Reasoning Orchestration
"All causes of things are beginnings;
that we have scientific knowledge when we know the cause;
that to know a thing’s existence is to know the reason why it is."
Aristotle
Reasoning Orchestration with causa™
Adaptive Reasoning: build rationale with counterfactuals to address concept drift and groupthink. Combined with Chain-of-Thought prompting technique, one can achieve a true causal reasoning.
Swap AI Brains: a model-agnostic orchestration that is capable of seamlessly hot-swapping between multiple LLMs allowing sequential decision-making and automation.
Built-in AI Safety: a guarding mechanism for prompt classification
Resulting in always-on decision intelligence for error-free operations and excellence.
Causal Reasoning
- basis to play with “what if” scenarios to find new quick wins;
- identify the right KPI and its influences with causal forecasting;
- explain relationship between data features and model predictions.
Causality helps to abstract domain knowledge with causal modeling to draw conclusions on the effect of interventions and potential outcomes.
Automation
- realize process mining to highlight automation potentials, estimate impact effects and timely reaction to risks;
- decouple behavioural patterns to understand customer decision journey.
Decision-making is at the core of every function in management and a part of any business process in enterprises.