Predictive Intelligence Research, Inspired by Nature and Narrative Economics
At CCLAB, we develop adaptive systems that learn from the complexity of both natural ecosystems and financial markets. Our predictive models are designed to transfer knowledge across sectors, enabling innovative solutions in fintech, biomimetics, and beyond.
Complex Systems, Unified Intelligence
Interconnected Learning
We view AI as an evolving system that thrives on diversity. Our models are designed to learn from various domains, identifying patterns and insights that can be applied across different industries. This interconnected approach allows for more robust and adaptable predictive capabilities.​
Cross-Sector Applications
By applying principles from biomimetics and financial modeling, our AI systems can adapt to complex environments. For instance, strategies used in ecological systems can inform risk assessment in financial markets, and vice versa. This cross-pollination of ideas leads to more resilient and innovative solutions.​
Evolving with Feedback
Our AI doesn't just learn, it evolves. Through continuous feedback loops, our systems refine their predictions and adapt to new information. This dynamic learning process ensures that our AI remains relevant and effective in ever-changing environments.
Work with us...
We’re building something bigger than AI — we’re building a system that learns from the world and gives back to it.
At Creative Colab AI, we’re on the lookout for curious minds who think across boundaries. Whether you're a computer scientist, a storyteller, or a researcher, your perspective matters. We believe that real intelligence — predictive, adaptive, creative — comes from diverse teams working on complex problems from different angles.
We're especially excited to hear from those with unconventional paths, lived experience, or cross-disciplinary skills. If you're driven by systems thinking, fascinated by patterns, or passionate about designing tools that shape the future — come build with us.
Let’s create something the world hasn’t seen before.
Our work & investment opportunities
Alpha Machines
Predicting Market Movement through Complexity Science
Inspired by the adaptive behavior of natural systems and trained on the volatility of financial markets, Alpha Machines is our flagship fintech product. Built on the principles of Vision Futures, this tool uses multi-agent models, microstructure data, and predictive AI to identify early signals of structural market shifts — long before they appear in traditional indicators.
What sets Alpha Machines apart is its biomimetic architecture: rather than chasing noise, it evolves like an ecosystem — reacting to change, learning from disruption, and transferring strategy across markets.
Use case: Hedge funds, trading desks, and risk managers seeking alpha from complexity rather than correlation.
Smarter Last-Mile Logistics, Inspired by Natural Systems
VEKI is our route optimization platform designed for the complex dynamics of last-mile delivery. At its core is a predictive learning engine that mirrors natural systems like ant colonies and bird flocks — decentralized, adaptive, and resilient.
Using granular geographic data and live behavior tracking, VEKI doesn’t just plan efficient routes — it evolves them. The system learns from each delivery, building a dynamic map of human logistics. From drivers to operators, the whole network benefits from the platform’s growing intelligence.
Use case: Courier companies, urban logistics platforms, and sustainability-focused retailers looking to reduce cost and complexity — and increase driver performance.
Screen Score
Protecting Creativity in the Age of Generative AI
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In a world where generative AI is rapidly rewriting the rules of authorship, SCREEN SCORE stands for AI with integrity. This tool safeguards the work of screenwriters, songwriters, and creatives by embedding their IP into a traceable, predictive model — capable of detecting misuse and enhancing attribution. SCREEN SCORE doesn’t just protect — it empowers. By using predictive analytics to understand the likely impact and influence of creative works, we give creators tools to retain control, prove authorship, and amplify value.
Drawing from biomimetic ethics — like reciprocal signaling and mutualism — SCREEN SCORE helps AI work with artists, not against them.
Use case: Rights holders, creative unions, platforms, and publishers who want to harness AI responsibly while defending human originality.