Insights | Agile Gruppen

Writing a CV that AI reads – and that still convinces people

Written by Hilde Lekven | Jun 25, 2026, 11:07:01 AM

A year ago, the advice was simple: keep your CV to two pages at most. Today, that advice is outdated. The reason is that the first thing to read your CV is rarely a person – it is a machine. Here is what has actually changed in executive recruitment, how we at Agile Interim use artificial intelligence throughout the process, and how to design your CV so that it is read correctly by both AI and the client.

In brief

  • AI reads, indexes and matches your CV before an adviser sees it.
  • A CV no longer needs to fit on two pages – include all your results, especially from the last ten years.
  • A machine-readable format determines whether you are found: a simple single-column layout, standard fonts and searchable text.
  • On urgent assignments with a 48-hour guarantee, a technical match between your CV and the role specification can decide whether you are put forward.
  • An up-to-date profile in our database is the easiest way to be found and notified of relevant assignments.

How has AI changed the recruitment process?

AI has moved the first screening from people to machines. In the past, a CV was first read by an adviser. Today, it passes through a layer of technology before it reaches a person: databases index it, search engines match it against assignments, and language models summarise and compare candidates.

The consequence is twofold. Speed and accuracy have increased sharply. At the same time, a strong candidate can be overlooked if the machine cannot read the document correctly. The content may be excellent, but if the format prevents machine reading, it is never assessed.

How does Agile Interim use AI in recruitment?

We use AI throughout the process, but always as a tool that supports our assessments – never as a replacement for them.

  • Search and matching: We use AI to search and structure our database, so that we can quickly find relevant profiles when an assignment comes in.
  • Background analysis: AI helps us summarise experience and spot patterns across an entire career, so that we can ask better questions in our interviews.
  • Structured assessment: In the selection, we combine this with recognised assessment tools and – most importantly – thorough, personal interviews.

The final assessment of a leader is always made by a person. At C-level, judgement, chemistry and context are things no model can replace.

What is a ‘fast lane’ in recruitment?

A fast lane is an accelerated process that we run by agreement with the client when an assignment is urgent. This is happening more and more often, especially on assignments where we have to deliver candidates within our 48-hour guarantee. We then carry out a technical analysis of the CVs against the role specification and send those with the highest match straight to the client. In these cases, it is often the document itself that decides whether you go through – which is why an up-to-date, machine-readable CV is more important than ever.

How long should your CV be in 2026?

Your CV can be considerably longer than before. The two-page rule came about because a person cannot face reading any more. When AI does the reading and summarising, including everything matters more than being brief.

Include all the results you have achieved, and be particularly thorough about the last ten years. What the machine cannot see, it cannot match you on either. A role, a result or an area of expertise left out is a match you will never get.

How to write the content so that AI understands it

  • Use clear, standard headings such as ‘Experience’, ‘Education’ and ‘Skills’. The machine looks for them.
  • List your experience in reverse chronological order, with clear dates, company, role and responsibilities.
  • Quantify your results. ‘Reduced costs by 18%’ says more than ‘contributed to cost reductions’ – to both people and models.
  • Use relevant keywords from the role and the industry, and ideally write out both the abbreviation and the full term, for example ‘CFO (Chief Financial Officer)’.
  • For interim assignments: be specific about the duration, the mandate and what you actually delivered.

How to design your CV so that it can be machine-read

  • Keep it simple and clean, in a single column. Tables, text boxes and multi-column layouts look attractive, but often confuse machine reading and can jumble the order.
  • Use standard fonts such as Arial, Calibri or Times New Roman.
  • Do not put important information, such as contact details, in the header or footer. Write it in the body of the document.
  • Avoid placing key information inside images, logos or graphics. What the machine cannot read as text effectively does not exist for it.
  • Save it as a Word document (.docx) or as a PDF with searchable text – not a scanned PDF, which is in reality an image.

A simple rule of thumb: if you can select and copy all the text in your CV with the mouse, the machine can usually read it too.

Checklist for an AI-friendly CV

  • One column, no tables or text boxes
  • Standard font and searchable text (.docx or text-based PDF)
  • Contact details in the body text, not in the header or footer
  • Standard headings
  • Experience in reverse chronological order, with dates
  • Quantified results
  • Relevant keywords, with abbreviations written out
  • All results included, especially from the last ten years

Frequently asked questions

Does AI read my CV before a person does?

Yes. In most recruitment processes, your CV is indexed and matched by technology before an adviser sees it. The format determines whether the content is read at all.

How long should a CV be?

There is no longer a fixed page limit. Include all relevant results, especially from the last ten years, as long as the content is relevant and specific.

Which file format should I use?

Use Word (.docx) or a PDF with searchable text. Avoid scanned PDFs, which are images and cannot be machine-read.

Should I use a designed CV template with columns and graphics?

Be careful. Advanced templates with several columns, tables and graphic elements look attractive to people, but often confuse machine reading. A clean, single-column layout is the safest option.

How do I get found for relevant assignments?

Keep your profile up to date in the recruitment firm’s database and upload an up-to-date, machine-readable CV. You will then be visible in searches and can receive alerts about relevant assignments.

Keep your profile up to date – and we will find you

In the past, we only contacted the people who came up as matches in our database. The challenge is that very few people log in regularly to update their availability – and many would actually prefer to get an alert from us when we have open assignments that suit them. An up-to-date profile solves both.

Written by Hilde Lekven, Managing Partner at Agile Gruppen. Agile Gruppen is one of Norway’s leading specialist firms combining interim management and executive search exclusively at C-level. Through Agile Interim and Agile Executive Search, we cover the entire leadership transition – from the urgent interim manager who has to be in place tomorrow to the permanent senior executive or board candidate who will lead the business forward. That means one partner throughout the process, not a baton handover in a vulnerable phase. We operate nationwide.