WoodVision — Industrial Wood Intelligence Platform

WoodVision: Industrial Wood Intelligence & Automated Defect Screening

WoodVision is an AI-powered industrial timber screening and quality analytics platform designed for primary sawmills, remanufacturing plants, veneer mills, and lumber distribution yards. Built on advanced multimodal computer vision, WoodVision automates preliminary species identification, surface defect localization, and visual grading from camera images and conveyor video feeds—providing continuous decision support while maintaining strict scientific boundaries about surface optical inspection.

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Key Capabilities & Architecture

1. Surface Defect Localization & Classification

• Comprehensive Defect Taxonomy: Detects and localizes sound knots, loose/dead knots, pin knots, bark pockets, checks, splits, fungal stain, decay, wane, and insect bore holes.
• Normalized Bounding Boxes: Highlights defect regions with spatial coordinates and area percentages for precise grading compliance.

2. Preliminary Species & Product Classification

• Probable Species Estimation: Identifies commercial softwood and hardwood species based on macro surface grain, color, and pore structures.
• Product Form Categorization: Classifies sawn timber, dimension lumber, live-edge cants, flitches, and wood panel surfaces.

3. Scientific Honesty & Responsible Safety Policy

• Strict Decision-Support Designation: Explicitly designed as operator decision support. Non-visible internal characteristics (internal rot, ring shake, core voids, moisture %, MOE/MOR) are never falsely claimed from RGB media.
• Clear Audit States: Flagged results carry standardized statuses: PRELIMINARY_AI_ESTIMATE, REQUIRES_CERTIFIED_HUMAN_INSPECTION, or REQUIRES_SENSOR_VERIFICATION.

4. Batch Shipment Verification & Exportable Audits

• Shipment Tally Consistency: Aggregates board-by-board data into batch-level shipment reports to verify piece counts, grade yields, and defect distributions.
• Multi-Format Export: Generates compliant inspection certificates in PDF, JSON, CSV, and HTML formats.

5. Native Sensifai Ecosystem Integration

• Logto OIDC Authentication: Enterprise Single Sign-On with PKCE authorization code flow.
• Gatekeeper Metered Billing: Transparent per-board usage tracking with automated deduction from customer prepaid wallets.

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Target Manufacturing Applications

• Sawmills & Primary Breakdown: Automated green sorting and rough-sawn lumber grading optimization.
• Flooring & Furniture Manufacturing: Clear wood selection and localized defect cutting optimization.
• Lumber Import/Export & Distribution: Receiving dock compliance inspection and grade dispute mitigation.
• Pallet & Packaging Timber: Rapid screening for structural splits, excessive wane, and bark presence.