A database with workflow, or software that reads CVs
A traditional applicant tracking system is a database with workflow tools. It stores CVs, moves candidates between stages, sends templated emails and produces reports. That is useful. What it usually does not do is understand what is written in a CV, so the reading stays with the recruiter.
This article describes the difference, who benefits from the newer approach and who should stay where they are. Hireo is our product, so weigh our view accordingly.
What a traditional ATS leaves to you
For each candidate, the typical flow is: the CV arrives, the system extracts a few fields (sometimes wrongly), and a recruiter corrects the details, tags skills, works out experience and compares the person with the job. All of that happens before any real evaluation. Multiplied by a few hundred applicants, the work is mostly data entry.
Matching is often by keyword. "Python developer" matches only if the CV says so. Good candidates drop out for using different wording, and CVs written to hit keywords rise.
What changes when the software reads the CV
Software that reads the CV extracts roles, dates and skills into a structured profile, works out years of experience from the work history rather than from a summary line, and matches by meaning. A CV that says "Lead Software Developer, Python and Django" is recognised as a senior Python profile even though the exact words "Senior Python Engineer" never appear. Each match comes with the reasons for the score, so a recruiter can agree or disagree.
In Hireo a CV is read in about 22 seconds at the median, and 9 in 10 within 30 seconds. Each extracted field has a confidence level, so the uncertain ones are marked for a person to check instead of sitting unnoticed. Duplicate candidates are detected by email.
Who benefits
- Agencies. Branded client CVs, an anonymised option and a review link for clients come from the same structured data. Pricing is per seat, not per job.
- Teams with large applicant volumes. Reading is the part that scales worst with people.
- Smaller teams. There is no implementation project. We set up your account with you on a short call.
- Technical hiring. Related technologies and experience levels matter, and a keyword filter misses both.
Who should stay with a traditional ATS
- Large organisations with a working enterprise system. Switching costs can outweigh the gain. Consider trying a newer tool on one team or one hiring project first.
- Heavily regulated hiring. If you need specific audit trails and workflows, check each requirement against what the vendor offers before you commit.
- Very low volume. If you hire a handful of people a year, a manual process may be fine.
What to ask a vendor
- Show me the parser on my own CVs. Judge speed, accuracy and skill extraction on files you actually receive.
- How does matching work, and do I see the reasons for a score?
- What happens to candidates who do not match? They should remain searchable.
- Can I export my data in full?
Be careful with claims of "AI-powered" that come with no demonstration, no explanation of a match decision, or pricing per placement or per candidate, which can set the vendor's incentives against yours.
What is the main difference between a traditional ATS and a newer one?
A traditional ATS records and tracks, and leaves reading, evaluating and matching to the recruiter. A newer one also parses the CVs, extracts skills and matches candidates to jobs, so less typing and sorting falls on the recruiter.
Is this kind of software suitable for small teams and startups?
Often yes. Hireo's pricing is published and per seat, and there is no long implementation. Check whether the features you need are in the plan.
How accurate is automated CV parsing compared with manual review?
On standard PDF and Word CVs, Hireo's field accuracy is about 95% in BetterQA's own use. It reports a confidence level for each field, so corrections go where they are needed.
Can I switch from a traditional ATS without losing candidate history?
Hireo can import candidates from spreadsheets and checks for duplicates by email. How long a move takes depends on the size and shape of your data, and we plan it with you on the setup call.
Want to see it on your own CVs? Get started, book your setup call: a short setup call, then 14 days free.
Written by the Hireo team.
Built by BetterQA. Hireo is built by BetterQA, a software testing company in Cluj-Napoca. BetterQA is ISO 27001 certified, a NATO NCIA supplier, and rated 4.9 on Clutch.