Smart Banner Hub LLC today announced the public launch of the Clustrolin™ API, giving developers worldwide programmatic access to the world's first DBSCAN Creative Engine. The API enables applications to transform point cloud data into self-drawing animations powered by mathematical clustering algorithms.
Clustrolin™ represents an entirely new category of creative technology. Unlike AI image generators that remix existing content or rely on trained datasets, Clustrolin uses Density-Based Spatial Clustering of Applications with Noise (DBSCAN) to generate animations directly from first principles, producing outputs that are mathematically unique.
— Ashwin Spencer, Founder & CEO, Smart Banner Hub
The Clustrolin API provides developers with simple, powerful tools to integrate mathematical animations into any application:
- Simple REST Endpoints: Submit point clouds, poll for job status, and download completed animations through intuitive API calls
- Three Compute Tiers: Pricing scales based on point cloud size, from small projects to massive enterprise workloads
- Sandbox Environment: Three free test calls per API key at launch—start building immediately without commitment
- Webhook Support: Optional notifications when animations complete, enabling asynchronous workflows
- Idempotency Keys: Built-in safeguards to prevent duplicate charges and ensure reliable transaction handling
- Enterprise Infrastructure: Auto-scaling compute on Google Cloud Platform handles any workload demand
The Clustrolin API uses a straightforward pay-as-you-go pricing model based on point cloud complexity:
Compute Tiers
- Tier 1 — Up to 20,000 points: $4.99 per call
- Tier 2 — 20,001 to 40,000 points: $9.99 per call
- Tier 3 — 40,001 to 100,000 points: $19.99 per call
The Clustrolin API enables developers to build innovative applications across multiple domains:
- Animated Logos and Brand Assets: Transform static brand elements into captivating self-drawing animations
- Personalized Video Content at Scale: Generate unique animations for millions of users programmatically
- Creative Tools and Developer Platforms: Integrate mathematical animation capabilities into existing creative software
- Visual Content for Presentations and Marketing: Create attention-grabbing visuals that stand out from AI-generated content
- Custom Animation Pipelines: Build bespoke animation workflows tailored to specific industry needs
At its core, Clustrolin™ applies Density-Based Spatial Clustering of Applications with Noise (DBSCAN)—a fundamental algorithm in machine learning and data science—to creative animation production. The technology analyzes point cloud data, identifies natural clusters based on density, and orchestrates the drawing sequence to create mesmerizing self-sketching animations.
This approach produces results fundamentally different from AI image generators. Where AI tools interpolate between existing examples, Clustrolin generates from pure mathematical principles. Every animation emerges from the specific geometry of the input data combined with clustering parameters, ensuring outputs that are both deterministic and visually stunning.
The same Clustrolin engine behind the API already powers Smart Banner Hub's suite of consumer creative products:
- Typography Studio Pro: Transform text into animated mathematical art for professional communications
- Doodle Animation Studio: Convert hand-drawn sketches into self-drawing animations
- Signature Studio: Create mathematically unique email signatures, including cryptographically verified Elite signatures
- Portrait Studio: Transform photographs into point-by-point drawing animations
- Video Ecards: Generate personalized animated greeting content
With the API launch, developers can now access the same powerful technology that drives these products, building their own applications on top of proven, production-tested infrastructure.
The Clustrolin API is available immediately at smartbannerhub.com/developer. Developers can create a free account, generate API keys, and begin building with sandbox access today.
Comprehensive documentation, Python code examples, and technical specifications are available through the Developer Dashboard, enabling rapid integration regardless of programming language or platform.
About Smart Banner Hub LLC
Smart Banner Hub LLC is a Beaverton, Oregon–based creative technology company that pioneered the world's first DBSCAN Creative Engine. The company's mission is to democratize mathematical beauty by transforming text, drawings, and data into algorithmic visual experiences. Smart Banner Hub's Clustrolin™ technology powers five dedicated creative studios serving professionals and consumers worldwide, with the API launch extending this capability to the global developer community.
About Ashwin Spencer
Ashwin Spencer is a computer scientist, AI/ML innovator, and entrepreneur with Georgia Institute of Technology degrees spanning over two decades (BS Electrical Engineering '01, MS Analytics '24). His additional master's degrees in computer science (University of Missouri-St. Louis '21) and electrical & computer engineering (Portland State University '03), combined with aerospace industry experience at Boeing, Raytheon, Intel, and Pratt & Whitney, enabled the breakthrough creation of Clustrolin™—the world's first commercial application of DBSCAN clustering to creative production.
Media Contact:
Ashwin Spencer, Founder & CEO
Smart Banner Hub LLC
+1 971-217-6983
[email protected]
Digital Resources:
Website: https://smartbannerhub.com
Developer Portal: https://smartbannerhub.com/developer
API Documentation: https://smartbannerhub.com/developer
How It Works: https://dev-previewsbh.smartbannerhub.com/how-it-works.html
LinkedIn: https://linkedin.com/in/ashwinspencer
Press Kit: https://smartbannerhub.com/presskit.html
Video: Clustrolin™ API | World's First DBSCAN Creative Engine
Trademark Notice: Clustrolin™ is a trademark of Smart Banner Hub LLC. All rights reserved.
Note to Editors: The Clustrolin API represents the world's first developer access to DBSCAN-powered creative animation technology. Unlike AI image generators that remix training data, Clustrolin generates animations from pure mathematical principles, producing outputs that are deterministic, unique, and impossible to replicate without the exact input parameters. Custom API demonstrations and technical briefings are available for journalists covering this announcement.