Research
Building foundational AI infrastructure for video intelligence and creation
Our Vision
We're developing a comprehensive video intelligence platform that bridges the gap between content creation and performance analytics. Our research combines generative AI, temporal reasoning, and cross-platform intelligence to enable creators, agencies, and organizations to understand and optimize their video content at scale.
Research Pillars
Social Media Intelligence
Cross-platform analytics infrastructure that aggregates performance data across YouTube, Instagram, TikTok, X, and LinkedIn. Enabling audience segmentation, trend detection, and strategic insights for content optimization. Our systems provide creators with unified intelligence previously only available through expensive consulting.
Video Intelligence & Generation
Proprietary algorithms for semantic video understanding, temporal segmentation, and generative synthesis. Our frame-level analysis systems enable cost-optimized processing while maintaining deep contextual understanding. Advancing research in diffusion models and real-time inference for production-quality video creation.
Hyper-Personalisation
Intelligence layers that combine video content understanding with audience engagement data and real-time trends. Enabling creators to query their data, optimize scripts, and receive actionable recommendations through natural language interfaces. Hyper-personalised insights for content strategy and creative decisions.
Autonomous Creative Systems
Agentic workflows that plan, orchestrate, and execute complex creative operations. Moving beyond prompt-response to multi-step reasoning, automated editing, and intelligent content assembly. Building systems that amplify human creativity through autonomous collaboration.
Technical Approach
Our platform architecture combines cutting-edge research in generative AI, video understanding, and autonomous systems with proprietary methods for temporal analysis and cross-platform data synthesis. We develop custom models fine-tuned for video-specific tasks while leveraging foundation models where appropriate.
Key technical innovations include multi-level frame analysis with similarity detection for cost optimization, time-coded semantic summaries, and integrated intelligence systems that connect video content with performance metrics and audience insights.
Applications & Impact
- Content Creators: Democratizing access to professional-grade video creation and performance intelligence previously available only through expensive consulting
- Marketing Agencies: Enabling data-driven ad creation, audience targeting optimization, and ROI validation across platforms
- Enterprise: Powering internal communications, educational content, and corporate video at scale
- Research: Advancing understanding of visual narratives, audience behavior, and cross-platform content dynamics
From Research to Product
Our research drives two product lines: ShotRush, an AI-native video creation platform for creators, and niravi, our video intelligence infrastructure for semantic understanding and analytics. Together, they represent a comprehensive platform for video creation, analysis, and optimization.
Collaborate With Us
Interested in research collaboration, partnerships, or learning more about our technology?