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What is AMI in Sense Workplace?

Overview of what AMI (Sense AI) is, how it works across Sense Workplace, and how to use its agents and AI features effectively

Sense AI — also known as AMI (pronounced “Ah-Mee”, as in Miami) — is the intelligent assistance layer within the Sense Workplace ecosystem.

AMI is designed to help users analyse data, automate tasks, and generate useful outputs across multiple products, including HR, ATS, and Presence.

It works alongside users to improve efficiency, reduce manual effort, and support better decision-making — while keeping users in control of outcomes.


What AMI can do

AMI agents support a wide range of tasks depending on the product and data they are connected to, including:

  • analysing workforce, attendance, and operational data

  • generating and refining document content

  • processing payroll documents such as payslips and P11Ds

  • reviewing expense claims against company policy

  • supporting recruitment workflows such as interview preparation and candidate evaluation

  • analysing task and activity data from operational systems

Each AMI capability is designed to support a specific workflow using the data available in that part of the system.


How AMI works

AMI operates as a combination of:

  • AMI workspace agents (specialised agents you can select in the AMI workspace)

  • Embedded agents (contextual AMI features embedded within products)

Each is designed for a specific type of task and uses only the data available to the user.


AMI workspace agents

AMI includes a dedicated workspace where users can select and interact with specialised agents.

Access via:

Product switcher > AMI

Each agent is designed for a specific purpose and uses data from a particular product area.

Examples include:

  • Doc Sender (HR)
    Sends document templates to employees for signing or review using filters such as department or location

  • HR Calendar (HR)
    Analyses attendance, work patterns, anomalies, and time off

  • Payroll (HR)
    Validates, processes, and uploads payroll documents such as payslips and P11Ds

  • Quizzy (ATS)
    Generates pre-screening interview questions based on job requirements

  • Interviewer (ATS)
    Conducts structured interviews, evaluates responses, and records results

  • TechTasksTracker (Presence)
    Provides analytics and insights on task activity, performance, and anomalies

  • General Assistant
    Answers general questions that do not require access to system-specific data

Each agent can clearly define:

  • what it can do

  • what data it can access

  • how it supports a specific workflow

🖊️ Note: Some AMI workspace agents also appear as shortcuts in the relevant product. For example:

  • HR Dashboard > Documents > AMI icon → Payroll agent

  • HR Dashboard > Calendar > AMI icon → HR Calendar agent

🖊️ Note:

Some AMI workspace agents (such as Doc Sender) are provided as library workflows and must be installed and deployed via Sense Automate before they are available.

See the documentation for each agent for specific setup requirements.


Embedded agents (contextual AMI features embedded in products)

AMI is also built directly into specific features across Sense Workplace products.

These features are accessed from within the relevant module and are designed to work automatically with the data and workflow in that area.

Some contextual AMI features may open the AMI workspace to perform the analysis, while others operate directly within the product interface.

Examples include:

  • Reports (HR) → Analyse with AMI

  • Document templates (HR) → Document drafting with AMI

  • To Do > Expense claims (HR) → policy-based validation during approval (Expenses with AMI)

  • Vacancies > Summarise (ATS) → summarises key information about a job vacancy

🖊️ Summary Note:

Contextual AMI features are not independently selectable agents. They are triggered from specific areas of the system and use the relevant data and context automatically.


How AMI is accessed

Depending on the task, you can access AMI in different ways:

  • From the AMI workspace (AMI workspace agents)
    Product switcher > AMI → select an agent

  • From within a product module
    For example:
    • HR → Reports → Analyse with AMI
    • HR → Settings → Documents → Document drafting with AMI
    • HR → To Do → Expenses with AMI
    • ATS → Vacancies → Summarise with AMI
    • HR → Documents / Calendar → AMI agent shortcuts

Some shortcuts open the dedicated AMI workspace with the relevant agent auto-selected, while others provide embedded AI functionality within the feature.


How AMI works with data

AMI operates within Sense Workplace’s security and permission model.

This means:

  • AMI only accesses data the user is authorised to view

  • each agent uses data from its relevant product area (e.g. HR, ATS, Presence)

  • Agents do not directly share or transfer raw data between each other

  • outputs are generated from available system data or user-provided inputs (such as uploaded files)

Some agents (such as Payroll or Interviewer) rely on data provided during the interaction, while others analyse existing system data.


Working with agents in AMI

When using the AMI workspace, you can select one or more agents to work together within the same conversation.

Each selected agent contributes based on its role and the data it has access to. This allows you to combine different capabilities to complete more complex tasks.


Using multiple agents together

In some cases, selecting multiple agents can help you achieve better results.

For example:

  • Use HR Calendar Event Insights to identify employees with specific attendance patterns or anomalies

  • Then use Doc Sender to assign a document or follow-up action to those employees

By combining agents, you can move from insight → action within a single workflow.

💡 Tip:

If you are unsure which agent to use, you can select multiple agents and ask your question — each agent will respond based on its capabilities.


Understanding conversation context

Each AMI conversation keeps context from previous messages.

This means:

  • agents use earlier prompts and responses to inform their answers

  • follow-up questions can build on previous outputs

If you want to start fresh without previous context influencing the response, select:

+ New chat

This is useful when:

  • switching to a different task

  • testing a new prompt

  • avoiding earlier responses affecting results


Reusing successful prompts

When you achieve the result you need in a conversation, you can ask AMI to provide the full prompt or instructions used to generate that output, then copy and save it to your own files for future use.

While you can revisit previous conversations using the sidebar, saving prompts separately makes them easier to reuse, standardise, and share with other administrators or managers.

This can be useful for:

  • recurring or scheduled tasks

  • repeated analysis or reporting

  • standardised tasks

For example, you might ask:

  • “Show me the full prompt used to generate this result”, or

  • “Give me the full prompt used to generate this result in code”

You can then copy and save this prompt for reuse when needed.

💡 Tip:

Saving and reusing prompts can help ensure consistent results while reducing the time and token usage required for repetitive tasks.


Your responsibility when using AMI

AMI is designed to assist with tasks, not replace user responsibility.

Users remain responsible for:

  • reviewing generated content (especially legal or contractual wording)

  • confirming actions before processing data

  • ensuring outputs are accurate and appropriate

  • making final decisions based on AMI results

🖊️ Important:

AMI provides assistance and recommendations, but all final responsibility remains with the user.


Best practice

  • Use clear and specific instructions when interacting with AMI

  • Select the correct agent or feature for your task (click Save changes to apply)

  • Review all outputs before taking action

  • Ensure underlying data (e.g. templates, policies, reports) is accurate

  • Use AMI to support decision-making, not replace it

💡 Tip: If you’re unsure what an agent can do, what it has access to, or how to use it, you can ask it directly.

Most agents can explain their capabilities, data access, and guide you through the task step by step.


Understanding AMI usage (tokens)

AMI usage is measured in tokens, which represent the amount of text processed during interactions.

  • Input tokens — the text you enter

  • Output tokens — the response generated by AMI

  • Your total usage is the combined total of input and output tokens

As a guide:

  • 1 token is roughly 4 characters or ¾ of a word in English

You can monitor your usage using the token indicator in the AMI workspace, shown as a percentage with a progress bar (e.g. Used tokens 25%)

Each user has a monthly token allowance, which resets automatically each month.

If you reach your limit, AMI may prompt you to contact Sense Workplace Support to request additional usage.

🖊️ Note:

Token usage helps manage system performance and ensures consistent availability across all users.


Availability

AMI features are available depending on your organisation’s subscription plan.

  • General Assistant is available on all plans

  • Document template assistant (AMI in the editor) is available on Professional, Elite, and Enterprise plans

  • Advanced AMI workspace agents and workflow-enabled AMI features (such as Payroll agent, HR Calendar agent, Doc Sender agent, and Analyse with AMI) are available on Elite and Enterprise plans

🖊️ Note:

Access to specific AMI features and the data they use is also controlled by user roles and permissions. Administrators have full access, while other roles may have limited access depending on configuration.


Basic troubleshooting

If AMI is not behaving as expected, the following are common causes:

Issue

Possible cause

AMI option not visible

Feature not included in your plan or restricted by access roles

Incomplete or limited results

Missing or incomplete underlying data

Unexpected or incorrect output

Prompt is unclear or lacks sufficient detail

💡 Tip:

If you’re unsure how to phrase your request, try rewording your prompt with more detail, or ask the agent for guidance.


Summary

AMI is the intelligent assistance layer within Sense Workplace that helps automate and support tasks across multiple products, including HR, ATS, and Presence.

It works through:

  • AMI workspace agents

  • Embedded agents within product modules

By using AMI effectively, organisations can improve efficiency, reduce manual work, and gain faster insights — while maintaining full control and oversight.


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