Guide to Deploy Production-Ready AI in Critical Processes

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Lemma

The composable AI orchestration infrastructure and workflow builder for production-grade AI workflows and agents in core enterprise operations.

OurPlatform

  1. Workflow Builder
    Flexible drag-and-drop workflow builder and SDK, for building durable, proprietary AI workflows and agents with full visibility and control.

  2. AI Orchestration Infrastructure
    Connect all your systems, data, and tools on a unified control plane built to provide the assurances needed for enterprise production environments.

Lemma is secure, flexible, and durable. Its vendor-agnostic, composable architecture allows builders to solve an array of problems and safely deploy AI in any environment or process.

Safely Deploying AI Takes Infrastructure

You wouldn’t deploy AI agents in business-critical processes without oversight and control.

Lemma is built to bridge the gap between powerful models and production operations.

Security and Governance by Default

  • SOC 2 Type 2, HIPAA, GDPR, CJIS, full audit trails.

Builder-Grade APIs

  • REST, gRPC, GraphQL, SFTP and SDKs, embeddable white-label components.

Production Reliability

  • Enterprise-grade SLAs, durable execution, automatic failover.

Glass-Box Observability

  • Every agent decision logged, traceable, explainable.

Composable Architecture

  • Autoscaling
  • Flexible Compute
  • State Management
  • Code Isolation
  • System Integration
  • Dynamic Auth
  • Agentic Orchestration
  • Parent-Child Orgs

How Lemma Works

Orchestrate all your tools and data and build purpose-built Lemma Workers with full control over agentic capabilities, access, and outcomes.

Worker

A Worker is the fundamental unit of a workflow. It represents a complete process defined as a sequence of interconnected States.

Run

The execution of a Worker is called a Run. Each Run maintains its own Context.

Why Enterprises Choose Lemma

Built for scale and complexity from day one. We prioritized flexibility, durability, and governance so your teams have every enterprise assurance they need.

Enterprise-Grade Reliability and Control

Built for enterprise scale and compliance requirements. Govern every AI interaction and control AI outcomes with built-in security guardrails and native human-in-the-loop states.

Composable, Durable and Vendor-Agnostic

Orchestrate with any model, API, or data source, choosing the best tool for the job. Compose modular building blocks into complex, end-to-end processes that span your entire enterprise.

Embedded Memory and Context-Awareness

Customize to your own business logic. Adapt and improve AI outcomes with proprietary tools, functions, and a unified context layer embedded in and across workflows.

Compounding and Cross-Functional

Compound your AI investments by leveraging workflows across teams. Turn every component into a reusable asset, and mirror existing authorization schemes for secure workflow sharing.

Full Flexibility, Complete Control

Lemma can securely integrate any model, service, infrastructure, and application into a unified control plane enabling safe AI deployment in business-critical workflows that touch sensitive systems.

Human-in-the-loop Guardrails

Natively integrate human judgment and oversight, pausing and providing feedback at critical decision paths.

Dynamic Workflow Planning and Execution

Designed for non-deterministic, agentic multi-step execution, dynamically generating workflow paths at runtime.

Powerful, Flexible AI API Gateway

Streamlined secure integration across REST and gRPC APIs with configurable authentication policies and flexible constraints.

Experiment and Fallback with Resiliency

Easily experiment, test and iterate, then instantly deploy to production once ready.

Observable, Secure Non-Human Identity Management

Monitor and govern Non-Human Identities (NHI) permissions with a secure NHI management layer.

Agnostic to Model Service or Cloud Provider

Avoid vendor lock-in with and adapt to any system, tool, model and services across any topology or network.

ETL Support for All Data Types

Seamlessly connect workflows to, and operate on, tabular, non-tabular, and unstructured data.

Streaming, Batch, and Interactive Execution

Handle workflows across one or many execution modalities for versatile, efficient processing.

What Co-Pilots, Frontier Models, and Custom Builds are Missing

Co-pilots are Bound to their Own Ecosystem

Vendor-specific co-pilots are confined to the models and data inside their own ecosystem. Rigid text-bounded solutions that can’t take actions on a third party system and therefore can’t orchestrate an end-to-end process.

Would you Allow any Model to Access your Financial System?

Frontier models provide exceptional reasoning and multi-modality capabilities, but allowing them to operate within sensitive systems with no control or oversight is a disaster waiting to happen. Deploying AI in core operations demands complete visibility and control over data access, inputs, and outcomes.

Custom Builds are Brittle and Require Maintenance

Open-Source frameworks and workflow wrappers look great at demo but cannot meet the scale and requirements of production operations. While cheap, these solutions come with engineering overhead that keep your experts writing boilerplate code and maintaining distributed systems, not generating tangible value.