See What Your Systems Cannot.

Flux Foundry connects assets, engineering knowledge, maintenance history and operational workflows into a trusted operational reasoning layer.

Built by leaders in reliability, asset management, manufacturing and enterprise AI.

Systems of Record

Your data is not the problem. Your systems cannot reason across it.

ERP knows what was purchased. CMMS knows what was maintained. Documents know what was specified. Spreadsheets capture exceptions. Every system contains part of the truth, but none understand the relationships between them.

The issue is not a lack of information.

The issue is that information exists in different forms, at different levels of quality, across thousands or millions of records.

People have become the integration layer.

Fragmented records transformed by Flux Foundry into operational asset intelligence

Modern industrial organisations have accumulated decades of maintenance history, engineering decisions, asset records, operational events and lessons learned.

The challenge is no longer collecting data.

The challenge is reasoning across it consistently, at scale, and quickly enough to improve the next decision.

Records tell you what exists. Reasoning tells you what matters.

Records store
  • part numbers
  • work orders
  • manuals
  • asset hierarchies
Reasoning understands
  • equivalence
  • consequence
  • dependency
  • confidence
  • operational context
Operational intelligence enables
  • safer substitutions
  • better procurement decisions
  • reliability improvements
  • reusable engineering judgement
  • continuous learning from outcomes

A record can tell you that two sensors have different descriptions.

Reasoning can determine they are functionally equivalent, understand where they are used, identify operational risk, and recommend the best course of action.

That distinction is the foundation of Flux Foundry.

System of Reason

Reasoning At Industrial Scale.

Most industrial systems store information.

Flux Foundry understands the relationships between it.

Foundry reasons across maintenance history, engineering knowledge, inventory records, specifications, asset hierarchies and operational context to produce explainable recommendations at industrial scale.

Thousands of assets. Millions of records. Decades of accumulated experience. One reasoning layer.

Records tell you what happened.
Reasoning helps determine what to do next.

Reasoning loop showing reason, decide, act and outcome

REASON

Resolve entities, relationships and context.

DECIDE

Generate evidence-backed recommendations.

ACT

Support execution through people and systems.

LEARN

Capture outcomes and continuously improve future decisions.

What Reasoning Means In Practice

From search results to operational intelligence.

A system of record can tell you:

“This sensor exists in inventory.”

Before
RecordSensor record
DescriptionPart description
SupplierSupplier reference
StockStock quantity

A reasoning layer can tell you:

“This sensor appears under three descriptions, matches two equivalent parts, supports this asset family, has surplus stock at another site, and can be reviewed before a new purchase is made.”

After
Canonical itemSENSOR-001
Equivalent parts2 verified
Linked assets17 assets
Known substitutes3 options
Confidence score97.3%
Recommended actionReview before purchase

That is the difference between search and operational intelligence.

Flux Foundry

One Reasoning Layer. Multiple Operational Outcomes.

Flux Foundry flywheel

Flux Foundry connects fragmented operational records, engineering knowledge and asset intelligence into a shared operational reasoning layer.

Every application in the Flux Suite builds on this common foundation rather than recreating logic, context and relationships in separate silos.

Reasoning Starts With Relationships

Messy records hide real operational value.

Foundry resolves duplicate, incomplete and inconsistent records into operational objects that teams can trust.

Raw Industrial Data

  • Duplicates
  • Missing attributes
  • Inconsistent descriptions
  • Hidden equivalence

Foundry Enrichment

  • Canonical identities
  • Equivalent part resolution
  • Relationship mapping
  • Confidence and operational context
Raw Data
SENSOR-037E01593 Fork Micro Photo Sensor EE-SX870P
SENSOR-057G1A60A12AYSLY5L50 Giada Sensor al
SENSOR-002photo sensor pnp no m12 ?
Enriched Operational Record
IDSENSOR-001 (canonical)
TypePhotoelectric · PNP · M12 · 10-30V
Equivalent PartsXS IM18MA250 · 404296 · EE-SX870P
Relationship confidence: 97.3%

One sensor. Multiple descriptions. Multiple manufacturers. Multiple records. One physical part.

Humans often know these are the same thing. Systems usually do not. Foundry does.

Applications Powered by Flux Foundry

Applications are where reasoning gets to work.

Each Flux application uses the same Foundry intelligence layer instead of rebuilding logic in another silo.

Flux Reliability

Improve reliability decisions with structured asset intelligence.

Flux Operations

Turn frontline experience into reusable operational reasoning.

Flux Integrity

Prioritise integrity actions with consequence-aware recommendations.

Flux Initialise

Embed maintainability and reasoning into operational readiness.

Proof

When Operational Data Starts To Reason.

An anonymised industrial inventory assessment revealed that equivalent parts were being treated as different items across descriptions, manufacturers and part numbers.

Foundry connected the relationships that traditional systems could not see.

£0

less planned inventory spend required

Foundry identified existing equivalent inventory before a planned £4m purchasing programme was executed.

This allowed the planned spend to be reduced before purchase orders were raised.

1. Inventory estate analysed

17,101 records reviewed across a £6.5m inventory estate.

2. Hidden equivalence discovered

128 equivalent sensors identified across inconsistent descriptions, part numbers and manufacturers.

3. Spend decision improved

£1m less planned spend required from a £4m planned inventory purchase.

£0

additional optimisation opportunity identified

Further value was identified through duplicate holdings, equivalent parts and inventory rationalisation across the existing estate.

Analysis scope: 17,101 records analysed · 1,315 sensors reviewed · £6.5m inventory estate assessed · £4m planned purchase reviewed

Figures are based on anonymised industrial inventory analysis. Identified opportunities require engineering and operational validation before action.

Force Multiplier

One Team. One Hundred Teams.

Your most experienced engineers can only be in one place at a time.

Foundry captures operational reasoning, engineering judgement and decision logic so that expertise becomes available across every site, asset and project.

Not as a document.
Not as a report.
As operational intelligence that can be reused consistently at scale.

Force multiplier concept showing team amplification through Foundry

Current Team + Foundry = Shared Operational Intelligence

One reliability engineer should not have to solve the same problem fifty times.

Foundry turns expertise into a reusable organisational asset that improves every future decision.

Credibility

Built by leaders in reliability, asset management, manufacturing and enterprise AI.

Operational credibility is at the core of Flux Foundry.

Asset Management

Deep experience in ISO55001, lifecycle value and criticality-led decisions.

Reliability Engineering

Practical expertise in maintenance strategy, failure modes and spare-parts optimisation.

Manufacturing Operations

Hands-on operational leadership across complex industrial environments.

Enterprise Delivery

Proven execution of large-scale technology programmes in operational settings.

AI In Production

Applied AI delivery focused on governance, explainability and real operational outcomes.

Next Step

Find The Truth In Your Operational Data.

See how Flux Foundry transforms fragmented industrial records into operational intelligence.

Book a Demo