Freelance recruiters

More than an AI notetaker
for freelance recruiters

Interview, assess and send professional candidate reports faster, without the unpaid admin hours in between.
The brief, the CV, a bot-free live transcript and AI in one workspace.Prepare each project fast · Interview with live context · Report 50-80% faster
Designed for compliance with:GDPREU AI ActCCPA/CPRA
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Bot-free live transcriptonline · face-to-face · phone

Trusted by recruiters and search teams from

Kure Search logoHR Hints logoVoyagu logoRestfully logoSowelo Consulting logo
←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 reports
Drafted from transcript, notes, CV & JD
6-in-1
One interview workspace
JD, CV, questions, transcript, notes & AI
30-60 min
Per detailed client report*
Instead of about 2 hours
*Based on the Restfully case study
Software for freelance recruiters

Paid for the shortlist. Not for the hours of admin.

As a freelancer you run the whole process yourself: the brief, the interviews, the notes and a report for every client. ReCo keeps the brief, the CV, the live transcript, your notes and AI in one workspace, so the time between the interview and the invoice gets shorter.

Today:FirefliesChatGPTPDFCVDOC

The interview is done. The unpaid part starts now.

  1. Collect the brief, the CV and your notes from email, Drive and a notebook.
  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 report for each client in Word.
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 or the report.
  • CVs are anonymized automatically before AI processing. The transcript is yours to edit.
  • Reports follow your own structure, tone and format for every client.
More than an AI notetaker

One workspace for every client project

Each client brings a different brief, process and report format. A notetaker captures the call. ReCo is where you prepare, interview and write the report for each project, with no ATS rollout and no IT setup.

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
Software for freelance recruiters, by job

The tools a freelance recruiter actually needs

Most freelance recruiters run two or three tools. Here is what each one does and where ReCo fits. With ReCo, the separate notetaker and AI chat for candidate interviews are no longer needed.

  1. 01

    Sourcing

    Typical tools
    • LinkedIn Recruiter

    Finding and approaching candidates for each project.

  2. 02

    Candidate tracking

    Typical tools
    • The client ATS
    • A spreadsheet or simple CRM

    Many freelancers work in the ATS of their client or keep their own list. ReCo works alongside either, with nothing to migrate.

  3. 03

    Interviews, assessment and the client report

    Typical tools
    • ReCo

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

  4. 04

    General meeting notes

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

    Recording and summarizing meetings. 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 reports 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 each project fast, keep the right context visible in every interview, and write up from the same evidence.

01Before the interview

Set up each client project in minutes

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 in the project.

02During the interview

Stay with the candidate, not with your notes

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 report while the shortlist is fresh

Choose which sources feed each part of the report, write or regenerate any paragraph, and export it in your format or the format of your client.

Two kinds of output

A short candidate note or a detailed competency report

Some clients want a quick update, others a full report. Both start from the same interview.

Quick update

A candidate note in minutes

Fit, gaps, motivation and logistics in a short note. At Restfully, notes went from about 20 minutes to 5-10, with more candidate information.

Detailed report

A competency report in your format

Evidence for each requirement, in your structure and tone. At Restfully, a competency report went from about 2 hours to 30-60 minutes.

See the Restfully case studyJustyna Sulwestrzak, Owner | HR & Lead Operations Partner
What a freelance recruiter does with ReCo

AI for freelance recruiters, from brief to report

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.

📝 Client reports

A report, not a summary.

ReCo drafts the candidate note or the competency report from the sources you choose: the transcript, your notes, the CV, or only your own comments. It follows your structure and tone, 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 or theirs. Export an editable Word document with your branding or the branding of your client.
Justyna Sulwestrzak
Justyna Sulwestrzak
Owner | HR & Lead Operations Partner

How Restfully Creates Precise Competency Reports in 30-60 Minutes Instead of 2 Hours

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 a new client 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.
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
Look professional to every client

A consistent standard, without a team behind you

Clients compare your reports with what agencies send. ReCo gives a solo recruiter a repeatable way of working for every project.

01

Your format, every time

Reports follow your structure and branding, or the format of your client, and export to Word.

02

A ready answer on data

When a client asks how you use AI with candidate data, point to automatic CV anonymization before AI processing. The transcript is yours to edit, and no audio or video is stored.

03

No prompting skills needed

Fit analysis, follow-up questions, feedback messages and the report are one click away, loaded with the role, the CV and the conversation.

04

Shortlist sooner

Notes and reports are drafted from the interview itself, so candidates reach the client while the conversation is still fresh and the project closes faster.

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 every client and candidate: responsible AI use is how ReCo works, not another policy to write yourself.

  • 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 you approve every report.
Independent recruiter customer storyRestfully logo
"Here, the reports are precise, and the tone is formal, without unnecessary embellishment."
Justyna Sulwestrzak
Justyna SulwestrzakOwner | HR & Lead Operations Partner, Restfully
Read the full case study
5-10 minPer candidate note, instead of about 20, with more information
30-60 minPer competency report, instead of about 2 h
~75 minSaved per detailed report
3 → 2Tools used per workflow
Questions freelance recruiters ask

Software for freelance recruiters: FAQ

Interview volume, report formats, several clients, data handling 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.

No credit card required · Start your trial in minutes