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Kundi

Kundi is an ensemble reasoning engine that executes analytical work under regulatory constraints.

An Ensemble Reasoning Engine

Kundi doesn't just summarize information. It reasons over it to generate forward-looking insight.

  • Coordinated system of 500+ distinct models and algorithms
  • Connects signals across documents, records, and datasets
  • Applies consistent logic across ambiguous inputs
  • Evaluates context, relationships, and implications to form clear conclusions

What this unlocks:

  • Applying the same reasoning across every case
  • Understanding nuance at scale
  • Trustworthy conclusions without manual interpretation

Executes Analytical Work

Kundi executes analytical work continuously and at scale.

  • Reads entire document corpora
  • Analyzes full transaction and case volumes
  • Identifies patterns, anomalies, and hidden risk
  • Produces structured outputs ready for action

What this unlocks:

  • Full coverage instead of partial review
  • Faster execution without sacrificing accuracy
  • Teams focused on judgment, not throughput

Under Institutional Constraints

Kundi operates inside institutional environments by default.

  • Runs within controlled infrastructure
  • Ensures institutional data flows safely into the system through a secure ingestion architecture
  • Logs outputs and reasoning for auditability
  • Supports executive, legal, and regulatory review

What this unlocks:

  • Scalable intelligence within controlled environments
  • Outputs that withstand scrutiny
  • Decision-making aligned to institutional requirements

Kundi in production

Vault door representing secure infrastructure
Banking (AML & Financial Crime)

How a major financial institution automated 80% of AML workflows by deploying AI inside its own secure infrastructure.

Learn More
80%

AML workflows automated

Governance meets intelligence.

Limni

Governs the environment and produces actionable outputs.

Kundi

Provides the analysis, reasoning, and insights.

Together they allow institutions to move from data → analysis → decision with control and traceability.

Product walkthrough

See it inside your environment.

Kundi walkthroughs are available under NDA. Schedule a deployment assessment to see the actual workspace, governance controls, and audit trail running against your data, infrastructure, and compliance posture.

Schedule a Deployment Assessment
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