Recruitment agencies

Recruiting agency software
for the interview stage

One workspace for the interviews your recruiters run every day, from the brief to the candidate summary your client reads.
The brief, the CV, a bot-free live transcript and AI in one workspace, next to your ATS.Prepare once per role · Interview with live context · Write summaries 50-80% faster
Designed for compliance with:GDPREU AI ActCCPA/CPRA
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←Tomasz Kowalski
4/7/2026, 01:12 PM
Call language:
1
/ 2
−130%+
Fit
Anonymized for AI · Designed for GDPR/AI Act compliance
TOMASZ KOWALSKI
Product Manager
[email protected]•linkedin.com/tomasz.kowalski86•Warsaw, Poland
Summary
Senior Product Manager in B2B fintech and SaaS, strongest in onboarding, KYC, account activation, and regulated product work. Background combines engineering roots, platform/product experience, and growing leadership scope across complex cross-functional environments.
Experience
Senior Product Manager
Revolut Business
2021 - Present
Owns onboarding, KYC, and business account activation flows for SME customers. Works across engineering, risk, and design on API-based products and helped improve completion while reducing manual reviews.
Product Manager
PKO BP
2018 - 2021
Led product work across payments, onboarding, and internal banking workflows. Translated compliance and operational requirements into roadmap priorities and delivery decisions.
Associate Product Manager
Facebook
2015 - 2018
Supported internal platform and workflow tools used by cross-functional teams. Focused on stakeholder alignment, rollout coordination, and improving data visibility in day-to-day product operations.
Business Analyst
ING Bank
2013 - 2015
Worked on internal banking workflows and requirements gathering across operations and technology teams. Built the foundation for later product work in regulated, process-heavy environments.
Skills
Product discovery, roadmap ownership, B2B fintech, payments & KYC, regulated environments, API-based products, Agile delivery, stakeholder collaboration, and structured prioritization across engineering, risk, and business.
Education
SGH Warsaw School of Economics — Master's Degree in eBusiness, 2013 - 2015. Adam Mickiewicz University in Poznan — Bachelor's Degree in Finance / Business / Economics, 2010 - 2013.
Languages
Polish — Native. English — Proficient.
Context-aware AI · right where you work
Press Enter to send, Shift + Enter for new line
50-80%
Faster candidate summaries
Drafted from transcript, notes, CV & JD
6-in-1
One interview workspace
JD, CV, questions, transcript, notes & AI
+4-6h
Back every week*
*For recruiters running 10+ interviews a week; more or less, depending on how detailed the write-ups are
Recruiting agency software for the interview stage

Fewer tabs per interview. One way of working for the whole agency.

Agency recruiters run 10-20 interviews a week and write a summary after each one, often 20-35 minutes of copying between the ATS, notes, Drive, the CV and ChatGPT. ReCo keeps the brief, the CV, the live transcript, your notes and AI in one workspace, so the summary starts from the evidence you already have.

Today:FirefliesChatGPTPDFCVDOC

The interview ends. The summary starts in five other tabs.

  1. Search the ATS, Drive and your notes for the brief and the CV.
  2. Export the transcript from the notetaker.
  3. Paste it into ChatGPT, Claude or Gemini together with the CV.
  4. Explain the role and the client again, then fix the prompt.
  5. Remove personal data by hand before it goes to AI.
  6. Format the summary for the client and copy it back into the ATS.
WithReCo

You interview the way you already do, and the work itself builds the context.

  • Online, phone and face-to-face interviews stay in one workspace, with the same candidate context.
  • The brief, CV, your questions and notes sit next to the live transcript.
  • One click turns that context into a fit analysis, follow-up questions, a feedback message or the summary.
  • CVs are anonymized automatically before AI processing. The transcript is yours to edit.
  • Summaries follow the structure and branding of your agency, ready for final recruiter review.
More than an AI notetaker

Recruitment agency software for the interview stage

Your ATS or CRM runs jobs, candidates and the pipeline: Bullhorn (including Invenias), Recruitee, JobAdder, Traffit, eRecruiter and similar. A notetaker captures the call. ReCo is where the interview, the assessment and the candidate summary happen, alongside the tools you already use. It does not replace your ATS.

01 / Sourcing

Finding candidates

There you search, identify, and reach candidates.

Sourcing tools
LinkedIn RecruiterSourceWhaleSeekOuthireEZ
03 / Store and track

Managing the
process & database

There you store candidate information, manage relationships, and track the hiring process.

ATS and recruitment CRM
BullhornGreenhouseLeverWorkable
Recruiting agency software, by job

The software an agency runs, layer by layer

Recruiting agency software covers very different tools. Here is what each layer does, which tools agencies typically pick for it and where ReCo fits. With ReCo, the separate notetaker and AI chat for candidate interviews are no longer needed.

  1. 01

    ATS and CRM

    Typical tools
    • Bullhorn (including Invenias)
    • Recruitee
    • JobAdder
    • Traffit
    • eRecruiter

    Jobs, candidates, clients and the pipeline. ReCo works alongside it, with nothing to migrate.

  2. 02

    Sourcing

    Typical tools
    • LinkedIn Recruiter

    Finding and approaching candidates. The people you shortlist then move into the interview stage.

  3. 03

    Interviews, assessment and the candidate summary

    Typical tools
    • ReCo

    The brief, CV, questions, a bot-free live transcript, your notes and context-aware AI in one workspace, ending in the summary or report your client reads.

  4. 04

    General meeting notes

    Not needed with ReCo
    Typical tools
    • Fireflies
    • Otter
    • Fathom
    • Granola

    Recording and summarizing meetings across a company. For candidate interviews, ReCo transcribes the conversation itself, so a separate notetaker is not needed.

  5. 05

    General AI chat

    Not needed with ReCo
    Typical tools
    • ChatGPT
    • Claude
    • Gemini

    Writing summaries from a pasted transcript and CV. Chat with ReCo already knows the brief, the CV and the interview, and CVs are anonymized automatically before AI processing.

One continuous workspace

Before, during and after every candidate interview

A notetaker only shows up for the call. ReCo works before, during and after it: prepare once per role, keep the right context visible in every interview, and write up from the same evidence.

01Before the interview

Prepare once for every candidate in the role

Build one Session Guide per role with the requirements and assessment criteria, and Guide Notes with the questions for each of them. It loads automatically for every candidate you interview.

02During the interview

Stay with the candidate, not with your tabs

The CV, brief, guide, your notes, a bot-free live transcript and context-aware AI stay on one screen, whether the interview is online, on the phone or face to face.

03After the interview

Send the summary while the call is fresh

Choose which sources feed each part of the summary, regenerate any paragraph, and export it in the structure and branding of your agency.

Two ways agencies work

Many short summaries, or fewer detailed reports

The workspace is the same in both cases; the output follows what your client expects.

Fewer, deeper reports

2-3 detailed reports a week for shortlisted candidates

Each shortlisted candidate gets a full report with evidence per requirement, in your structure and branding. A detailed report takes 50-80% less time than writing it by hand.

What an agency recruiter does with ReCo

AI for recruitment agencies, from brief to summary

ReCo already knows the role, the candidate, your guide, your notes and the conversation, so the work you repeat for every candidate is ready without copying context or writing a prompt.

📝 Candidate summaries

A summary your client can use, not a transcript.

ReCo drafts the candidate summary or the full report from the sources you choose: the transcript, your notes, the CV, or only your own comments. It follows the structure and branding of your agency, and every sentence stays editable.

  • ✔️ Sources per section. Transcript, your notes, CV, job description or Guide Notes, chosen block by block.
  • ✔️ Edit in line, regenerate one paragraph. Write a section yourself or rewrite one paragraph without touching the rest.
  • ✔️ Your letterhead. Export an editable Word document with the agency or client branding.
Piotr Lewandowski
Piotr Lewandowski
Talent Business Partner

How HR Hints Saves 5+ Hours a Week Without Sacrificing Interview Quality

Read the full story →
Illustration of ReCo's real-time transcription feature, showing a recruiter and candidate conversation turning into a structured report.
💬 AI that knows the role

Chat with ReCo, the AI that has read the brief and heard the interview

Ask what you would ask ChatGPT, Claude or Gemini, except ReCo already knows the brief, the CV and every word of the interview. Nothing to paste, no prompt to write.

  • ✔️ Job Role Insights. Get up to speed on an unfamiliar role before the first candidate call.
  • ✔️ Candidate-role fit analysis. Evidence, gaps and the criteria the interview did not cover, checked against the actual role.
  • ✔️ Follow-up questions and candidate feedback. STAR questions during the call and a tailored feedback message after it.
Mark Kure Hansen
Mark Kure Hansen
CEO & Senior Consultant

How Kure Search Cuts Recommendation Report Time from 1.5-2 Hours to 30-45 Minutes with Responsible AI

Read the full story →
Chat with ReCo interface showing context-aware AI assistance during an interview.
🎙️ Online, phone and face to face

One candidate story, wherever the conversation happens

Interviews happen online, on the phone or face to face. Each conversation gets a live transcript in the same workspace, with no audio or video stored.

  • ✔️ Online. Google Meet and Microsoft Teams in Chrome, with no bot joining the call.
  • ✔️ Face to face. Live transcription through your computer microphone. (Paid add-on, priced on usage.)
  • ✔️ By phone. A live transcript of the phone call, in the same workspace. (Paid add-on, priced on usage.)
  • ✔️ In your language. English, Polish, German, Danish, Ukrainian and more.
ReCo live transcription for online calls, face-to-face meetings and phone calls
For agency owners and team leads

One standard every recruiter in the agency can follow

AI adoption breaks down when every recruiter picks a different tool, writes different prompts, handles candidate data differently and sends a different summary. ReCo makes the standard part of the work.

01

Apples to apples

Every recruiter interviews against the same criteria and guide for the role, so candidates are compared on the same evidence.

02

One report standard

Summaries and reports follow one structure and one letterhead, while each recruiter keeps their own judgment.

03

AI the whole team uses

Fit analysis, follow-up questions, feedback messages and the summary are one click away, already loaded with the CV, the role and the conversation. No prompting skills needed.

04

Running after one onboarding

A 30-60 minute onboarding is included, and data controls work from the first interview. Recruiters work in ReCo from their next interview.

A ready-made way of working with AI

The interview workflow you can hand to your team

Not a prompt library and not a promise to automate the agency: six building blocks around every interview that a new recruiter can follow from day one.

  1. 1

    Role brief and shared criteria

    Agree 3-5 criteria with the client and put them in the Session Guide, with what still needs confirming. One recruiter sets it up; everyone working on the role uses it.

  2. 2

    STAR questions for each criterion

    Guide Notes hold the questions about situation, task, action and result, assigned to each requirement in the Session Guide. Every interview is prepared the same way and stays repeatable across the team.

  3. 3

    The interview, in any channel

    Online, by phone or face to face. The transcript, CV and notes stay in one session per candidate.

  4. 4

    One documentation standard

    Evidence per criterion, gaps and open questions: a short summary for volume roles, a detailed report for shortlisted candidates.

  5. 5

    The recruiter stays in control

    Edit anything at any moment: write a section yourself, or let ReCo draft it from the sources you pick, such as the CV, your notes or the transcript. AI helps where it can and leaves room for your judgment where it should.

  6. 6

    Data protection built into the workflow

    Designed for compliance with GDPR and the EU AI Act: CVs are anonymized automatically before AI processing, and no audio or video is stored. The safeguards sit inside the steps, so nobody has to remember a separate set of rules for every interview.

ReCo covers the interview steps. Sourcing, scheduling and the pipeline stay in your ATS and the other tools you already use.

Automatic CV anonymization in ReCo before AI processing
Responsible AI use

Designed for compliance with GDPR, the EU AI Act and CCPA/CPRA

A data standard you can explain to clients and candidates: responsible AI use is how ReCo works, not another policy for every recruiter to remember.

  • Anonymize. CVs are anonymized automatically in your browser before AI processing. You can check and correct the result.
  • Edit. You can edit the transcript and remove a sensitive aside before AI uses it.
  • Minimize. No audio or video is stored. ReCo works from the transcript, and working files stay on your device.
  • Decide. You choose the sources for every output, and the recruiter approves every summary.
Recruitment agency customer storyHR Hints logo
"I spend less time on admin and more time on what actually matters - the conversation with the candidate."
Piotr Lewandowski
Piotr LewandowskiTalent Business Partner, HR Hints
Read the full case study
Also used bySowelo Consulting logo
~20 minSaved per interview on preparation and the summary
~5 hSaved per week
7 → 3Tools used per workflow
12-15Interviews a week, streamlined
Questions agencies ask

Recruiting agency software: FAQ

Straight answers on the ATS, ChatGPT, team adoption, data protection and price.

Pricing

From interview to recommendation. 50–80% faster.

Buying as:
Get ReCo for only:
€39
per license/month + VAT

Less than the cost of writing one recommendation report manually.

5+ licenses
Teams
Custom quote

The same workspace for the whole team, priced around its size.

Add-onPriced on requestFace-to-face meetings and/or phone callsCaptured through your computer mic and paid on top of the license.See our Privacy Policy and Terms & Conditions.
All current features included:
50–80% less time on reports and summaries — drafts from your transcript, CV, and role context
Real-time transcript, no bots joining the call — EN, PL, DK, DE, UA, and more
Context-aware AI, no re-explaining every time — knows the role, CV, and conversation
One workspace from prep to deliverable — JD, CV, transcript, notes, and output in one place
Private by design — CV blinding and transcript editing — data stays local, you control what gets processed
“
Piotr Lewandowski
Piotr Lewandowski
Talent Business Partner · HR Hints

Interview admin went from the heaviest part of the day to something that barely registers.

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