Science behind the patented

fnFM is short for Functional Foundation Model.

Functional Foundation Model^®

A secured EsperGroup view into the science, product architecture, patented methods, and domain execution model behind fnFM^™.

Core Value

fnFM^™ takes the pAIn out of AI

Value proposition

fnFM^™ removes many of the common obstacles that organizations face when adopting AI, making the technology more accessible, reliable, and easier to implement. This significantly reduces the "pain" associated with traditional AI deployment, enabling companies to focus on leveraging AI for strategic decision-making rather than getting bogged down by technical challenges.

Simplified Data Integration

Organizations often struggle to integrate data from multiple sources, especially when the data varies in format and quality. A fnFM^™ automatically normalizes and harmonizes data from disparate systems, eliminating the need for extensive manual data preparation and cleaning.

Enhanced Accuracy and Reliability

Inconsistent or low-quality data can lead to unreliable AI models. A fnFM^™ intelligently handles inconsistencies and enhances data quality, ensuring accurate and reliable AI outcomes even with imperfect data inputs.

Faster Implementation and Deployment

The complexity of setting up AI systems often results in long development cycles. By seamlessly accepting and processing diverse data types, fnFM^™s reduce the time and effort required to deploy AI solutions, enabling quicker implementation and faster time to value.

Domain-Specific Customization

Generic AI models often fail to capture the nuances of specific industries or domains. A fnFM^™ embeds domain-specific knowledge, allowing it to provide more relevant insights and recommendations tailored to the unique needs of each organization.

Secured fnFM^™ story

The platform, patent, and product system behind fnFM^™

Capabilities Enabled by fnFM^™ Technology

A potent combination of proprietary and patented* advanced technology and deep industry expertise

Our fnFM^™ technology combines cutting-edge machine learning with domain-specific expertise to unlock unprecedented capabilities. This powerful combination enables organizations to achieve transformative results across multiple domains and use cases.

Our Patent as a Flagship Embodiment of fnFM^™

A protected example of how knowledge, rules, relationships, synthetic data, machine learning, explainability, and feedback loops combine to create trusted AI at scale

The allowed claims protect a hybrid architecture that combines domain knowledge, rules, graph relationships, machine learning, explainability, and feedback loops to produce trusted automated decisions. This foundational patent validates our entire platform thesis.

Pi Studio - An Introduction

A no-code / low-code fnFM^™ IDE for automation practitioners and subject matter experts

Pi Studio democratizes AI automation by providing an intuitive, visual development environment. Subject matter experts and automation practitioners can now build sophisticated AI-powered solutions without requiring deep technical expertise in machine learning or software development.

Flexible and Horizontally Extensible Engagement Models

We believe it is important for AI to meet our users where they are

We are successful when our solutions deliver value at scale without any major changes in the environments where they function. Flexible engagement, deployment, and pricing models demonstrate our capability to deploy rapidly and deliver value across diverse organizational structures and technical infrastructures.Capabilities are reused across use cases (knowledge maps, retrieval, rules/heuristics, guardrails, auditability, automation) rather than rebuilt each time.

Successful Solutions Across Multiple Industry Verticals

The Functional Foundation Model^® platform enables a tiered architecture with knowledge and capabilities available at multiple domains

Our fnFM^™ platform has been successfully deployed across diverse industry verticals including financial services, healthcare, manufacturing, and more. The tiered architecture with knowledge available at functional, client-corporate, industry, and business domains ensures scalability and adaptability.

fnFM^™ secured

fnFM^™ Layers

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