Predictive Equations
Predictive Equations develops AI technologies that recover lost truth from degraded data, enhancing low-quality video and images up to 2k with upscaling capabilities of x2-x8. Its specialized models address underwater clarity, denoising, and intelligent relighting for forensic investigations, public safety, aerospace, defense, enterprise software, and creative industries. The company has demonstrated its technology's validity through a multi-year judicial process from investigation through verdict.
- Artificial Intelligence
- Defense Tech
- Software Only
Funding
Funding not disclosed
Founders
Founder details are not available yet.
Product
Problem
Low-quality or degraded video and image evidence often conceals critical details needed for forensic investigations, public safety operations, and defense analysis. Poor lighting, noise artifacts, motion blur, and underwater color distortion can render visual data unusable, limiting the ability to identify subjects, validate evidence, or extract actionable intelligence.
Solution
Predictive Equations provides an AI-powered platform that enhances degraded images and video, restoring detail, deblurring, denoising, relighting, recoloring, and harmonizing inputs. The technology upscales content up to x8 while enhancing to 2k resolution, going beyond standard x2-x4 upscaling. Specialized models address underwater clarity, low-light relighting, and noise elimination from high ISO, long exposure, or heat-affected capture. The company combines machine vision with deep learning algorithmic modeling to support both enhancement and recognition, enabling greater fidelity and insight from visual data. Predictive Equations has validated its technology through a multi-year judicial process, surviving scrutiny from investigation through verdict.
Target Audience
Primary customers include forensic investigators, public safety agencies, aerospace and defense organizations, enterprise software companies, and creative industry professionals who need to recover detail from degraded visual data.
Features
- AI upscaling capability of x2-x8 while simultaneously denoising, deblurring, relighting, recoloring, and harmonizing inputs, with enhancement output up to 2k
- Underwater Clarity model that corrects color distortion caused by light interaction with water for drowning prevention, observation, and recovery
- Denoise model that eliminates noise artifacts from low light, low resolution, high ISO, long exposure, and heat-affected imagery and video
- Intelligent Relight model that uncovers hidden detail in low-light conditions to reveal information not otherwise visible
- Feature Matching tool for validating visual evidence authenticity by quantifying similarity between images, corroborating eyewitness accounts
- Image Segmentation AI that corrects legacy, mislighted, or color-imbalanced content without flickering, including JPEG artifact elimination
- Object Detection, text extraction, and environment denoising for snow, fog, shadow, and glare currently in development