Predictive AI

What Predictive AI does

Predictive Equations develops technologies that recover lost truth from degraded data and enable trusted AI deployment. Their solutions support forensic investigations, public safety, aerospace, defense, enterprise software, and creative industries. They are the first AI company to successfully survive a multi-year judicial process from investigation through verdict, demonstrating real-world validation under legal scrutiny. Their mission is to recover truth, enhance signal, and protect intelligence. They specialize in cutting-edge machine vision technology, offering AI-driven enhancements for images and videos, including detail restoration, deblurring, denoising, relighting, recoloring, harmonizing, and upscaling. Their technology preprocesses visual inputs to improve resolution and clarity, facilitating enhanced detection capabilities and enriched human perception, using a dynamic, single-shot AI approach for flexibility and efficiency. The system offers a wide range of enhancements including upscaling (up to 32x and resolutions as high as 12k), deblurring, denoising, light amplification, and color & image harmonization. It integrates a comprehensive analysis toolkit leveraging both conventional and advanced techniques for object detection, edge feature matching, face recognition, path estimation, object tracking, object extraction, and image insertion. The system uses high fidelity, non-generative AI, focusing on transformative operations that utilize feature mapping and context awareness to maintain the integrity and authenticity of original images or videos. They offer fine-tuned and custom AI solutions for enterprises, available via API and local software install.

Products

• Predictive AI PlatformA SaaS platform and local download solution for visual intelligence, processing, enhancing, and analyzing imagery at scale using deterministic models designed for forensic, industrial, and operational environments. It offers flexible access to deterministic visual intelligence, scaled per user or team.
• Signal ForgeA standalone signal processing and enhancement platform for Windows, designed for operational workflows and real-world data refinement. It provides immediate operational capability with additional features and system expansions included as it evolves.
• GamingForgeA standalone game enhancement and optimization platform designed for real-time graphics processing, gameplay analysis, and performance tuning for Windows, with Mac and Linux versions coming soon.
• AI Encryption EngineA licensing and encryption framework designed to protect proprietary AI models, algorithms, and intellectual property. It combines RSA-signed licenses, license-bound AES key derivation, encrypted model distribution, and secure runtime decryption to enable commercial deployment of protected machine learning assets.
• FrameHunter AI Evidence Review SoftwareAI evidence review software for individual investigators, small agencies, departments, and enterprise deployment.

Key capabilities

• Video Enhancement (up to 2k, x2-x8 upscaling)
• Image Enhancement
• Underwater Clarity AI model
• Denoise (eliminates noise artifacts)
• Deblur (eliminates noise artifacts)
• Intelligent Relight (enhances low light conditions)
• Image and Video Analysis
• Feature Matching (for authenticating visual evidence)
• Object Detection
• Text Extraction
• Pose Estimation
• Image Segmentation
• Color Naturalization
• Jpeg Elimination
• Environment Denoise (Snow, Fog, Shadow, Glare) - in development
• Upscaling (up to 32x and resolutions as high as 12k)
• Light Amplification
• Color & Image Harmonization
• Edge Feature Matching
• Face Recognition
• Path Estimation
• Object Tracking
• Object Extraction
• Image Insertion
• High fidelity, non-generative AI
• Support for 8k and 12k video encoding
• Region of Interest (ROI) extraction
• Advanced file conversion methods
• Intelligent Zoom In
• Behavioral Analysis
• Automatic Object Extraction
• Automatic AI Based Analysis system
• Coordination and collaboration tools for teams
• AI analytics and trends over time
• Data controls for price management of AI inference and tools

Use cases

• Forensic investigations
• Public safety
• Aerospace
• Defense
• Enterprise software
• Creative industries
• Legal argumentation and court representation
• Drowning prevention
• Underwater observation and recovery
• Eforensics insight
• Enhancing low resolution and low quality media
• Recovering truth from degraded data
• Enabling trusted AI deployment
• CSI-like enhancements for innocent defendant early release
• Investigations with active cases (criminal, civil, tort, traffic)
• Game enhancement and optimization
• Real-time graphics processing
• Gameplay analysis
• Performance tuning
• Protecting proprietary AI models and intellectual property
• Distributing AI models and software with licensing control
• Security operations (individual camera to SOC)
• Repairing older or artifacted security footage
• Enhancing satellite-based observation and security
• Enabling human observers and AI analysis for scene understanding

AI approach

Predictive AI develops technologies that recover lost truth from degraded data and enable trusted AI deployment. They use a combination of deep learning and machine vision models and frameworks for image and video enhancement and analysis. Their AI system preprocesses visual inputs to improve resolution and clarity, performing enhancements like upscaling (up to 32x and 12k resolution), deblurring, denoising, light amplification, and color & image harmonization. It also integrates a comprehensive analysis toolkit for object detection, edge feature matching, face recognition, path estimation, object tracking, object extraction, and image insertion. They emphasize high fidelity, non-generative AI that focuses on transformative operations using feature mapping and context awareness to maintain integrity and authenticity. They offer fine-tuned and custom AI solutions for enterprises.

Tech named: Generative Adversarial Network, deep learning, machine vision models, deterministic models, dynamic, single-shot AI approach, feature mapping, context awareness, RSA-signed licenses, AES key derivation

Industries served

• Legal
• Forensics
• Public Safety
• Aerospace
• Defense
• Enterprise Software
• Creative Industries
• Gaming
• Healthcare
• Ports and Logistics
• National Security
• Commercial Satellite Operations

What it says sets it apart

• First AI company to successfully survive a multi-year judicial process from investigation through verdict
• Ethically developed and democratized artificial intelligence
• Goes beyond standard x2-x4 upscaling technology, delivering x2-x8
• Deterministic models designed to recover real signal, not generate synthetic content
• AI system capable of upscaling up to 32x and resolutions as high as 12k
• High fidelity, non-generative AI that maintains integrity and authenticity of original images/videos
• Human-centric approach to AI, empowering public and professionals, not replacing them
• Fine-tuned and custom AI solutions for enterprise-specific needs
• Technology and AI are the first in the world to enable innocent defendant early release
• Developed in collaboration with leading startups for drowning prevention and underwater debris recovery