Why Sema4.ai?

Enterprise AI agent platform for optimizing your business workloads

Despite AI advances, enterprise teams still struggle to automate and optimize document-heavy, multi-step processes critical to run the business. Sema4.ai is purpose-built for this work, delivering AI agents engineered to read, reason over, and reconcile both unstructured documents and structured data across ERPs and data warehouses. As users start working with personal productivity AI, they can directly interact with Sema4 Agents from within those tools and collaborate with teammates to automate and optimize advanced processes.

Learn about our platform

ECOSYSTEM INTEROPERABILITY

DRIVING COST EFFICIENCY

TEAM-BASED WORK

Why customers choose Sema4.ai

Hear from our customers

Sophisticated business cases

Work with agents to tackle complex, multi-step business processes as a team with shared skills, memories and business context.

Autonomous agent execution

Automate your business processes with agents that can handle complex edge cases and raise exceptions as defined by the business team.

Complex data handling

Our agents solve your critical work handling data problems across files, documents and applications. Our semantic data layer provides a consistent view for agents to process consistently.

Enterprise-designed governance and control

The platform is designed with COSO-aligned controls, three-lens visibility (analyst/auditor/engineer), providing the controls required by the enterprise around agent usage.

Accelerate your complex business operations

We believe enterprise AI agents will redefine sophisticated team-based workflows, giving finance, procurement, and shared services teams a step change in productivity. Sema4.ai agents do more than assist. They understand business context across documents, data, and systems, reason through exceptions, and execute complex work. What sets us apart is an enterprise-ready platform built for business users and IT alike, with governance, auditability, and reusable intelligence across workflows, so companies can scale beyond point solutions and avoid the cost and complexity of DIY AI.

Our platform delivers transformative results

100x

Process datasets 100× larger than LLM context windows can handle

94%

Reduce LLM token usage for data analysis by 94% while delivering unmatched accuracy

100%

100% accuracy on documents. Handle 200+ page documents that break other solutions

Built for business users, ready for enterprise scale

Sema4.ai empowers business teams to automate and optimize complex business work with sophisticated Al agents that know your data, systems and business context. Our platform ensures your agents operate in a SAFE framework:

Secure

Run agents within your secure environment
Leverage existing security protocols and permissions
Maintain complete data governance and compliance
Enable secure access through enterprise SSO

Accurate

SQL processing for 100% accurate calculations
Industry leading document data extraction
Transparent reasoning for every decision
Continuous learning and improvement

Fast deployment

Create agents in minutes using natural language
Deploy to production with one click
MCP access for common applications
Scale instantly to meet demand

Extensible

Build and engage agents with AI cowork tools
Seamless integration with existing systems
Real-time operational visibility
Comprehensive lifecycle management

“By integrating Sema4.ai’s AI agents into our operations, we are setting a new standard for productivity and operational excellence. This collaboration enhances our internal workflows and positions us to offer innovative solutions to other enterprises seeking to leverage AI for transformative results.”

Matt Hoag

Chief Technology Officer | Koch, Inc.

“Our recent collaboration with Sema4.ai led to the development of an AI agent that has significantly streamlined remittance matching for thousands of customer payments.”

Paul Ferguson

Vice President of Global Business Services | Emerson

Frequently asked questions

Have questions? We have answers to help you get started.

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Cowork tools are designed to be general-purpose AI assistants. Sema4 helps organizations build, run, and manage agents that solve complex, team-based business processes. Business users can use cowork and copilot tools to build Sema4 agents within the tools they already use.

Agents are typically built using natural language conversations by an organization’s AI-focused tech staff working closely with business teams that own the end outcomes.

Teams write instructions that the agents follow, step in when process exceptions are raised, and save memories that the agents use to solve edge cases in the future. Observability and auditability provides a detailed view into agent activity.

Sema4.ai automates and runs the work a team owns, with control and ease, for confidentially sharing work. Business users can share organizational workspaces, projects, skills, AI-assisted conversations, files, and memories.

The platform reviews repeated processes that call AI models on every use. If that process can be performed with the model and token burn, it is suggested to the team. Future process runs are handled with deterministic code to drive accuracy and lower costs.

Automate complex business work with agents

With Sema4.ai, you overcome your biggest business workflow challenges while maintaining the security, accuracy, and control your enterprise demands.