Overview

Kratos is an AI-driven data control framework that unifies policy interpretation, rule generation, execution and continuous assurance into a single intelligent platform. It enables banks to automate data quality (DQ), strengthen regulatory compliance and achieve audit-ready transparency across their data ecosystem.

By embedding intelligence into every stage of data governance, Kratos empowers banks to move from reactive control to predictive assurance – ushering in a new era of autonomous, explainable, and regulatory-ready data quality.

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The AI Core: The Six Agentic AI Modules of Kratos

Agentic AI in Kratos transforms static governance into dynamic, self-learning control with the following capabilities

Orchestrator

Orchestrator

Plans, sequences and coordinates tasks across agents, enforcing guardrails and reliable end-to-end execution

Control Execution Agent (CEA)

Control Execution Agent (CEA)

Translates controls into executableDQ rules and monitors control or data drift

Automated Remediation Agent (ARA)

Automated Remediation Agent (ARA)

Autonomously fixes low risk issues by invoking repair scripts and updating logs

Regulatory Intelligence Agent (RIA)

Regulatory Intelligence Agent (RIA)

Monitors regulations, surface gaps and recommends changes in policies

Risk and Triage Agent (RTA)

Risk and Triage Agent (RTA)

Assesses criticality and complexity of data issues to triage for appropriate remediation workflow

Human Escalation Engine (HEE)

Human Escalation Engine (HEE)

Enable manual diagnosis, provides context and RCA context for faster resolution

Knowledge Synthesis Agent (KSA)

Knowledge Synthesis Agent (KSA)

Translates general and tacit knowledge to structured graph ontologies

Root Cause Analysis Agent (RCA)

Root Cause Analysis Agent (RCA)

Analyzes data and application lineage, logs for causal inference on issues

Audit and Reporting Agent (AuRA)

Audit and Reporting Agent (AuRA)

Maintains logs of agent actions and aggregates data for reporting and analysis

Business Impact

Compliance Reinvented

Stay aligned with regulatory
agencies (Fed, FDIC, OCC) and
internal governance mandates

Cost Efficiency
Achieve up to 60% reduction in manual control management efforts
Data Trust
Ensure end-to-end visibility and lineage of every control, rule and data element
Agility & Scalabilit
Scale new rules and controls in hours, not weeks
Audit Readiness

Generate instant, AI-driven summaries for regulators and internal audits

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