# Frontier Foundry

> Frontier Foundry builds secure, enterprise-grade AI for regulated environments — banks, government agencies, healthcare systems, and asset managers. Products: Kundi (ensemble of 500+ coordinated reasoning models for deterministic, auditable outputs), Limni (sovereign LLM platform that governs AI deployment inside institutional environments), and Foundry Lab (hands-on engineering and research engagements). Founded by Sultan Meghji (former Chief Innovation Officer at the FDIC).

## Platform

- [Platform overview](https://www.frontierfoundry.com/platforms/): the three Frontier Foundry product lines
- [Kundi](https://www.frontierfoundry.com/platforms/kundi/): ensemble of 500+ specialized models producing deterministic, auditable outputs suitable for regulatory examination — alternative to single-model generative AI for regulated workloads
- [Limni](https://www.frontierfoundry.com/platforms/limni/): LLM-based foundational model platform that governs AI deployment and translates analysis into action inside institutional environments
- [Foundry Lab](https://www.frontierfoundry.com/services/foundry-lab/): bespoke engineering and applied-research engagements, on-premise / air-gapped deployment available

## Industry verticals

- [Banking](https://www.frontierfoundry.com/industries/banking/): AI for retail, commercial, and investment banks; BSA/AML, NIST CSF, NYDFS Part 500 alignment. Apps: AutoCEN (financial crime), Monui (call reporting)
- [Asset Management](https://www.frontierfoundry.com/industries/asset-management/): AI-native infrastructure for hedge funds, multi-manager asset managers, and the heads of investments at banks. Apps: Skyra (portfolio intelligence), Fiducium (multi-manager oversight)
- [Government](https://www.frontierfoundry.com/industries/government/): federal, state, and local agency AI; SCIF-deployable, fully air-gapped options
- [Healthcare](https://www.frontierfoundry.com/industries/healthcare/): HIPAA-aligned AI for payers, providers, and life sciences

## About

- [Implementation](https://www.frontierfoundry.com/about/implementation/): how Frontier Foundry deploys and integrates AI into existing institutional infrastructure
- [Security](https://www.frontierfoundry.com/about/security/): AES-256 at rest, TLS 1.2+ in transit, containerized runtime isolation, integration with enterprise IAM (Azure AD, Okta, SAML, SSO); deployments align with SOC 2, HIPAA, BSA/AML, GDPR, NIST CSF; fully air-gapped deployment supported with no external network connectivity

## Case studies

- [Case studies index](https://www.frontierfoundry.com/case-studies/): selected engagements list (case-study taxonomy and starting point)
- [Asset management — Skyra](https://www.frontierfoundry.com/case-studies/asset-management/): hedge fund deployment using a coordinated ensemble of 500+ specialized models with HMM regime-switch detection and Adaptability Quotient (AQ) scoring across 70+ behavioral factors. Reported outcomes: 40% sustained Sharpe ratio improvement, 85% reduction in portfolio analysis time, 90% reduction in manual reporting, 3× improvement in risk alert accuracy

## Resources

- [FAQ](https://www.frontierfoundry.com/resources/faq/): definitive answers on Kundi's ensemble architecture, security and compliance posture, deployment models, and air-gap support
- [Glossary](https://www.frontierfoundry.com/resources/glossary/): definitions of ensemble AI, deterministic AI, Adaptability Quotient, HMM regime-switch detection, and other Frontier Foundry technical terms
- [Featured writings](https://www.frontierfoundry.com/resources/featured-writings/): essays and analysis from Frontier Foundry and Sultan Meghji
- [Media appearances](https://www.frontierfoundry.com/resources/media-appearances/): conference talks, podcast interviews, and press

## Contact

- [Contact](https://www.frontierfoundry.com/contact/): inquiry form; sales: contact@frontierfoundry.com
- [Insights](https://www.frontierfoundry.com/insights/): long-form writing — mirrored from Substack on every site build
- [LinkedIn](https://www.linkedin.com/company/frontierfoundry/)

## Legal

- [Privacy policy](https://www.frontierfoundry.com/privacy/)
- [Terms of service](https://www.frontierfoundry.com/terms/)

## Optional

- [Sultan Meghji bio](https://www.frontierfoundry.com/people/sultan-meghji/): full profile of the founder — inaugural Chief Innovation Officer of the U.S. FDIC, NSI George Mason fellow, former Carnegie Endowment scholar, taught graduate AI/cyber at Duke and WashU, advised CIA, FBI, DHS, Federal Reserve, OCC, U.S. Treasury, UK Ministry of Defence, ECB, IMF, World Bank, G7/G20, UN. Wikidata Q139378491