Knar Global LLC - Knowledge and Integration Architects
The Business ValueWe Deliver!
Home
About
Our PhilosophyJorge Granada, Founder
Architect Systems
Engineering Design & Concept OptimizationModel-Based Systems Engineering (MBSE)KIAME Framework
Optimization
Challenges
Digital Asset Value RealizationStop Unplanned DowntimeOptimize Maintenance SchedulingAssure Lifecycle Investment ValueUnlock Hidden Business ValueMake Better Capital DecisionsTransition to Cleaner Energy
Methods
Integrated Decision Support Systems (iDSS)Industrial Digital AssetsCausal Analysis & Non-RecurrenceOrganizational Competence BuildingPrysma CAUSALITYProbabilistic MethodsLife Cycle Cost OptimizationReliability-Profile Sparing
Services
Packetized Management CortexIndustrial Digital AssetsIntegrated Decision Support SystemsLife Cycle Value AssuranceCausal Analysis & Non-RecurrenceStrategic Energy Transition
Case Studies
KnarLAB
Blog
Contact
HomeArchitect Optimal SystemsModel-Based Systems Engineering
MBSE Services

One Connected Model.
Every Process Specified,
Simulated, and Enforced.

Most organizations document their processes. Few can say with confidence that what is documented is what is actually being done — or that the people doing the work have access to the current version of it.

Knar delivers Model-Based Systems Engineering as a management consulting and implementation service: we build a single, connected, executable representation of your business processes, simulate it to expose hidden risks before deployment, and put it in the hands of every person who executes it — with their feedback wired back into the model.

Conventional process documentationStatic diagrams in isolated files
What MBSE producesA single connected executable model
Conventional deploymentPeriodic PDF distribution
MBSE deploymentLive browser access + bidirectional feedback
Change impact visibilityNone — drift is silent
MBSE change controlEvery element explicitly linked
Core Model Structure
MBSE entity-relationship diagram showing the seven core model elements — Component, State, Transition, Mode, Function, Item, Concern, and Requirement — and the labeled bidirectional relationships between them.

Behaviour decomposition. Credit: Vitech, A Zuken Company

Domain Coverage

MBSE is not an asset management tool. It applies equally to any process your organization depends on.

Asset Management (RAM, RBI, Maintenance)Procurement & Supply ChainQuality Management SystemsEngineering Change ControlCustomer Service OperationsHealth, Safety & EnvironmentCapital Project ExecutionTurnaround & Shutdown Planning
Six Capabilities

What We Deliver — and Why It Changes How Your Organization Operates

Each capability below represents a specific, concrete service Knar provides. Together they form a complete system — from modeling your processes to simulating them, tracking every decision, managing change, and deploying the result organization-wide.

C1
Functional Modeling

Complete Organizational Representation with IDEF0

We map your organization the way it actually works — not the way the org chart suggests.

Using IDEF0 and its associated diagram family, we build a layered, cross-referenced model that captures every function, every information flow, every constraint, and every responsible role. Unlike conventional flowcharts, each function carries four explicit interfaces — what enters it, what governs it, what it produces, and who or what executes it — so nothing is assumed and nothing is ambiguous.

Client Value

Your leadership sees a complete, auditable picture of how work moves through the organization. Gaps, overlaps, and undefined responsibilities become visible before they become operational failures.

IDEF Diagram Family
IDEF0
Functions & Activities
What the organization does and how
IDEF1X
Information Structures
Data dependencies, independent of storage
IDEF2
Simulation Design
Time-varying resource behavior
IDEF3
Process Description
Sequence logic and decision flow
IDEF4/5
Object & Ontology
Conceptual structure underlying the model
C2
Process Simulation

Simulation Before Deployment — Not After Failure

A process that looks correct on paper can silently assume staffing levels no real team can sustain.

We attach timing and resource data to the functional model and run discrete-event simulation to show how the process performs under realistic operating conditions — before a single person is asked to follow it. The simulation surfaces which roles are over-tasked, where queues and bottlenecks form, and what the process actually requires in terms of headcount and skills.

Client Value

Manning levels and role definitions are corrected at design time, not as an emergency response to a process that is already failing in the field.

Simulation Reveals
Over-tasked roles
Queue & bottleneck locations
Cycle time under load
Real staffing requirements
Findings surface at design time — before the process reaches the people expected to follow it.
C3
Lifecycle Traceability

Every Request and Concern Tracked Across Its Full Lifecycle

Most organizations lose the thread between a field question and the decision it eventually produces.

In our MBSE engagements, every concern, request, and risk is a formally structured object — not a row in a spreadsheet. It carries its originator, date, importance rating, responsible party, and current status, and it is explicitly linked both to the model element that generated it and to the requirement or decision that resolves it. A concern raised in the field creates a permanent, auditable chain to its final disposition.

Client Value

Your organization's official definition of how work should be done is never allowed to drift away from the open issues still being resolved against it.

Traceability Chain
01
Concern raised
Originator, date, importance, owner
02
Linked to model element
Function, requirement, or component
03
Resolution tracked
Responsible party and due date
04
Disposition recorded
New requirement linked back to concern
C4
Change Control

Structured Change Management That Keeps the Model Trustworthy

A model that cannot absorb change in a controlled way quickly becomes a historical record.

When a risk, a concern, or new organizational information requires changes to requirements, functional architecture, physical architecture, or verification, we capture those changes as formal packages explicitly linked to every model element they affect — whether that is a component, a function, a requirement, or a verification activity. Every change is tied back to a documented reason and forward to every element it touches.

Client Value

Your organization can evolve with confidence, knowing that what is defined in the model and what is actually being done remain the same thing.

Change Packages Cover
Requirements
Functional Architecture
Physical Architecture
Organizational Structure
Verification Activities
Risk Register

Every change links back to its documented reason and forward to every element it touches — no undocumented drift.

C5
Repository Management

Procedures, Forms, and Documents Inside the Model — Not Beside It

The most common documentation failure is not a missing document — it is an updated process diagram whose associated procedure was never changed.

We capture procedures, forms, and supporting reference materials as structured entities inside the same repository that defines the functions and architecture they support, each explicitly linked to the specific element it governs. When a function changes, the procedure and form connected to it are immediately and visibly affected inside the same environment — not left to drift in a separate document system.

Client Value

One version of the truth, always. The process diagram and the procedure that executes it are the same connected object.

Conventional Approach
Diagrams reference external procedure files
Forms maintained in separate document systems
Updates to one do not propagate to the other
Version drift is detected only after operational failure
MBSE Repository Approach
Procedures held as model objects, linked to functions
Forms directly connected to the activities they record
Change to a function immediately surfaces connected documents
No external files vulnerable to drift
C6
Organizational Deployment

The Model Delivered to Every User — and Their Feedback Returned to It

A model that no one outside the engineering team can access does not change how the organization behaves.

We deploy the current process definition through a browser-based interface requiring no special installation, making procedures and forms accessible to any authorized user on any standard device. But the genuinely transformative element is that the interface is bidirectional: field issues, review comments, and formal approvals captured through the same channel are automatically linked back into the model as traceable, timestamped objects — not filed in a separate informal system.

Client Value

The model defines the process, the browser delivers it to every user, and every issue captured through that channel feeds directly back into the continuous improvement pipeline.

The Bidirectional Loop
Model defines process
Current version, always live
Browser delivers to users
No installation, any device
Users raise field issues
Linked to specific function or procedure
Approvals & decisions captured
Timestamped, auditable, traceable
Framework Connection

MBSE is the Modeling Engine Behind the KIAME Enforcement Framework

Knar's KIAME framework applies MBSE specifically to asset management systems, converting ISO 55000 intent into operational structures that can be simulated, enforced, and improved. Pillar 1 of KIAME — Business Process Architecture — is delivered entirely through the MBSE methodology described on this page.

See KIAME Pillar 1 — Business Process Architecture
MBSE Delivers Across KIAME
P1Business Process Architecture
Primary
P2Value & Decision-Support Architecture
P3Information Architecture
P4FRACAS Integration
P5Competence Development
P6Governance Alignment
Case Study

Renewable Fuels Production Facility — MBSE Implementation

Knar developed an MBSE framework linking process design, reliability targets, and economic forecasting for a green fuels plant. The model became the single authoritative reference across engineering, procurement, and operations — eliminating the version conflicts that had previously caused costly rework.

Request full case study
Key Outcome
40%
reduction in engineering rework
Methods Applied
IDEF0 functional decomposition, discrete-event simulation, FRACAS integration, bidirectional browser deployment
Tools
Fidelis, DECA, MBSE modeling environment
Start a Conversation

Ready to make your business processes visible, simulated, and enforced?

Tell us which process or organizational domain is creating the most ambiguity or rework. We will explain how an MBSE engagement would address it and what a first engagement would look like.

Start an MBSE EngagementExplore the KIAME FrameworkDigital Asset Value Realization
Knar Global LLC - Knowledge and Integration Architects

Knowledge and Integration Architects for Mission-Critical Industrial Systems

Houston, TX

info@knarglobal.com
+1 (469) 473-1708

About

  • Our Philosophy
  • KIAME Framework
  • Jorge Granada, Founder

What We Do

  • Architect Optimal Systems
  • Solve Your Challenges
  • How We Work
  • Business Value We Deliver

Solutions

  • Stop Unplanned Downtime
  • Optimize Maintenance
  • Capital Decisions
  • Energy Transition

Resources

  • Case Studies
  • Blog
  • KnarLAB
  • Contact Us

Newsletter

Subscribe to receive insights on industrial optimization, reliability engineering, and decision support systems.

We respect your privacy. Unsubscribe at any time. No spam, only valuable insights.

© 2026 Knar Global LLC. All rights reserved.

Installing cognitive infrastructure, not delivering reports.

Contact Us