Succeed independently, not just for a moment, but for a lifetime.
What makes AI Catalyst Consulting a Catalyst?
At AI Catalyst we ensure a rapid journey for our customers by leveraging highly sophisticated, fine-grained skills in AI and data analytics that promises resilience and growth of innovation in any public or private enterprise and across any industry.
Specific fine-grained skills
Trustworthy AI
Responsible AI
Responsible AI that mitigates biases and risks, and safeguards privacy.
Trustworthy ML
Trustworthy ML: that is transparent, explainable, adapts to model and data drifts post deployment, and reveals the uncertainty in AI predictions.
Hybrid ML
A compound system combining predictive AI, interpretive AI, and generative AI for maximal results
RAG frameworks
To reduce hallucination and increase accuracy of GenAI models.
Agentic AI
To leverage the potential of AI agents for automated decision making and orchestration amongst agents for mitigating biases and reducing hallucinations.
AI Infrastructure
High performance computing, edge computing, federated computing.
Sustainable AI
Creating AI systems that are environmentally, socially, and economically sustainable.
Knowledge Graphs and Graph Analytics
Analyazing and extracting insights from graph data structures to identify hidden patterns in business related data and uncover connections in corporate related networks such as human resources and supply chains.
Data Analytics for Small data
Meta-learning for AI models that learn to learn.
Imbalanced learning for AI models that learn to capture rare business outcomes that are of high stakes.
