TURINTIR / AI PLATFORM FOR RECRUITING

The market islarger thanyour search.

Turintir is an AI platform for recruiting that coordinates specialized agents to understand the role, map the market and test multiple search directions. It finds candidates a single search may miss and shows the evidence behind every recommendation. Your team decides who moves forward.

Built for the people responsible for difficult hires.

Turintir supports leaders, in-house talent teams and search professionals who need to identify scarce candidates across specialized talent markets with evidence—not guesswork.

  • 01Business & technology leaders

    Founders, CEOs, CTOs and other C‑level leaders

  • 02Internal hiring teams

    Hiring managers and talent teams

  • 03Search professionals

    Recruiters and headhunters

  • 04Recruitment partners

    Recruitment agencies and search firms

One role in. A ready-to-review shortlist out.

Turintir coordinates specialized AI agents to understand the role, map the relevant talent market, test multiple search routes and evaluate candidate evidence—then returns the strongest matches for human review.

Role Intelligence

Turn the brief into an approved hiring scorecard.

Turintir separates hard requirements from preferences, detects ambiguity and contradictions, calibrates seniority and surfaces what must be clarified before the search begins.

  • Must-have, important and additional criteria
  • Seniority, scope, location and exclusion logic
  • Material ambiguities surfaced for human approval

Market & Hiring Pattern Mapping

Understand where the right talent is likely to exist.

Turintir maps the relevant location, target companies, competitors, adjacent environments, titles and candidate pathways. When approved customer history is available, it also analyzes where similar successful hires have come from.

  • Country, location, company and talent-pool mapping
  • Competitor, adjacent-company and title clusters
  • Historical hiring patterns used as decision signals

Multi-Agent Search

Search the market from more than one angle.

Specialized search agents test multiple hypotheses, compare result quality, stop weak directions and expand the research when the strongest candidates are not yet good enough.

  • Multiple targeted search strategies
  • Quality and false-positive comparison across hypotheses
  • Recalibration based on evidence, not result count

Candidate Evaluation

Evaluate every profile against evidence.

Turintir compares each profile with the approved role and separates what is confirmed, contradicted and still unknown. Every recommendation shows why the person may fit and what a human should verify.

  • Confirmed, contradicted and unverified requirements
  • Experience, seniority, domain, recency, strengths and risks
  • Evidence, confidence and precise verification questions

Shortlist & Outreach

Choose the outcome you need.

Need two, three or five deeply researched candidates? Turintir concentrates on precision. Need a broader pool of thirty or fifty prospects? Turintir expands the research and shows the available market coverage. You decide who should be contacted.

  • Target output size controlled by the user
  • Ranked candidates with evidence and rationale
  • Human approval before external action

Control & Decision Memory

Carry the context into every next search.

Turintir remembers approved criteria changes, feedback, exclusions, search outcomes and candidate decisions inside the customer’s private workspace. It uses this context in later research without treating an old opinion as permanent truth.

  • Versioned role, criteria and decision history
  • Search, candidate and hiring-outcome memory
  • Dated, sourced and auditable observations
TTURINTIRROLE / 024
ILLUSTRATIVE PRODUCT WORKFLOW
ACTIVE ROLESenior Data Platform Engineer
Autonomous research active

ROLE CONTEXT

Senior Data Platform Engineer

Location
Warsaw / Hybrid
Environment
Financial or market-data environment
Experience
5+ years of relevant experience
2

material ambiguities surfaced before search

01MUST-HAVE
Production Python
Distributed data platforms
Kafka at scale
Warsaw hybrid
02IMPORTANT
Market or financial data
Platform ownership
03ADDITIONAL
Kubernetes
Incident response
Demo data · no real candidate identitiesRole → market → evidence → human decision

Great candidates are not hard to contact. They are hard to identify.

Turintir interprets the role, maps the market, tests every search direction and rejects false positives—so your team reaches the strongest candidates without spending weeks searching.

See how much sourcing time Turintir gives back.

YOUR SETUP

Weekly sourcing workload
MARKET
PLN

Senior headhunter rate for the selected market. Edit it to match your team.

WEEKLY SEARCH VOLUME20 roles

WHAT YOU GET BACK

TIME RETURNED93h 20m/ week
  • 404h/ month
  • 4,853h/ year
  • 93.3%of the workflow
WITHOUT TURINTIR100h
WITH TURINTIR6h 40m
VALUE RETURNED≈524,014 PLN/ year

Illustrative capacity estimate, not a payroll guarantee. Actual processing time varies by role, market and research depth.

COMPOUNDING RECRUITING INTELLIGENCE

EVERY SEARCH MAKES THE NEXT ONE BETTER.

Turintir retains what your team learns from every role—mapped companies, tested search paths, reviewed candidates and human decisions—turning individual searches into reusable market intelligence.

SHARED MARKET MEMORY

Companies, titles and talent pools already explored.

DECISION MEMORY

Who moved forward, who was rejected and why.

REUSABLE CANDIDATE INTELLIGENCE

Strong candidates and relevant evidence resurface when a future role calls for them.

Your recruiting knowledge stays with the business—not scattered across tabs, spreadsheets and individual recruiters’ heads.

Six specialized agents share one approved role, one evidence trail and one decision memory—before a human decides who moves forward.

One platform. Many specialized agents.

Turintir coordinates specialized agents around one approved role. Each owns a different part of the search, shares evidence and returns its work to one controlled decision flow. Together, they narrow the market to the strongest evidence-backed matches—before a human decides who moves forward.

ONE APPROVED ROLE SIX SPECIALIZED AGENTS ONE CONTROLLED ORCHESTRATION FLOW ONE EVIDENCE-RANKED SHORTLIST

Every recommendation comes with a reason.

Turintir does not ask teams to trust an unexplained score. It shows supporting evidence, contradictory information, missing data, confidence and the questions that should be verified by a human.

ANONYMIZED DEMO CANDIDATE

Candidate A

Warsaw · 8 years relevant · Market-data infrastructure
OVERALL ROLE FIT9.7/ 10
CONFIRMED MUST-HAVES
  • Production Python platform ownership
  • Kafka in high-throughput environments
  • Distributed systems experience
  • Warsaw hybrid availability
UNVERIFIED

Exact size and cadence of the candidate’s recent on-call rotation.

POTENTIAL RISK

The evidence supports platform ownership; the scope of incident leadership should be confirmed.

SOURCE EVIDENCE
01Public professional profile

Current role, responsibilities and technical evidence.

High confidence
02Company context

Environment, scale and relevance to the target role.

High confidence
03Role history

Experience recency, progression and scope.

High confidence
SUGGESTED INTERVIEW QUESTIONDescribe a recent production incident you led, the decisions you made and the follow-up changes you owned.
COMPANY EXCLUSION CHECKClear · 4 exclusions checked
HUMAN APPROVAL

Shortlist recommendation ready for review.

Approval required

Eight specialized AI recruiters for eight talent markets.

Recruiting an engineer is not the same as recruiting a lawyer, investment professional or commercial leader. Each TURINTIR system is designed around the companies, career paths, terminology, evidence and hiring standards of its field.

Hiring outside Technology & Engineering? Explore the TURINTIR system built for your talent market below.

Recover the time sourcing takes from you.

Turintir is designed to absorb a significant share of repetitive search work — from role interpretation and market mapping to search iteration and evidence-based profile review. The remaining work stays where it belongs: human review, candidate selection and approved outreach. Actual results vary by role, market and workflow.

SYSTEMREPETITIVE RESEARCH & SEARCH WORK
HUMANREVIEW, OUTREACH & JUDGMENT
CONTROLFINAL DECISIONS REMAIN HUMAN
Time returned
Measure the manual sourcing and profile-review hours removed from each role.
Market coverage
See which companies, hypotheses and sources were tested, expanded, rejected or exhausted.
Recruiter acceptance
Track which recommendations survive human review and why.
WHEN THE BRIEF MEETS THE MARKET

Before you search harder,read the market first.

  1. 01THE AVAILABLE POOLWho actually matches—and where.
  2. 02THE LIMITING CRITERIAWhat is creating the scarcity.
  3. 03THE NEXT DECISIONWhat to keep, change or verify.

Start with your real hiring problem.

Tell us what you are hiring for, how many people you need and what makes the search difficult. We will review the problem with you, recommend the appropriate scope and discuss pricing during a short conversation.

  • One real hiring problem
  • The number and type of hires you need
  • A scope designed around your workflow
  • Clear pricing before any paid engagement

Illustrative Turintir business case — based on the current calculator settings

Put 4,853 hoursback into hiring decisions.

At the current illustrative settings, Turintir could return 93h 20m every week—specialist recruiting capacity worth approximately 524,014 PLN a year.

Specialized agents do the search work. Your team keeps the candidate conversations, judgment and every final decision.

The estimate measures returned time only. It excludes the value of the private market intelligence Turintir retains after every approved search.

One real role. One working day. No paid commitment.

START WITH A DIFFICULT ROLE

Bring us the role that resists the obvious search.

Tell us what you need to hire and where the search is getting stuck. We’ll review the brief, identify the right TURINTIR system and propose a controlled next step.

WHAT HAPPENS NEXT
  1. We review the mandate

  2. We identify the right system

  3. We return with a controlled next step

A useful first conversation starts with the work—not a product pitch.
01 — The role
01 — THE ROLE

Define the mandate.

Start with the work. TURINTIR will route it to the right intelligence system.

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