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Bala Madhusoodhanan
Bala Madhusoodhanan

Posted on AI-assisted

From Work Evidence to Career Narrative: Using Work IQ to Strengthen Your CV and LinkedIn

Intro:
In the first article in this series, we explored a career question many of us face:

“Am I really changing careers—or am I already building toward an adjacent role?”

The answer is rarely found in a job title alone. Once you have used Microsoft 365 Copilot and Work IQ to identify credible evidence from your authorised work context, the next challenge is more practical:

“How do I translate that evidence into a CV and LinkedIn profile that makes sense to a recruiter?”

This is where many career pivots fail. People often make one of two mistakes:

  • They undersell themselves by describing only their old domain-specific responsibilities.
  • They oversell themselves by adding fashionable keywords they cannot defend in an interview.

The better approach is evidence-based positioning. Work IQ can help Copilot find relevant work evidence from permitted organisational context, while / references allow you to prioritise specific source material.

The Career Narrative Formula
A credible career-transition story has three parts:

For example:
I am a delivery and transformation leader with deep operational expertise. My transferable strengths are enterprise governance, platform strategy, stakeholder alignment, and scaling adoption. I am now applying those strengths to lead cross-functional strategic initiatives.

That is very different from simply claiming you are a "Strategy Executive" if you do not have the title. The first statement is credible because it connects real experience to a deliberate future direction.

Step 1: Rewrite CV Bullets with Evidence—Not Memory
Most CV bullets start with tasks:

  • Managed a project
  • Supported implementation
  • Participated in workshops
  • Led governance meetings

These statements are not wrong, but they do not tell a recruiter what changed because of your work. A stronger structure is: Action → Task → Result → Business Impact

Prompt: Rewrite CV Bullets Using Work IQ Evidence

Act as a hiring manager for the target role.

Use the Work IQ experience in Microsoft 365 Copilot to find relevant evidence from my authorised work context, including project documents, meeting recaps, emails, Teams conversations, and available business metrics.

Prioritise the files I attach with /, including:

/Current_CV.docx

/Target_Job_Description.docx

/[Insert Major Project/Review Document here]

Rewrite my CV bullet points using this structure: Action → Task → Result → Business Impact

For every rewritten bullet:

use only evidence found in the referenced items or authorised work context;

never invent metrics, technologies, outcomes, or leadership scope;

identify the evidence source;

emphasise transferable capabilities directly relevant to the target role (e.g., cross-functional leadership, specific methodologies, stakeholder influence, or technical acumen);

flag any bullet where the evidence is too weak to make a credible claim.

Return the output in a table: Original CV bullet | Evidence found | Rewritten CV bullet | Relevance to target role
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Original CV bullet Rewritten CV bullet Relevance to target role
Managed system integration project Led cross-functional delivery for a core transformation initiative, aligning distinct departments to establish a scalable operating model and resolving resource bottlenecks. Demonstrates cross-functional leadership, transformation delivery, and stakeholder alignment.
Supported governance meetings Governed strategic vendor relationships and internal compliance discussions, defining strict performance metrics that improved service delivery and accountability. Demonstrates enterprise governance, risk management, and service level oversight.

Notice what this does not do: It does not invent a percentage saving, and it does not replace domain expertise with vague buzzwords. It simply makes the transferable value visible.

Step 2: Find Missing Keywords—But Do Not Stuff Them In
A target job description might ask for capabilities like roadmap development, change management, or platform thinking. Your CV might not contain those exact terms, but that does not automatically mean you lack the capability.

Step 3: Build an Authentic Professional Summary
A professional summary is not a list of generic claims. It should answer:

  • Who are you now?
  • What value do you bring?
  • Why does your experience transfer?
  • What direction are you moving toward?

Stakeholder feedback can be particularly valuable here because it captures how other people experience your contribution.

Prompt: Create a Professional Summary Using Work IQ Evidence

Act as a recruiter, hiring manager, and executive career coach.

Use the Work IQ experience in Microsoft 365 Copilot to review my authorised work context for evidence of leadership impact, stakeholder influence, innovation, cross-functional collaboration, technology adoption, delivery outcomes, and feedback from colleagues and leaders.

Use the items I attach with / as priority sources:

/Current_CV.docx

/Target_Job_Description.docx

/Performance_Review.docx

selected stakeholder feedback or recognition emails

Write five professional CV summaries tailored to the target role.

Each summary must:

be 3–4 sentences;

position me accurately as a career switcher, credible adjacent candidate, or direct match;

reflect transferable strengths supported by evidence;

avoid vague phrases such as “hardworking,” “results-driven,” or “team player”;

avoid claiming experience that is not evidenced.

After each summary, explain the career narrative it uses and the evidence supporting it.
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Example Summary:
"Transformation and delivery leader with experience translating complex operational challenges into scalable, governed solutions. Brings strengths in strategic planning, global stakeholder alignment, platform governance, and innovation delivery. Positioned to help organisations bridge the gap between strategic intent and practical, scalable adoption."

Step 4: Translate Your Story to LinkedIn
Your LinkedIn profile should not simply copy your CV. Your CV is designed for a specific role, while your LinkedIn profile should make your direction understandable to a broader audience of recruiters, hiring managers, and professional communities.

Prompt: Build a LinkedIn Profile with Work IQ-Supported Evidence

Act as a LinkedIn personal-branding strategist and recruiter.

Using my target role, current CV, and evidence from my authorised work context available through the Work IQ experience in Microsoft 365 Copilot, create an accurate LinkedIn profile that positions me for my target career move.

Use the items I attach with / as priority sources. Identify evidence of enterprise leadership, cross-functional collaboration, transformation, governance, stakeholder influence, and continuous learning.

Then rewrite my:
LinkedIn headline
About section
Experience descriptions
Skills section
Make the language natural, credible, and recruiter-search-friendly. Do not overstate expertise if my evidence is primarily in strategy, governance, or adoption.
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Example output
"Enterprise Transformation Leader | Driving Scalable Delivery, Strategic Governance & Cross-Functional Innovation"

This does not deny your current domain expertise. It simply makes the next chapter visible.

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