How to check availability and propose a project with the AI Sales agent

First published on August 25, 2026 ,  updated on September 4, 2026

Overview

The AI Sales agent helps you assess and plan the delivery of an opportunity. It gives you insight into whether the resources needed to execute the project are actually available, and helps you create a project based on the information recorded on the opportunity.

This article explains what the agent does, how to use it, and what to keep in mind.


Checking resource availability with Suggest bookings

Once a description of the deliverables and the activities needed to deliver them have been recorded on the opportunity, you can trigger the Suggest bookings action. Where relevant, the agent also takes required skills into account when determining which resources match the work.

  • The deliverables, including what is delivered and by when

  • The activities needed to deliver each deliverable, including the period over which the work takes place

Based on this information, the agent analyses whether suitable resources are available in the proposed period:

  • If suitable resources are available, the agent proposes the corresponding opportunity bookings.

  • If they are not, the agent indicates for which alternative period the required resources would be available, so you can adjust the opportunity timeline or the proposal accordingly.

This gives sales a fast, reliable answer to “can we actually deliver this, and when?” without manually checking the resource planning.


Turning the opportunity into a project proposal

The second assist builds on the same deliverables and activities used to check resource availability, and additionally uses the invoicing method recorded on the opportunity:

  • The deliverables, including what is delivered and by when

  • The activities needed to deliver each deliverable, including the period over which the work takes place

  • The invoicing method, e.g. fixed price, time and material, or subscription

VOGSY interprets this information and maps it to a work breakdown structure (WBS): a project, deliverables, activities, and estimated hours. The agent also creates the calculation lines for the project, based on the activities and hours, and allocates the booked resources to it. The agent presents this as a proposal; after your approval, the project is created from it.

Together, these two assists let sales move from a promising opportunity to a resourced, structured project plan without manually building the WBS or checking availability by hand.


Tuning the assist instructions

The instructions behind both assists can be changed in the AI config section of the back office. VOGSY provides default prompts for the assist that creates opportunity bookings and for the assist that creates a project, and these can be adjusted to match your organization's own preferences and terminology.


What the agent uses as input

Both assists work from information recorded in the opportunity description. Suggest bookings uses a description of the deliverables, including when each is delivered, and the activities needed to deliver them, including the period over which the work takes place, and, where relevant, the skills required for the work. Suggest WBS project uses that same information, plus the invoicing method (fixed price, time and material, or subscription). Documents, comments, notes, emails, and any bookings already on the opportunity are not yet taken into account.


How to use it

Suggest bookings

  1. On the opportunity, describe the deliverables and when each is delivered.

  2. Record the activities needed to deliver them, including the period over which the work takes place.

  3. Optionally, record the skill or seniority level required for the work.

  4. Trigger Suggest bookings to have the agent analyse resource availability and propose opportunity bookings.

  5. If resources are not available in the proposed period, review the alternative period suggested by the agent and adjust the timeline or proposal as needed.

Suggest WBS project

  • On the opportunity, also record the invoicing method (fixed price, time and material, or subscription).

  • Trigger Suggest WBS project to have the agent map the opportunity information to a project proposal.

  • Review the agent's WBS proposal, the project, deliverables, activities, and hours mapped from the opportunity information.

  • Approve the proposal to create the project.


  • Human in the loop


    As with all VOGSY AI features, the AI Sales agent works on a “human in the loop” principle. Every proposal, from the WBS to the opportunity bookings, is a suggestion for you to review, adjust, and confirm. Nothing is created without your approval.


    Frequently asked questions

    Does the agent look at anything besides the opportunity information?

    Not yet. Both assists work from what's already recorded on the opportunity: the deliverables and their timelines, and the activities needed and the period over which they take place, plus, where relevant, required skills. Suggest WBS project additionally uses the invoicing method. Support for documents, comments, notes, emails, and existing bookings is on the roadmap.

    What happens if the required resources aren't available?

    The agent tells you this is the case and suggests an alternative period in which the required resources are available, so you can adjust the proposal or the opportunity timeline accordingly.

    Does the agent create the project automatically?

    The agent proposes the project, its deliverables, activities, and estimated hours based on the opportunity information. The project is only created once you approve the proposal.

    Who can use the AI Sales agent?

    Anyone with the rights to edit the opportunity. See VOGSY's roles and permissions documentation for how editing rights are configured.

    Do I need to activate anything before I can use the AI Sales agent?

    The AI Sales agent is part of VOGSY AI, and is only available once AI has been activated for your VOGSY environment. If you don't see the Suggest bookings or Suggest WBS project actions on an opportunity, check with your administrator whether VOGSY AI has been enabled for your organization.