modules

Universal Reference System

Mention a part number, a dataset, a customer record — and MUKR instantly links it to the source system, shows a rich preview on hover, and keeps the connection alive as records change. No broken references, no stale data, no manual linking.

Mention a part number, a dataset, a customer record — and MUKR instantly links it to the source system, shows a rich preview on hover, and keeps the connection alive as records change. No broken references, no stale data, no manual linking.

every-system,-one-syntax

Every System, One Syntax Reference any entity from any connected system with a simple, consistent syntax. Part numbers, datasets, ML models, compute jobs, customer records — auto-complete suggests matches as you type, hover previews show full context, and deep links take you straight to the source.

data Viz

Section 1

col Title: Internal Platform

col Cont: Parts, BOMs, engineering changes, work orders, datasets, queries, dashboards, reports, ML models, training runs, compute jobs, pipelines, deployments, and ontology definitions — all referenceable with a single syntax.

Section 2

col Title: External Systems

col Cont: 90,000+ pre-built connectors to enterprise tools your teams already use: Salesforce, Jira, Confluence, Slack, GitHub, GitLab, ServiceNow, SAP, Oracle, and custom REST/GraphQL endpoints. Bidirectional sync keeps references current.

Reference System Capabilities

Resolution Speed
Under 100ms live, under 10ms cached
Auto-Complete
Type-ahead suggestions with fuzzy matching
Hover Preview
Rich cards with entity summary, metadata, and actions
Deep Linking
One click to the source system
Broken Link Detection
Real-time monitoring with automatic alerts
External Connectors
90,000+ enterprise systems supported
Internal Systems
All platform products linked natively

The Reach of Your References

subtitle: Every system your organization uses, connected through a single, intelligent reference layer

Platform-Wide

desc: Reference entities across all products in the ecosystem — ERP/PLM entities, datasets, ML models, compute jobs, and ontology classes. Each type renders its own specialized preview card.

Enterprise Systems

desc: 90,000+ connectors to Salesforce, Jira, Confluence, Slack, GitHub, ServiceNow, SAP, and Oracle. Bidirectional sync ensures references always reflect the latest data.

Knowledge References

desc: Reference knowledge records, notebook cells, verification paths, and hypotheses. Hover previews show confidence scores, evidence summaries, and audit trails.

Enterprise systems linked

value: 90K+

unit: connectors

Cached reference lookup

value: <10ms

unit: resolution

Natively connected products

value: 6

unit: platforms

content section

value: Your knowledge is scattered across dozens of systems — ERP, CRM, PLM, issue trackers, data warehouses, design tools. MUKR&#x27;s Universal Reference System turns every mention of an entity into a live, clickable link that resolves in real-time, previews on hover, and stays current as the source data changes.

features

autocomplete: true

deep linking: true

hover previews: true

polymax connectors: 90000

Section 1

@xrp

Section 2

@lugh-e

Section 3

@prometheus

Section 4

@haephestus

Section 5

@athena

Relationships

products

industries

capabilities

sub modules

use cases

  • PLM Integration
  • Universal Cross-Referencing

business sizes

  • Enterprise
  • Government
  • Mid-Market
  • SMB