Solve Your Toughest Industrial Challenges

Senior leaders in Oil & Gas, Utilities, Mining, Chemicals, and Defense face high-stakes decisions under complexity, uncertainty, and operational risk. These challenges aren't solved with opinions or dashboards — they require formal modeling, probabilistic forecasting, and optimization of complex trade-offs.

Stop Unplanned Downtime Before It Costs Millions

Challenge:

"We lose millions when equipment fails unexpectedly."

Solution:

We don't just fix failures — we engineer systems where they cannot recur.

Optimize Maintenance Scheduling Under Real-World Constraints

Challenge:

"Our maintenance plans never survive contact with reality."

Solution:

We apply formal optimization to create schedules that are both optimal and executable.

Assure Lifecycle Investment Value from Design to Decommissioning

Challenge:

"We approved a project based on LCC — now it's failing to deliver."

Solution:

We align technical reality with financial promises through value-based contracting.

Unlock Hidden Business Value Trapped in Your Assets

Challenge:

"We know there's value trapped in our assets — but where?"

Solution:

We simulate thousands of scenarios to identify optimal configurations that maximize EBITDA.

Make Better Capital Decisions Under Deep Uncertainty

Challenge:

"Should we delay, upgrade, or replace? We don't know."

Solution:

We model multi-stage decisions over decades, accounting for evolving risks and learning.

Transition to Cleaner Energy Without Sacrificing Reliability

Challenge:

"We want to decarbonize — but not at the cost of reliability."

Solution:

We redesign energy matrices using physics-based models that balance emissions, cost, and resilience.

Why This Is Not Advisory — It's Architectural Engineering

These challenges require more than workshops or reports. They demand:

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Formal modeling of causal dependencies

PDEL® methodology

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Probabilistic forecasting under uncertainty

Fidelis RAM models

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Optimization of complex trade-offs

CPLEX, MIP, DP algorithms

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Institutionalization of knowledge

At Knar, we walk beside you — not above — to co-architect solutions where value is engineered, not guessed.