Reinforcement Learning with Expert Feedback
Reinforcement Learning with Expert Feedback
ExpertsLabel AI evaluates Agentic AI across multiple RL methods:
RLHF: financial crime experts provide feedback
RLAIF: evaluator models
check logic
Process Reward Models (PRMs): score each reasoning step
RLHF: financial crime experts provide feedback
RLAIF: evaluator models
check logic
Process Reward Models (PRMs): score each reasoning step
Creating models that provide:
Investigative Intelligence
Think like investigators
Our models emulate the sequential, critical thinking process of a human analyst, ensuring deeper, contextual analysis of complex financial scenarios.
Self-Correct Errors
Utilizing advanced reinforcement learning (RL) techniques, the models continuously learn from false alarms and missed detections to rapidly improve performance over time.
Minimise False Positives
Focus less on chasing false alarms. Our reasoning-grade logic drastically reduces irrelevant alerts, allowing human teams to focus only on genuine threats.
Guaranteed Accountability
Provide Explainable Reasoning
Every decision is transparent. We provide a clear, step-by-step audit trail showing why the model reached its conclusion, eliminating the "black box" problem.
Produce Regulator-Ready Output
Outputs are formatted and structured to meet the strict documentation and audit requirements of financial regulators, minimizing manual reporting burden.
Justify Decisions
Automated justification reports are generated for every alert, providing the necessary evidence and logic required for compliance officers to confidently sign off on actions.
Creating models that provide:
Investigative Intelligence
Think like investigators
Our models emulate the sequential, critical thinking process of a human analyst, ensuring deeper, contextual analysis of complex financial scenarios.
Self-Correct Errors
Utilizing advanced reinforcement learning (RL) techniques, the models continuously learn from false alarms and missed detections to rapidly improve performance over time.
Minimise False Positives
Focus less on chasing false alarms. Our reasoning-grade logic drastically reduces irrelevant alerts, allowing human teams to focus only on genuine threats.
Guaranteed Accountability
Provide Explainable Reasoning
Every decision is transparent. We provide a clear, step-by-step audit trail showing why the model reached its conclusion, eliminating the "black box" problem.
Produce Regulator-Ready Output
Outputs are formatted and structured to meet the strict documentation and audit requirements of financial regulators, minimizing manual reporting burden.
Justify Decisions
Automated justification reports are generated for every alert, providing the necessary evidence and logic required for compliance officers to confidently sign off on actions.