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AI Super-Resolution, Details Reconstructed Instantly.
Increase resolution and clarity while preserving texture details for photos, design assets, and creative content.
Build and Deliver Frontier Computer Vision AI Products
We deliver production-ready model APIs built on the latest computer vision research, enabling companies and developers to integrate state-of-the-art image intelligence faster, at lower cost, and with greater reliability.
Full-Stack Vision AI Capability Matrix
From color enhancement and color transfer to super-resolution, denoising, and restoration, Softmax delivers an integrated capability stack that covers capture optimization, quality uplift, style consistency, and detail recovery for scalable production workflows.
Frontier Vision AI Capability
SOTA-Level Results
Focused on super-resolution, denoising, and restoration, we deliver higher fidelity, stronger generalization, and more stable outputs that approach current state-of-the-art quality.
Frontier Image Processing API
Lead in Both Quality and Efficiency
We focus on core directions including super-resolution, denoising, restoration, and enhancement, packaging near-SOTA image processing capability into standardized APIs for faster production adoption at lower integration cost.
- - Cover frontier algorithms including super-resolution, denoising, restoration, and style enhancement
- - Unified API standard with high concurrency, low latency, and observability
- - Continuous model iteration and version hosting for long-term evolution
- - Enterprise plans include SLA safeguards for mission-critical continuity
"We wired bulk enhancement into our listing pipeline for PDP and gallery assets, and it was running in production within two weeks. Engagement and add-to-cart improved in the first month, and merchandising stopped fighting one-off retouching for every SKU."
Lauren Kim
VP of Product, Jianwu Commerce (E-commerce)
"I shoot commercial and events—high volume means color and sharpness drift kills me. With a consistent preset through the API, whole sets look cohesive and I get hours back each week for framing and client work instead of repetitive cleanup."
Mateo Alvarez
Professional photographer, independent studio
Pricing
Pay-as-you-go
Usage-based
Transparent usage-based billing with no fixed monthly tiers—scale from experiments to production at your own pace.
- Pay only for actual API consumption; no long-term commitment required
- Clear metering, credits, and usage visibility in the client console
- Standard concurrency with fair-use safeguards for stable throughput
- Self-serve integration via docs and Playground
Enterprise Custom
Custom
Security, compliance, and capacity tailored to regulated teams and large-scale rollouts.
- Dedicated model tuning and domain data adaptation
- Private deployment and multi-region disaster recovery
- Named support channels with faster response
- Enterprise SLA for mission-critical continuity
Common questions & answers
The API may only be used for lawful and compliant business or R&D scenarios. It must not be used for purposes that violate local government policies, laws, regulations, or supervision requirements.