Maintenance system
P-2047 — Slry Pmp Cyclone Feed
DataVein
The Data Is There.
The Understanding Isn't.
Mining companies have asset data everywhere, but no trusted understanding across it. DataVein resolves equipment identity, meaning, and history across fragmented systems — creating a reliable foundation for maintenance, reliability, analytics, and AI.
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Early-stage product development and industry validation.
The equipment-identity problem
One Asset. Many Records. No Shared Understanding.
The same pump can look different in every system. DataVein identifies which records describe the same equipment, asks a person when the answer is uncertain, and preserves the evidence behind the result.
Illustrative equipment example
Inventory system
PUMP-CF-07
Condition monitoring
CFP_07
Site spreadsheet
Cyclone Feed Pump #2
OEM documentation
8/6F-AH — Serial SP-88341
DataVein resolves the identity
4 matched automatically
1 confirmed by a person
One trusted equipment record
Cyclone Feed Pump #2
- Type
- Slurry pump
- Primary ID
- P-2047
- Other IDs
- PUMP-CF-07 · CFP_07
- Serial
- SP-88341
- All known identifiers retained
- Source history preserved
- One unresolved conflict remains visible
Every answer can be traced back to its source. Uncertainty is shown, not hidden.
What DataVein does
From Fragmented Records to Trusted Asset Understanding
DataVein is a mining-specific asset-data intelligence layer that establishes trusted equipment identity, meaning, provenance, and context across fragmented enterprise and site systems.
Connect
Works with the systems, files, and local records mining companies already use.
Comprehend
Interprets mining terminology, identifiers, descriptions, and relationships using equipment, maintenance, and site context — not keyword matching alone.
Establish Trust
Preserves provenance, evidence, confidence, conflicts, and human review.
Create Context
Builds resolved equipment records that can connect parts, work history, and site learning.
Mining-specific by design
Built for Mining. Not Adapted for It.
Mining has its own equipment structures, OEM terminology, maintenance practices, and site-level language. DataVein is being built around that reality — spanning mobile fleets, fixed plant, asset hierarchies, maintenance records, OEM data, and acquisition-driven fragmentation.
DataVein orchestrates understanding first — and action second.
Vendor-neutral coexistence
Make Existing Systems Smarter
DataVein sits across heterogeneous environments, including SAP, Maximo, Oracle, fleet platforms, OEM information, spreadsheets, and local site systems. It does not require a mining company to select a new system of record before creating shared asset understanding.
Existing systems
EAM, ERP, fleet, OEM, files, and site tools
DataVein
Trusted identity, meaning, provenance, and context
Existing workflows
Maintenance, reliability, analytics, and AI
Trust is explicit
Provenance Built In
Every resolved identity, attribute, and relationship retains its source, evidence, and confidence. Conflicting information is made visible, and ambiguous conclusions are routed for human review rather than hidden behind an AI answer.
- Source and evidence retained
- Confidence made explicit
- Conflicts remain visible
- Ambiguity routed for human review
Get in Touch
Help Shape the Future of Mining Asset Intelligence
DataVein is engaging with mining operators, maintenance and reliability professionals, supply-chain leaders, and technology experts to validate the problem and shape the initial product. If fragmented asset data is limiting your organization — or you have perspective on the problem — we would value the conversation.
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