Image Intelligence
Three-layer image analysis that scales from an instant structural fingerprint to semantic intelligence and full forensic verification. The structural layer is free and deterministic. Semantic adds LLM-powered understanding. Forensic adds adversarial verification and manipulation detection.
Structural fingerprint — instant local analysis
Deterministic, zero-API-call analysis that runs locally: structural properties (dimensions, format, aspect ratio), visual quality metrics (blur, noise, exposure), colour analysis (dominant colours, luminance, palette), and metadata extraction (EXIF, ICC profiles). Free, instant, and always available.
Semantic intelligence — LLM-powered understanding
A multimodal LLM produces structured semantic analysis: scene classification (photo, screenshot, meme, chart, product shot), entity detection, intent analysis (informational, persuasive, transactional), emotional tone (valence–arousal model), and design assessment scores (clarity, hierarchy, readability, trust, professionalism). Includes dense captions and content tags from vision APIs.
Forensic verification — adversarial analysis
Multi-pass adversarial analysis adds OCR evidence anchors with bounding boxes, claim validation against extracted text, contradiction detection, manipulation signals (editing detection, lighting inconsistencies, AI artifact likelihood), contextual risk assessment, and a tamper-proof evidence report hash.
Object detection & vision features
Independent vision feature flags — object detection with bounding boxes, people detection, background removal, safe search, web detection (reverse image search), logo detection, and landmark detection — can be combined with any analysis layer or used standalone.
Built-in profiles
Four built-in profiles: Quick Scan (structural fingerprint only — free), Full Intelligence (structural + semantic with dense captions), Forensic (full pipeline with safe search and web detection), and Object Detection (standalone bounding-box detection). Custom profiles can specify any combination of layers and vision features.
Confidence-driven escalation
When the semantic model reports low confidence, the pipeline automatically escalates to forensic verification. High-stakes mode forces forensic verification regardless of confidence — ideal for content moderation, legal evidence, and brand safety workflows.
Frequently Asked Questions
Image Intelligence
What image formats are supported?
What are the three analysis layers?
Is the structural fingerprint really free?
How does confidence-driven escalation work?
What is adversarial verification?
Can I detect objects without running the full pipeline?
How is image analysis billed?
Documentation
Related Features
Video Intelligence
Upload a video and get a structured AI index: speech transcripts, visual scene analysis, entity extraction, sentiment, and AI summaries — choose the signals you need.
Document Processing
Upload PDFs, forms, and scanned documents. Three composable profiles extract text, structural layout, and form fields — combine them to pay only for what you need.
Guardrails & Governance
Control what your AI can do with granular policies — token quotas, refusal semantics, access restrictions, and execution boundaries.
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