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Advisory agents: AI-powered guidance embedded directly into the user workflows

Guided execution, built into every workflow. Advisory agents operate within invent.ai’s AI-decisioning platform, delivering real-time explanations and guidance so users can understand what they're seeing and take action without leaving the platform.

Turn retail intelligence into action

Retail operations slow when guidance isn't available in context.

Advisory agents provide contextual explanations, workflow guidance and knowledge exactly when and where users need it.

By embedding guidance directly into the platform, they explain what users are seeing, what it means and what to do next, so execution continues without interruption.

What retailers gain with advisory agents:

  • Real-time guidance embedded directly within workflows
  • Faster interpretation of KPIs and system outputs
  • Reduced reliance on documentation, training and support
  • Faster onboarding and knowledge sharing across team
  • Clear next steps at every stage of the workflow
  • Faster access to answers and guidance

Advisory agents replace hesitation with clarity, enabling faster and more consistent retail execution.

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How advisory agents work

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Context → Guidance → Understanding → Action

 

Advisory agents operate directly within the interface, interpreting what users see and do in real time to deliver clear, actionable guidance.



01

Interprets

Understands the active screen, including KPIs, data, filters and workflow stage.

02

Context awareness

Identifies what the user is trying to accomplish and where they are in the process.

03

Explains

Clarifies system outputs, metrics and parameters so users understand what they are seeing.

04

Guides

Surfaces relevant next steps and available actions based on the current workflow.

Why choose advisory agents?

Most systems provide information but leave interpretation to the user. Advisory agents embed guidance directly into the workflow so users can act with clarity and confidence.

 

  • Context-aware explanations tied to the active screen
  • Reduced need for external documentation or support
  • Faster onboarding and adoption across teams
  • More accessible explanations of data and workflows
  • Immediate access to relevant guidance
  • Improved speed and confidence in decision-making

How advisory agents support every retail workflow

Advisory agents ensure that users understand what they are seeing and what to do next at every step of execution.

They continuously:

  • Explain KPIs and performance metrics in context
  • Clarify system outputs and parameters
  • Guide users through workflows and configurations
  • Highlight available actions based on real-time context
  • Reduce delays caused by uncertainty or validation needs
  • Support consistent execution across planning and operational teams

By embedding guidance directly into the platform, advisory agents remove friction between understanding and action.

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Guidance embedded in every decision

Advisory agents bring contextual guidance directly into retail workflows, helping users interpret what they are seeing and take the right next step without leaving the system.

They understand the active context—screens, KPIs and workflow stage—and translate complexity into clear, actionable guidance. Instead of requiring users to interpret data on their own, they enable teams to access contextual guidance that supports more informed decision-making.

By embedding explanations and guidance directly into the user experience, advisory agents reduce friction, reduce reliance on external documentation and support resources, and help teams access answers and guidance more efficiently.

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Guidance that supports execution

Advisory agents bring real-time clarity into retail workflows, helping teams interpret data, navigate processes and take action without disruption.

 

Operating continuously within the platform, they adapt to user context and provide relevant explanations and guidance at every step. This reduces reliance on external support, improves consistency and accelerates onboarding and access to knowledge across the business.

 

By turning information into contextual guidance, advisory agents enable retail teams to find answers faster and navigate workflows more efficiently.



More revenue. Better margins.
Get retail decisions right. Every time.