Lyron
HR

Applicant Tracking & Recruiting Workflows

Every application becomes a case – whichever channel it arrives through – acknowledged within minutes, with a booking link instead of an email thread and rejections that do not sit unanswered. Who is suitable is still decided by your people.

Context

The bottleneck is rarely the shortlist

Applications arrive from four directions: through the form on the careers page, through a job portal, as an email to somebody's personal address, and as a word-of-mouth referral passed on by a colleague. None of these routes is wrong, but none of them keeps a list. As long as one role is open and one person is screening, a spreadsheet carries the process. With three vacancies running at once and two people involved in each, the status of a candidate lives in an inbox, and anyone who wants to know it has to ask.

The real difficulty, though, is not collecting but handing over. Most of the days in a hiring process are spent between “HR has it” and “the hiring manager has read it” – the manager is on site or with a customer, and the application is an attachment in a forwarded email that carries no deadline. Seen from outside, nothing happens in that time: no interim message, no interview date, no named sender to chase. The candidates you lose are not the ones you turned down, but the ones who signed elsewhere while they were waiting.

So we measure the waiting time at each stage first and count applications second. An automation that sorts faster but leaves the handover to the department untouched only pushes the queue further back. What gets automated is everything around the decision: the intake, the acknowledgement, the deadline, the interview slot, the rejection and the deletion. The assessment itself stays with people – not out of caution, but because it cannot be written as a rule without losing exactly what matters.

Use cases

Which vacancies are worth running this way

We start with the type of role you advertise most often and that has the clearest minimum criteria. Further roles later share the same intake and the same deadlines.

Most common starting point

Ongoing vacancies for skilled staff

The most common starting point: fitters, care staff, schedulers, accounts. Few applications, each one counts – what decides the outcome is your response time, not pre-selection.

Evergreen vacancySkilled tradesResponse time

Apprenticeships and placements

Many applications within a few weeks, together with clear minimum criteria such as qualification, period and location. Here the workflow carries the volume, because the formal check is unambiguous.

Intake yearWork placementBulk rejection

Speculative applications

No vacancy, no case, no owner – which is why they stay in the inbox. With a case record and a talent pool they become findable again the next time you hire.

SpeculativeTalent poolConsent

Temporary and seasonal staff

High volume, short decisions, often over the phone. What counts is being reachable: a slot offered the same day instead of a reply the following week.

SeasonalTemp coverFast track

Referrals from your own staff

Referred candidates come out of a conversation and rarely reach a system. With the source on the case record it stays traceable who referred whom and whether a bonus is due.

ReferralSourceBonus

Several sites and recruitment agencies

The same person applies through two portals and an agency. Without duplicate detection you run three processes for one candidate – and send three different answers.

DuplicateSiteAgency
Example

Where applications sit and wait

An example process for one vacancy: the funnel shows how many candidates pass each stage, how long they wait there and who makes the next move.

52applications for one role 17days to the signature 4candidates withdrew themselves
  1. Received

    under 1 hour

    52 acknowledged4 channels, 3 duplicates merged

    Automatic. Acknowledgement with a named contact and a deadline you can keep. If a required detail is missing, it is chased once.

  2. HR screening

    2 days

    19 through33 rejected12 of them automatic

    Person. HR checks the documents and the required details. A rejection only goes out automatically when a stated minimum requirement is missing.

  3. Hiring manager

    6 days

    longest wait

    8 invited9 rejected2 withdrew

    Person. The manager gets a task with a deadline, not a forwarded email: after 3 days the workflow reminds them, after 5 HR sees the overrun.

  4. Interview

    4 days to the slot

    3 shortlisted4 rejected1 withdrew

    Automatic. A booking link built from the free time of everyone involved, plus invitation and reminder. The rejection after an interview is written by a person.

  5. Offer

    5 days

    1 hired1 rejected1 withdrew

    Automatic. With the signature the closing rejection goes to every case still open, and onboarding starts.

Which rejections go out automatically

TriggerWhat happensMode
Minimum requirement missing Standard rejection the next day, with a pointer to the talent pool. Applies only to details that are stated in the advert and asked for in the form. automatic
Rejection after screening The text is ready, HR releases them as a batch. One look at the list is enough, nothing has to be written. sign-off
Rejection after an interview Nothing. Anyone who came in gets a call or a message written by the hiring manager. never automatic
Role has been filled Closing rejection to every open case on that vacancy, on the day the contract is signed. automatic

Then the retention clock starts. Documents are deleted after the period agreed with you; only candidates who have explicitly agreed to join the talent pool are kept longer.

runs automatically a person decides candidate is out candidate withdrew

The third stage is the one that matters. Nobody there is waiting for the software to decide, they are waiting for a person – and that is exactly where you lose the candidates who are in conversation elsewhere.

Figures, deadlines and waiting times come from a single example vacancy and are set together with you. Which rejection goes out automatically and which one somebody signs is your decision, not the system's.

How it works

From application to decision

  • Collect every application in one place

    Careers form, application inbox, forwarded portal mails and referrals all run into one intake. Attachment and form become a case with role, source, contact details and consent; duplicates are spotted by email address and name and merged.

  • Acknowledge receipt and check the documents

    Within a few minutes an acknowledgement goes out – with a named contact and a deadline you can actually keep. If a required detail or a certificate is missing, the workflow chases it once instead of passing an incomplete application on.

  • Hand over to the hiring manager

    The manager gets a task with a deadline instead of a forwarded email: the CV, the minimum requirements from the advert and two buttons for interview or rejection. After three days without a response the workflow reminds them, after five the overrun appears on the HR overview.

  • Offer a slot instead of negotiating one

    As soon as the department says yes, the candidate gets a booking link showing the times that are genuinely free for everyone involved. Invitation, room or video link and reminder are created automatically; a cancellation releases the slot straight away.

  • Decide, reject, delete

    After the interview the feedback is captured in a structured form, so the decision does not sit in three inboxes. Standard rejections run to your rules, personal ones are prepared and sent by a person – and when the case closes, the retention clock starts.

Impact

What changes day to day

Today

  • Applications sit in four inboxes and a spreadsheet
  • Two weeks pass between receipt and the first reply
  • The hiring manager gets an attachment, not a task
  • Interview slots are found over several rounds of email
  • Rejections are left lying, some never go out at all

With a guided process

  • Every application is a case with role, source and status
  • The acknowledgement goes out within minutes
  • The manager has a task with a deadline and a reminder
  • Candidates book slots that are genuinely free for everyone
  • Standard rejections run, personal ones are ready to send
Limits

Where the process runs into its limits

Recruiting looks like a volume problem and is usually a decision problem. We clarify these four points before we quote:

  • With only a handful of hires a year it does not pay off. If you fill two or three roles a year and get ten applications for each, you do not have a queue, you have a manageable task – and that does not need a €1,900 automation. The benefit starts with several vacancies running in parallel, or as soon as more than two people are involved in the process. Below that you are mainly buying a rule set that wants maintaining.
  • Pre-selection by AI is not a decision. A language model can structure CVs, check the stated requirements and propose an order – it cannot judge whether somebody fits the team. The EU AI Act treats systems that filter applications or score candidates as high-risk, which brings obligations that increase the effort considerably. So we build the pre-sorting as a reasoned suggestion and never as an automatic rejection.
  • The workflow cannot force a decision. A task with a deadline reminds, escalates and makes visible where something is stuck – the hiring manager still has to do the assessing. If screening stalls in the department, the automation only shows that more clearly than before. It is a management question, not a technical one, and it gets uncomfortable before it gets better.
  • A fast process does not replace an attractive offer. If a vacancy draws three applications in a quarter, the bottleneck is visibility, pay, shift pattern or location – not the sequence of steps. We do not place adverts, we do not do active sourcing and we do not write your job ads. The automation only makes the real reason visible sooner.
Systems

Fits your HR work

Personiorexx systemssoftgardenMicrosoft 365Google WorkspaceSharePointIndeedLinkedInn8n
Scope and price

Scope and price

The entry price covers one vacancy with your deadlines, texts and rejection rules. What moves the price, we say before the quote.

from €1,900 one-off
  • One intake for every application channel, with duplicate detection
  • A case per application: role, source, documents, consent, status
  • Acknowledgement and a single chase for missing details
  • Handover to the department as a task with deadline and reminder
  • Slot booking with invitation, reminder and cancellation link
  • Rejection templates with sign-off, closing rejection and retention deadlines
  • Documentation, handover session and 30 days of support

What increases the price

  • Several vacancies with their own minimum criteria and rejection texts
  • Connection to an existing HR system instead of your own list
  • AI-assisted pre-sorting with a reasoned order
  • Several sites or legal entities with separate access rights
  • Handover into hiring: draft contract, signature and onboarding start

Several vacancies, connecting an existing HR system and a reasoned pre-sorting typically land in the range of our Workflow Advanced package from €2,490. We quote the binding fixed price after the intro call.

All prices excl. VAT · operation and further development optionally via a support package

Included

What you get

  • Production applicant workflow

    Set up from intake to rejection and run through with the applications from your last vacancy

  • Overview with waiting times

    Who is waiting where and since when – as a list HR can read without asking anyone

  • Text blocks and rejection rules

    Which rejection runs automatically and which one somebody signs, documented and changeable later

  • Training for HR and hiring managers

    How an application is handed over, what happens when a deadline passes and how somebody enters the talent pool

Questions & answers

Frequently asked questions about applicant tracking

No. A language model reads the documents, structures them, checks the requirements stated in the advert and proposes an order with reasons. Nobody is filtered out by it, and a rejection is never produced from a score. The EU AI Act classes systems that filter applications or rate candidates as high-risk – one more reason to leave the assessment with trained people.
We do not build a second applicant tracking system alongside it. If Personio, rexx or softgarden is already in the house, we build on it: bundle the channels, add deadlines and tasks, coordinate interviews, control rejections and retention periods. If your system can already do all of that and simply has not been set up, we will say so in the intro call – the job is then considerably smaller.
In practice four to six months after the process closes is the usual figure, because German equal-treatment law gives a rejected applicant a window in which to raise a claim. We build the monitoring and the automatic deletion; the exact period you set with your data protection adviser. Keeping documents longer is only possible with explicit consent, and that consent has to remain revocable. We do not give legal advice.
Two cases: when a minimum requirement from the advert is missing and was asked for in the form, and when the role is filled and every open case is closed. Everything in between is prepared as a finished draft and released by HR. After an interview no automatic rejection goes out at all – that stays a phone call or a message somebody has written.
Typically HR systems such as Personio, rexx or softgarden, plus Microsoft 365 or Google Workspace for mailbox and calendar and SharePoint or Teams for the documents. Portals such as Indeed, StepStone or LinkedIn we connect either through the application inbox or through their interface. What matters is less the individual product than the question of which system holds the binding status of a case. We clarify that in the intro call.
For one vacancy with your deadlines and your texts, two to three weeks is realistic. We begin with a dry run on the role you last filled: the workflow calculates when each message would have gone out, but sends nothing. Only when that list is right does a real vacancy go live. Further roles then share the same rules.

How long does an application wait with you?

In the free intro call we go through your last vacancy: how many applications came in, how long each stage took and at which point candidates dropped out. Afterwards you know whether your bottleneck is in the process – or somewhere else.

Book a free intro call
Practical guide

Where automated applicant tracking creates value in everyday work

Applications are captured centrally, moved transparently through the process and supported with coordinated communication and scheduling.

Three concrete operating scenarios to compare with your own process.
01

Capture complete applications

Documents, role, source and consent are assigned to one clear application record.

02

Coordinate interviews

Availability, participants, invitations and reminders are organised together.

03

Make communication reliable

Receipt, status and next steps are communicated consistently and on time.

A strong fit when …

People-related tasks repeat, several teams are involved, and deadlines or access rights must be coordinated transparently.

  • You handle recurring application tasks using repeatable rules.
  • The intake, target system and accountable business role can be named clearly.
  • Exceptions are allowed to remain visible and move to people deliberately.
Transparent potential estimate

Estimate time savings with your own volume

The calculator uses 12 minutes today and 3 minutes after automation as fixed example assumptions. It does not replace process analysis.

Illustrative estimate based on the visible assumptions — not a guarantee.

33Hours per month
396Hours per year
Additional measures after launch Completed tasks Cycle time Overdue steps
Frequently asked questions

What decision-makers should know before starting

How does automated applicant tracking work in practice?
An application arrives through a form, portal or approved inbox. The workflow then validates the required data, runs approved steps and routes exceptions to the responsible person with context.
Which systems can be connected?
Typical integrations include HR-System, Microsoft 365, Teams, Calendly, DocuSign. The decisive factors are a stable interface and clearly defined ownership of each data field, not a specific tool.
Which tasks deliberately stay with the team?
Suitability decisions, sensitive assessment and rejection reasons remain with trained people; AI may only structure and prepare.
How is the automation introduced?
HR, IT and the business team define required steps, owners and sensitive data fields together before a limited pilot starts. A tightly scoped first process typically takes 2–5 weeks; scope, interfaces and approvals determine the actual plan.
How can the benefit be measured?
Before implementation we record volume and current handling time. After launch we also compare Completed tasks, Cycle time, Overdue steps. The calculator on this page is a transparent estimate, not a promise.
Content reviewed on 26 July 2026 About Lyron AI