Introducing, Lemma. The Next Phase of Critical AI Infrastructure. Learn More
Why is it hard to
There are no unified standards around data models for AI services. By design, Classical and Generative AI models are built to operate on all kinds of data, structured and unstructured alike. AI services require a data translation layer.
Advancements in AI have opened up endless possibilities for innovation, but AI workflows are iterative and can require guidance and direction. The proper human oversight and guardrails must exist at critical stages, to incorporate contextual understanding and subjective evaluation.
Purpose built infrastructure is needed in order to connect and orchestrate AI across different products, platforms, and cloud providers, as well as to handle different error codes, authentication policies, and API protocols.
Prototype and productionize event-driven, distributed workflows that span AI Models, APIs, Databases, ETL Systems, and Applications, all in one platform.
Enable a faster time to value for your organization while cutting down operational overhead and infrastructure complexity.
Focus on investing in proprietary logic and accelerating feature delivery without wasting time on platform and architecture decisions that slow development and execution.
Revolutionize emergency response with real-time transcription, keyword and key phrase identification, and integrated connectivity to external systems.
Drag to Reveal Lemma Worker
Unlike Specific Vertical AI Applications, Lemma Can Integrate Combinations of Models and Services, Infrastructure, and Applications Into One Cohesive System to Solve Complex Workflows Securely and at Scale.
Integrate human judgment and guardrails into automated workflows with clear interfaces, enabling real-time oversight and corrections.
Support for non-deterministic, “Agent” multi-step execution by securely and dynamically generating a workflow path at runtime.
Streamlined integration across REST and gRPC APIs, different authentication policies; set up advanced security protections and flexible constraints.
Easily experiment, run models in parallel, and configure fallback models to ensure uninterrupted workflow execution.
Monitor and govern Non-Human Identities (NHI) powering any workflows built with Lemma in secure NHI management layer.
Avoid vendor lock-in and ensure system adaptability with the ability to run and orchestrate models and services across different topologies and networks.
Seamlessly connect workflows to, and operate on, tabular, non-tabular, and unstructured data.
Adeptly handle workflows in singular or multiple execution modalities, ensuring versatile and efficient processing for all types of tasks.
Whether building with the Application Programming Interfaces (APIs) and Software Development Kits (SDKs) or from the Console and from Templates, Lemma’s builder-friendly interfaces abstract away complexity without over-engineering to allow for dynamic and flexible implementation.
No matter what part of the enterprise you engage with, Lemma is built for builders who maintain mission critical systems with highly repetitive tasks or high labor costs.
Application Layer
Easy interfaces to connect workflows into existing applications.
Low-Code Building Blocks
Composable nodes and templates to bootstrap workflows purely in the Lemma console.
Engineering Product
SDKs and APIs to enable interactions between developer environments, systems, and the Lemma platform.
Drag and Drop States, Functions, and Connections to Build AI Workers that Work for Your Organization.
In addition, the platform natively provides a governance layer for all AI models being operationalized within an organization, creating an additional level of observability.
At Rest: Data stored on the Lemma platform is encrypted at rest using AES-256 to ensure that customer data remains secure when not in use.
In Transit: Transport Layer Security (TLS) is used to protect data while it is being transferred over the internet and between data centers.
Workflow components can be designed to meet specific security or compliance needs.
Personally Identifiable Information (PII) can be stripped and redacted at every level.
The Lemma platform can be deployed on-cloud or on-premise to meet individual data control requirements.
Automatic vulnerability scanning is utilized to continuously analyze systems and applications for security weaknesses, streamlining threat detection and patching.
Compliance
CJIS
GDPR
HIPAA
SOC 2 Type 2 - In progress