Tools & MCP
Connect agents to enterprise systems through MCP and act within guardrails, with actions logged.
AGENTIC AI FOR ENTERPRISES
Move Beyond Answers to Connected Workflows.
Some tasks require more than generating a response. They involve multiple steps, tools and sources of information. Fluid AI helps enterprises build connected workflows and AI agents that can work with enterprise tools within configured controls.
FLUID AI · WORKFLOW CANVAS
Illustrative UI · not a live product screen01/ 04
START
1Read source material
2Coordinate the task
3Prepare a draft
4Review the result
ILLUSTRATIVE WORKFLOWRead source material complete
WORKSPACE PREVIEW
PRODUCT DEMOS
See Enterprise Agents and Workflows in Action
Connected Tools
Ask a connected project or tracking tool questions in plain English.
Background Tasks
Start another chat while a task continues, minimise it and return when it is ready.
Office Note Generator / Guided Micro App
Follow a structured task, provide material, refine sections and verify facts.
THE PROBLEM
Enterprise Work Rarely Happens in One Step
Tasks cross systems
Work can require information from multiple applications or sources.
Repeated manual steps
Employees often repeat the same sequence of actions.
Information is disconnected
The next step may depend on context held in a different tool.
Visibility matters
Teams need to understand what a workflow is doing and retain appropriate control.
HOW IT WORKS
Connect the Steps Around a Task
Define the workflow
Identify the task, its inputs and the desired outcome.
Connect relevant tools
Use supported integrations or MCP connections where available.
Coordinate the work
Configure agents to perform relevant steps within their permissions and guardrails.
Review the result
Keep appropriate visibility, verification and approval in the process.
CAPABILITIES
Coordinate Connected Enterprise Workflows
Enterprise agents
Build AI workflows that work with configured tools and information sources.
MCP-connected tools
Connect agents to supported enterprise systems through MCP where configured.
Connected workflows
Ask questions about information in supported tools using natural language.
Guided micro apps
Structure a task into steps that users can complete and review.
Background tasks
Continue working on another task while a previous task is running, as demonstrated.
Traceability and guardrails
Where configured, control access and record workflow actions.
ILLUSTRATIVE WORKFLOW
Coordinate a Task Across Connected Systems
Illustrative example: An employee retrieves information from an approved enterprise tool and uses it in a structured workflow. The agent works within configured permissions, prepares a result and makes it available for review.
HUMAN REVIEW
Automation With Visibility and Control
Workflows should operate within configured permissions, provide visibility into actions and preserve human review for decisions that require it. Integrations depend on supported connections and permissions.
FAQ
Frequently Asked Questions
Answers about ai workflow automation & enterprise agents.