Elegant Design, Critical Impact.
Elegant Design,
Critical Impact.
Bring AI Systems Together in One Secure, Observable, and Robust Platform.
Why is it hard to
Connect AI Across Your Workflows and Systems
AI Models and Data Come
in Different Shapes and Sizes
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.
AI Should be Trustworthy,
But Often Needs Human Augmentation
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.
Most Enterprises Use Hundreds of Software Products, Some Legacy, Some Cutting Edge
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.
Introducing, Lemma.
A Composable AI Orchestration platform for organizations to design, implement, and manage their mission-critical workflows.
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.
Explore Different Problems Solved With Lemma
Revolutionize emergency response with real-time transcription, keyword and key phrase identification, and integrated connectivity to external systems.
Drag to Reveal Lemma Worker
Lemma’s Distinctive Features
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.
Human-in-the-loop Guardrails
Integrate human judgment and guardrails into automated workflows with clear interfaces, enabling real-time oversight and corrections.
Dynamic Workflow Planning and Execution
Support for non-deterministic, “Agent” multi-step execution by securely and dynamically generating a workflow path at runtime.
Powerful, Flexible AI API Gateway
Streamlined integration across REST and gRPC APIs, different authentication policies; set up advanced security protections and flexible constraints.
Experiment and Fallback with Resiliency
Easily experiment, run models in parallel, and configure fallback models to ensure uninterrupted workflow execution.
Observable, Secure Non-Human Identity Management
Monitor and govern Non-Human Identities (NHI) powering any workflows built with Lemma in secure NHI management layer.
Agnostic to Model Service or Cloud Provider
Avoid vendor lock-in and ensure system adaptability with the ability to run and orchestrate models and services across different topologies and networks.
ETL Support for All Data Types
Seamlessly connect workflows to, and operate on, tabular, non-tabular, and unstructured data.
Streaming, Batch, and Interactive Execution
Adeptly handle workflows in singular or multiple execution modalities, ensuring versatile and efficient processing for all types of tasks.
Builder-Friendly Interfaces
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.
The Platform Designed for Builders of all Technical Skill Levels
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.
Easily Assemble Lemma Workers
Drag and Drop States, Functions, and Connections to Build AI Workers that Work for Your Organization.
Lemma Prioritizes Data Security with Industry Best Practices and Strict Regulatory Compliance.
In addition, the platform natively provides a governance layer for all AI models being operationalized within an organization, creating an additional level of observability.
Data Encryption
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 Security and Compliance
Workflow components can be designed to meet specific security or compliance needs.
Personally Identifiable Information (PII) can be stripped and redacted at every level.
Deployment Flexibility and Automatic Vulnerability Scanning
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.
