CyberPulse

VisionForge AI: Autonomous Industrial Visual Inspection & Problem-Solving Agent VisionForge AI is live, featuring end-to-end integration of Meta SAM 3.1 visual defect segmentation, Meta Muse Spark 1.3 multimodal reasoning, zero-trust Firebase Authentication & Cloud Firestore data isolation, and an Autonomous Maintenance Agent with human-in-the-loop safety verification. Key Capabilities & Architectural Highlights AI Perception & Reasoning Engine Meta SAM 3.1 Perception: Zero-shot defect localization, bounding box coordinates, and pixel-accurate polygon segmentation masks overlayed directly on original component imagery. Meta Muse Spark 1.3 Reasoning: Structured defect taxonomy (fatigue cracks, spalling, galvanic corrosion, solder bridges, structural dents), root-cause analysis, operational impact, and recommended engineering remediation. Strict Transparency & Grounding: When live Meta credentials are not configured, the system transparently activates the industrial benchmark adapter, explicitly disclaims Demo Mode, and strictly never fabricates model confidence scores. Autonomous Maintenance Agent (Human-in-the-Loop) Automatically prioritizes detected anomalies and drafts structured work orders with estimated downtime. Enforces a mandatory Human Authorization Gate: Physical machinery interventions and work orders require certified engineer digital sign-off before dispatching to technicians. Tracks the full resolution lifecycle: Pending Approval → Approved → Dispatched → Resolved. Database Architecture & Data Isolation Hardened Cloud Firestore security rules with user-level path isolation: users/{userId}/inspections/{inspectionId} users/{userId}/maintenanceTasks/{taskId} users/{userId}/reports/{reportId} users/{userId}/activityLogs/{logId} Server-side cryptographic token verification derives the authenticated UID directly from the verified Firebase ID token claims. Industrial Benchmark Library & Defect Canvas Pre-loaded with 6 real-world benchmark scenarios (Stage 2 roller bearings, Inconel turbine blades, cryogenic pipe welds, PLC controller PCBs, solar arrays, and high-pressure hydraulic flanges) for instant testing. Interactive canvas with zoom, pan, defect isolation toggles (masks and boxes), and hover coordinate telemetry. Certified Inspection Reports & Vector PDF Export One-click ISO 9001:2015 and AS9100D compliant PDF generator via jspdf, including equipment specifications, failure physics summary, defect matrix, and digital signature blocks. Verified Automated Security & Quality Test Suite Built-in live test runner (/api/test/run and UI Test Suite) executing real tests covering: Firebase token structure and expiration verification Unauthorized access blocking Cross-user data isolation invariants File upload payload limits (10MB) and MIME type validation API secret non-exposure Rate-limiting protection Meta SAM 3.1 & Muse Spark adapter fallback and demo mode labeling