Tasks cross systems
The best AI agents for enterprise automation should fit the task, supported tools and approval needs, not simply promise autonomy.
AGENTIC AI FOR ENTERPRISES
Enterprise AI Agents for Connected Work.
Fluid AI supports intelligent automation across configured tools and sources. Define an enterprise workflow automation task, connect supported systems and prepare a result for review. An agentic workflow can coordinate the steps while keeping required approvals with the responsible person. Explore MCP enterprise connections.
Illustrative workflow. People review outputs and make decisions.
FLUID AI / WORKSPACEILLUSTRATIVE
Review an incoming request
Configured steps · Human approval
REQUEST ROUTEHUMAN APPROVAL INCLUDED
Incoming requestForm submission
Prepare contextAssigned agent
DOCPolicy library
APPCase system
Working responseDraft for review
✓
Person reviewsApprove or return
GATEConnected sources depend on configurationNext step stays with the assigned person
WORKING REQUEST
Retrieve relevant context, prepare a working response and route the next step to a person for review.
THE WORK BEHIND THE WORK01 02 03 04
Enterprise Work Rarely Happens in One Step
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.
AI Agent Orchestration, from Request to Review
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.
Available sources, integrations and output options depend on configuration. Review work before relying on it. Related workflow: AI presentation creation and enhancement.
An Agentic Workflow, with the task kept in view.
Configured enterprise workflows can coordinate supported steps across sources and tools, with the next action visible to the responsible person.
A REQUEST IN SEPARATE STEPS
People bridge each hand-off
A multi-step task can involve collecting information, checking context and preparing a response across different parts of an organisation.
- Request details may need to be gathered before work can begin.
- Relevant context can sit in connected sources or systems.
- The responsible person needs a clear point to review and continue the task.
FLUID AI WORKFLOW
Configured steps with human review
A workflow can connect defined steps around a task; available sources, integrations and actions depend on configuration.
- Receive a request and gather the information configured for that task.
- Prepare a working response using available context.
- Keep review and decisions with the assigned person where the workflow requires them.
Workflow fit, available sources and controls depend on configuration. Compare the approach against your task and review outputs before relying on them.
See AI Agents for Business and Workflows in Action
Tools & MCP
Connect agents to enterprise systems through MCP and act within guardrails, with actions logged.
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.
AI Orchestration, with Defined Permissions
Enterprise agents
Use Fluid AI as an AI agent builder for configured enterprise workflow automation, with supported tools and information sources.
MCP-connected tools
Use Model Context Protocol (MCP) to connect agents to supported enterprise systems within configured permissions.
Connected workflows
Use AI orchestration to coordinate supported steps and ask questions about connected information in 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.
No output is guaranteed to be complete or accurate. Check relevant source material and results.
Autonomous AI Agents? Keep Human Decision Points
Enterprise AI agents for government and PSU teams should fit approved source access and review policies. For an incoming request, Fluid AI can gather the submitted details, retrieve available context and prepare a working response. The assigned team member checks the result and determines the next step.
Understand the request
Collect the request and supporting information needed for the configured task.
Bring in available context
Use connected sources and supported workflow steps to prepare a working response.
Leave the decision visible
The assigned person reviews the response and decides whether to continue, revise or stop.
Illustrative only. A person checks the relevant source, output and next step before it is used.
Your work. Your requirements.
Every organisation has its own security and governance requirements. Evaluate them against the proposed deployment and configuration.
Deployment shaped around your needs
Discuss hosting and deployment requirements with the Fluid AI team. Options depend on your environment and use case.
Access configured for the workflow
Define source access, permitted actions, approval points and escalation paths with your team; the available controls depend on the deployment and workflow design.
Reviewable work and context
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.
Security review with your team
Review architecture, data handling and security requirements with Fluid AI during evaluation.
FAQ
Frequently Asked Questions
Answers about ai workflow automation & enterprise agents.
START A CONVERSATION
Find a Workflow Worth Automating
Talk to Fluid AI about a repeatable task and the systems it depends on.
FLUID AI / AI WORKFLOW AUTOMATION & ENTERPRISE AGENTS