data Hydration Factory
Legacy data lakes → canonical knowledge at scale
Enterprise data teams
Express Molecule Studio
Drop a single document. See the hydration pipeline in action immediately.
Knowledge Transformation Studio
See the full enterprise pipeline — many documents to trusted knowledge infrastructure.
Questions about the Data Hydration Factory?
Read the FAQ