Confidential

Main Report

The consolidated strategic report covers the thesis, cross-site landscape, roadmap architecture, project portfolio, methodology, and economics.

• Executive Summary

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  The full picture in 5 minutes — thesis, findings, recommendations, costs, returns.

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• Information Flow Thesis

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  CLF has an information flow problem, not an AI problem. Same pattern, four sites, two industries.

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• Cross-Site Landscape

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  Technology and data landscape across all sites — CMMS, historians, ERP, process control.

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• Roadmap Architecture

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  Three horizons, milestone gates, prove-then-scale model, technical foundations.

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• Project Roadmap

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  10 corporate projects with phased investment, entry sites, and champion mapping.

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• Cost-Benefit Methodology

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  How we estimate value (6 categories) and cost (5 phase-type templates).

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• Portfolio Economics

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  $22.6M investment, $103-344M/yr value, 3-scenario model, sensitivity analysis.

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