TurnaroundIQ

Product Overview

TurnaroundIQ is an enterprise-grade Turnaround Scope and Schedule Dynamic Optimization platform engineered specifically for asset-intensive continuous processing facilities, including petroleum refineries, petrochemical complexes, chemical plants, and liquefied natural gas (LNG) export terminals. Designed for Turnaround Managers, Lead Schedulers, Asset Integrity Engineers, and Project Controls Leads, TurnaroundIQ eliminates the persistent operational disconnect between theoretical corporate project networks and physical field execution.

Traditional scheduling engines model activity precedence alone, remaining blind to finite craft headcounts, scarce heavy crane availability, shift permit issuance limits, simultaneous operations (SIMOPS) safety exclusions, and adverse weather windows. When these unmodeled real-world bottlenecks collide with emergent inspection discoveries, facilities face severe schedule expansion and contractor congestion.

TurnaroundIQ directly ingests baseline Primavera P6 schedules, audits network data hygiene, and applies mathematical constraint optimization to generate self-certified, resource-feasible execution plans. When unexpected degradation is uncovered during execution, TurnaroundIQ structures and economically prices repair alternatives in minutes. By synchronizing site capacities, safety boundaries, and commercial downtime economics into a governed workflow, TurnaroundIQ protects facility operating margins and guarantees on-time plant restarts.

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The Problem

A major industrial turnaround represents an immense concentration of operational complexity and commercial exposure. Continuous process facilities operate on high capital utilization and cannot perform internal vessel inspections or equipment revamps without completely shutting down, de-inventorying, and decontaminating integrated operating trains for 18 to 65 days.

The financial stakes are severe:

• Production Margin Losses: A typical 250,000 barrel-per-day refinery loses between $2.5 million and$6.25 million in gross margin for every day an outage is prolonged. For world-scale ethylene crackers and LNG export trains, daily downtime losses routinely surpass $1.2 million to$3.5 million.
• Escalating Contractor Carrying Costs: Maintaining an on-site contractor workforce of 1,000 to 5,000 personnel, along with specialized rigging, temporary scaffolding, and round-the-clock supervision, incurs $700,000 to $1.5 million per day in direct overhead. An unexpected 72-hour delay can absorb more than$20 million in unbudgeted carrying costs and lost margins.

Despite months of front-end planning, empirical industry studies reveal that 68% of process industry turnarounds exceed their baseline schedule by more than 10%, with 40% suffering catastrophic overruns exceeding 30%.

Three critical structural limitations drive these failures:

1. The Hidden Resource Critical Path: Traditional Critical Path Method (CPM) tools account only for sequential activity links. They cannot resolve simultaneous demands for non-fungible heavy cranes, scaffolding bottlenecks, or shift permit issuance thresholds. At shift transitions, up to 1,000 craft personnel can sit idle waiting for permit clearance and equipment handoffs.
2. The Emergent Discovery Crisis: Unexpected metallurgical thinning, tray damage, or pipe corrosion uncovered after equipment is unheaded accounts for over 42% of all turnaround delays. Evaluating discovery scope historically takes 48 to 72 hours of contentious spreadsheet debates, forcing leadership to make rushed decisions based on intuition rather than quantifiable downtime impacts.
3. Spatial Hazard and SIMOPS Stoppages: Uncoordinated hot work occurring adjacent to volatile venting, or crane swings over occupied workspaces, triggers emergency stop-work orders that paralyze entire process units.

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How the Product Solves the Problem

TurnaroundIQ replaces manual schedule firefighting with continuous, constraint-grounded decision intelligence. The platform ingests complex enterprise project networks, validates data integrity, and synchronizes physical work demands against actual site capacities, safety exclusions, and environmental windows.

Rather than relying on unconstrained critical paths, TurnaroundIQ establishes an honest, resource-constrained execution plan where every activity is mathematically verified against physical constraints. When emergent defects appear in the field, TurnaroundIQ normalizes field findings, pairs them with pre-engineered repair templates, and evaluates multiple repair alternatives against both direct labor and plant downtime costs. All schedule revisions pass through an audited, multi-stage governance gateway before syncing back to the enterprise master schedule.

Problem-Solving Flow

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Value Creation Model

TurnaroundIQ delivers measurable economic returns by systematically eliminating contractor idle time, accelerating discovery decision-making, and preventing delay-induced downtime.

Value Creation Table

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Key Benefits

TurnaroundIQ bridges the divide between corporate scheduling and frontline execution, transforming how industrial organizations prepare for and navigate complex shutdowns.

Benefits Table

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Before vs. After

TurnaroundIQ fundamentally modernizes shutdown workflows, replacing fragmented approximations with unified, mathematically verified planning.

Transformation Table

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Customer Journey

TurnaroundIQ integrates seamlessly across the turnaround lifecycle, supporting long-term preparation, live execution, and post-turnaround analysis.

Operational Flow

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Who Benefits

TurnaroundIQ delivers tailored operational and commercial value across all key stakeholders in the plant hierarchy.

Customer Value Table

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Business Impact

TurnaroundIQ impacts the key operational, financial, and safety metrics that determine turnaround success.

Business Impact Table

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Strategic Value

Beyond tactical scheduling, TurnaroundIQ establishes lasting competitive and operational advantages for continuous processing organizations:

• Institutionalizing Corporate Memory: Captures actual task performance, duration distributions, and historical discovery frequencies, refining planning accuracy across future turnaround cycles.
• Standardizing Multi-Site Best Practices: Replaces localized tribal knowledge with repeatable, auditable optimization models and pre-engineered repair libraries across global site portfolios.
• De-risking Capital Energy Transitions: Enables facilities to execute complex decarbonization, revamps, and clean-fuel modifications concurrently with turnaround maintenance without risking commercial restart dates.
• Securing Downstream Supply Chains: Provides continuous petrochemical and refining complexes with predictable shutdown schedules, preventing supply chain disruptions and commercial off-spec defaults.

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Differentiation

1. Mathematically Certified Feasibility vs. Theoretical CPM
   Traditional tools produce optimistic schedules that ignore finite field resources. TurnaroundIQ validates every schedule against an independent constraint framework, certifying zero violations across crafts, cranes, permits, blinds, and SIMOPS before publishing.

2. Unified Operational & Environmental Constraints
   Unlike single-discipline schedulers, TurnaroundIQ simultaneously resolves craft capacity, disjunctive heavy crane moves, per-shift permit issuance limits, scaffolding lifecycles, hourly weather forecasts (wind, precipitation, temperature), and contractor fatigue limits.

3. Sub-15-Minute Emergent Work Triage
   TurnaroundIQ eliminates multi-day decision paralysis when inspection reveals unexpected metallurgical damage. By pairing pre-engineered repair templates with multi-variable economic scoring, teams evaluate and commit alternative repair paths in under 15 minutes.

4. Transparent, Explainable Rationale
   The platform rejects black-box recommendations. Every rescheduled activity explicitly identifies its binding constraint—providing clear lineage on whether a task was adjusted due to crane conflicts, permit queuing, or predecessor dependencies.

5. Strict Human-in-the-Loop Governance
   TurnaroundIQ maintains an audited five-stage governance workflow (engine_generated → system_recommended → planner_reviewed → manager_approved → committed). Automated recommendations cannot bypass human oversight, and rejected proposals capture structured feedback to guide subsequent runs.

6. Bi-Directional Enterprise System Synchronization
   TurnaroundIQ connects directly with industry-standard Primavera P6 databases (.xer), re-exporting approved plans with full audit commentary stamped directly onto modified logic ties.

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Why It Matters

Turnarounds represent the single largest episodic operating expense and the most concentrated revenue risk in the continuous process industry. When an operating plant goes dark, the commercial pressure is unrelenting: millions of dollars of margin vanish every 24 hours, thousands of contractors flood the facility, and the margin for error is razor-thin.

For decades, industrial operators have been forced to navigate these intense events using static, precedence-only scheduling tools supplemented by chaotic whiteboards, radio negotiations, and gut feel. This structural visibility gap is the primary reason why more than two-thirds of turnarounds fail their schedule commitments.

TurnaroundIQ changes the fundamental operating equation. By introducing real-time multi-constraint optimization, instantaneous discovery triage, and rigorous human-in-the-loop governance, the platform aligns project controls with physical field reality. For executive leadership, TurnaroundIQ provides the ultimate commercial safeguard: the certainty that every turnaround is planned realistically, executed safely, adapted dynamically, and completed on time.