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    Shop-Floor Chaos? The AI-Matched Fractional COO for Manufacturers

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    Problem

    You've outgrown founder-led operations but can't justify a $300K COO. Shop floor chaos erodes margins.

    Solution

    AI scans production, labor, and inventory data—then matches a COO who's run your type of operation.

    Outcome

    Quick-win fixes in 14-21 days. Dead stock recovery frees 15-25% of working capital.

    Diagnose

    AI analyzes throughput, labor utilization, inventory velocity, and quality metrics

    Match

    COO with experience in your manufacturing vertical—discrete, process, or job shop

    Resolve

    Scheduling optimization and inventory fixes implemented in first 3 weeks

    Resolution Scorecard

    Metric
    Generic Consulting
    Sobo COO
    Speed
    8-12 weeks to recommendations
    14-21 days to fixes
    Data Usage
    Manual study
    AI production analytics
    Cost
    $300K+ COO salary
    Fractional at 1/3 cost

    The Manufacturing "Messy Middle"

    Between $5M and $50M, companies outgrow founder-led operations but can't justify a $300K+ COO. Generic consultants send generalists who've never managed a production line.

    See how your data matches our experts.

    Sobo's diagnostic engine reads your actual P&L, workflows, and operations.

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    The Industry-AI Flow

    1. AI Diagnostic: Analyzes production throughput, labor utilization, inventory velocity, and quality metrics
    2. Niche Expert Matched: Fractional COO with experience in your specific manufacturing vertical
    3. Execution at 1/3 Cost: No discovery phase, no learning curve. Implementation starts immediately

    Generic vs. AI-Matched Solutions

    MetricSobo's Industry-AI ApproachGeneric Consulting
    Production Bottlenecks
    AI identifies constraint points
    6-week manual study
    Labor Inefficiency
    Data-driven optimization
    Generic lean training
    Inventory Dead Stock
    AI flags slow-moving capital
    Found during annual audit
    Quality Control
    Pattern recognition across data
    Reactive defect tracking
    Expert Matching
    COO with your industry experience
    Generalist from firm's bench
    Time to Fix
    Quick-wins in 14-21 days
    Recommendations in 8-12 weeks

    Dead Stock: Recovering Trapped Capital

    15-30% of working capital trapped in slow-moving inventory. AI flags it in real-time. The matched COO implements lean systems to free that capital.

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    Get your free diagnostic — Sobo's engine runs on your actual data, not the internet.

    Frequently Asked Questions

    Stop Guessing. Get a Precise Diagnosis.

    Sobo's engine runs on your actual data — not the internet — and connects you with the exact expert to fix what's broken.

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    Robert Burke - Founder & CEO of Sobo.ai

    Robert Burke

    Founder & CEO of Sobo.ai

    Robert is a multi-generation entrepreneur with 20+ years helping SMBs scale through operational excellence and fractional leadership.

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