Foundational Model Platform

Limni is purpose-built for organizations whose needs extend beyond generic AI platforms. The models you fine-tune are yours — you keep the trained weights and every improvement derived from your data.

Train, fine-tune, and deploy models shaped by your data
Run models inside your own infrastructure
Orchestrate multiple models within a unified environment
Maintain governance, auditability, and control

Limni provides a sovereign AI environment aligned to institutional requirements. This unlocks:

Models tailored to institutional data and workflows
Full control over how AI is developed and deployed
AI systems aligned to governance and regulatory needs

Governs AI Deployment

Limni allows you to manage how AI enters and operates within your institution.

Orchestrate multiple models within your environment
Define data flow between models and systems
Apply policy across workflows
Maintain visibility across the full lifecycle

AI operates within a system designed for institutional control. This unlocks:

Controlled execution at scale
Deploy AI without re-architecting systems
Expand usage without losing oversight
Coordinate models and workflows across the organization

Translates Analysis Into Action

Limni turns AI analysis into outputs institutions can use.

Convert Kundi's reasoning into reports, documents, and structured outputs
Generate graphs, infographics, and operational materials
Deliver results in formats aligned with institutional workflows

Limni turns analysis into actionable intelligence. This unlocks:

Decision-ready outputs
Institutional reporting materials
Operational insights that can be acted on immediately

Inside Institutional Environments

Limni runs where AI must operate reliably.

Financial Services Infrastructure
Government Systems
Healthcare Environments
Regulated Enterprise Platforms

Supports:

Continuous operation
Deterministic execution
End-to-end security

Quantum-Resilient by Design

Limni ships post-quantum cryptography as standard across the governance layer.

PQC-native key establishment and signatures
Crypto-agile — algorithms rotate as NIST standards evolve
Protects data against harvest-now, decrypt-later

What this means for your institution:

No migration project and no cryptographic debt
Ahead of the federal 2030 and 2031 PQC deadlines
Sovereign, on-prem, and quantum-resilient by default

Limni in Production

Banking (AML & Financial Crime)

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

Read the Case Study

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.