// konnect-core v3.0
Beneath Every App Is Konnect Core
The data pipeline, knowledge graph, and AI layer that power 52+ apps across the entire asset lifecycle. Not just storage — computable reality.
Explore the Architecture ↓// architecture.pillars
The 9 Strategic Pillars
Three layers. Nine capabilities. One unified system.
Lifecycle OS
Environment-agnostic. FEED → EPC → Operations. The Digital Thread never breaks.
Core Data Fusion
Ingest 1D docs, 2D drawings, 3D models into a unified computable environment.
Project Genome
Clone success. Corporate DNA, class libraries, tagging hierarchies. 80% complete from day one.
Knowledge Graph
Subject → Predicate → Object. Context and topology, not rows and columns.
Computable MOC
Git-like version control for physical engineering. Baseline. Branch. Merge.
AI Embedding
Vector embeddings for every node. Predictive scoring, not static reporting.
Value Chain Apps
52+ native apps for every lifecycle phase. Modular. Standalone or connected.
App Factory
No-code workbench. Drag graph nodes, compose dashboards, deploy instantly.
Agent Builder
Deploy Digital Workers with simple trigger logic. IF condition THEN action.
// pillar.02 — core-data-fusion
The Medallion Architecture
From chaos to graph. From graph to insight. Raw data flows through Bronze → Silver → Gold tiers into curated, query-optimized intelligence.
Bronze — IngestionETL / ELTRaw data capture from CAD, BIM, PIMS, IoT, and manual input. Schema-on-read. No assumptions — just ingest everything.
Silver — TransformationDATA LAKEGraph of relationships: Tags ↔ Systems ↔ Documents. Equipment hierarchies, functional topology, quality validation.
Gold — Curated IntelligenceWAREHOUSECurated, trusted, query-optimized. Powers ML Feature Store, analytics, reporting, and all downstream apps.
// example: P&ID pipeline
Bronze
DWG / DEXPI file ingested
→ Raw P&ID capture, schema-on-read
Silver
Tags ↔ Systems ↔ Documents
→ Equipment hierarchies, topology
Gold
Interactive SVG Viewer
→ Tag Browser, System Navigator
→ Testpack Builder, Punch List
// pillar.04 — knowledge-graph
Beyond SQL. Context and Topology.
Data lives as triplets: Subject → Predicate → Object. Not rows — relationships the system understands natively.
"Pump-101 feeds Tank-B through Line Number 101-LPG-0079" — not a row, it's a relationship.
// pillar.05 — computable-moc
The First Truly Computable Project Execution System
Software engineering principles applied to physical engineering. Baseline. Branch. Merge. Every change tracked, auditable, reversible.
Baseline
The immutable "Master Branch" — Contractual Truth. The single source of approved reality.
Branch
Teams work in isolated sandboxes. Test changes without risk. Multiple branches can run in parallel.
Merge Request
Formal validation before committing to baseline. Reviews, approvals, audit trail — just like a PR.
// pillar.06 — ai-embedding
Predictive, Not Reactive
Vector embeddings for every node in the graph. Continuous AI scoring powers proactive decisions — not retrospective reports.
Ingest
Documents, models, sensor data
→Graph
Knowledge Graph triplets
→Machine Learn
Vector embeddings per node
→
Calculate
Predictive scoring output
Risk Index
Proactive hazard detection. Identify high-risk tags, systems, and work packages before they escalate.
Cost Forecast
Budget variance predictions based on historical patterns and current progress trajectories.
Schedule Health
Delay probability scoring. Predict which activities will slip before the critical path is affected.
// pillar.03 — project-genome
Clone Success. 80% Complete from Day One.
ROADMAPCapture your Corporate DNA — Class Libraries, Tagging Hierarchies, Standards. New assets inherit the genome of past successes.
Clone Successful Projects
80% completion from day one. Start with proven structures, not blank sheets.
Corporate DNA
Standards, Class Libraries, Tagging Hierarchies. Encoded as reusable templates.
Portfolio Standardization
100% compliance across assets. Consistent data models, naming conventions, procedures.
// powered-by-core
Every App. One Foundation.
52+ apps built on Konnect Core. Pick one or use the full suite. Modular by design. Standalone or connected.
CoreThe digital backbone and data engine
3D ViewerUniversal 3D viewer linked to all project dataData ExplorationExplore all project data from multiple lensesKnowledge Graph StudioRAG-native knowledge graphs with entity resolutionGit for EPC DataVersion control for engineering project dataVibe PlanningAI acts as certified EPC planner
Control TowerAI-powered project control intelligence
Workfront PulseReal-time workfront progress tracking