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Key Personnel

How to review AI-recommended Key Personnel staffing in Proposals V3, including confirming candidates, Bench setup, and proposal alignment.

Written by Matt Miller

Overview

The Key Personnel feature shows the required roles from the solicitation, matched against your people. Only confirmed personnel count toward your staffing commitment.

Key Personnel is generated automatically as part of the Kickoff Package workflow, the third item built after the Compliance Matrix and Win Themes. NextStage AI reviews the RFP requirements against the resumes in your Personnel Bench and makes a recommendation for each role. It's up to you to confirm the recommended candidate, or assign someone else.

At the top of the page you'll see:

  • Roles: total number of key personnel roles identified

  • Committed FTE: FTE currently covered by Confirmed personnel

  • Required FTE: total FTE the RFP specifies (or "—" if the RFP does not specify a number)

From the Solicitation

This section shows what the RFP specifies for key personnel overall, under General Requirements. This can include:

  • A note on which roles are explicitly enumerated in the RFP (some solicitations only name certain roles, e.g., Course Instructor(s), with no project manager, technical lead, or QA roles specified)

  • Citizenship requirements

  • Security clearance requirements

  • Location/place-of-performance requirements

Each requirement links to its Sources and can be Edited. A Related requirements link shows how many compliance matrix requirements tie back to this section, and expands to show them.

Roles to Staff

Each role card shows the role title and current staffing (e.g., "1 / 1 FTE (100%)"), along with:

  • Responsibilities What the role is expected to deliver, extracted from the solicitation.

  • Staffing Any detail on headcount, e.g., whether the RFP specifies an exact number of personnel or uses general/plural language.

  • Location Where the role must be performed.

  • Security Clearance Clearance level required for the role, if any.

  • Qualifications

    • Education requirements

    • Experience requirements

    • Security Clearance requirements

    • Citizenship requirements

  • Related requirements A linked table of the specific Compliance Matrix requirements tied to this role, showing ID, requirement text, Type (e.g., SOW), and Section. Each row can be previewed (eye icon) or removed from the role (X icon).

Each role card includes Sources, Edit, and Delete (trash icon) actions.

Assigned Personnel

Below each role's requirements, the Assigned Personnel table shows who is currently assigned:

  • Personnel: name of the assigned person

  • Resume: linked resume file, viewable or replaced via upload

  • FTE: allocation for this assignment, editable

  • Status: Confirmed or Candidate, changeable from a dropdown

  • Assigned By: who made the assignment

  • Actions: edit or delete (trash icon) the assignment

Two buttons let you add personnel to a role:

  • Recommend personnel: asks NextStage AI to review the role's requirements against your Personnel Bench and suggest a match

  • Assign Personnel: manually select someone from your Personnel Bench to assign to the role

Only personnel marked Confirmed count toward the role's committed FTE.

Candidates you're still evaluating should stay in Candidate status until you're ready to commit them to the proposal.

Adding a Role Manually

If a role wasn't captured automatically, or you need to add one, click Add role at the top of the page and define the role title, responsibilities, FTE, location, security clearance, and qualifications directly. Align any manually added role with the solicitation's actual Key Personnel requirements.

Marking Key Personnel as Reviewed

Once you're satisfied with all roles and confirmed assignments, check the Reviewed box at the top of the page. Move to the next item (Past Performance, Technical Solution, or Proposal Outline) by selecting it in the left-hand navigation panel.

How This Information Is Used

Key Personnel assignments support:

  • Proposal Outline development

  • Pink Team Draft generation

  • Staffing section creation

  • Qualification alignment with solicitation requirements

Best Practices

  • Keep your Personnel Bench current, resumes and certifications should be up to date before Kickoff Package runs. Access the Bench anytime via the Personnel / Resumes icon in the main left navigation menu, outside the proposal workspace

  • Review each AI-recommended candidate rather than confirming by default, especially where more than one qualified person could fill a role

  • Leave personnel as Candidate status until you're ready to commit them, since only Confirmed personnel count toward committed FTE

  • Align any manually added roles with solicitation-defined Key Personnel requirements

  • Confirm all assignments before generating the Pink Team Draft

Expected Outcome

A fully defined staffing structure with aligned roles and confirmed personnel, ready to support proposal development and draft generation.

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