FORGE BY TURINTIRTECHNOLOGY & ENGINEERING

Give FORGEthe role.Get back your week.

FORGE interprets the role, maps the relevant talent market, tests multiple search directions and returns an evidence-ranked shortlist. You decide who moves forward.

See how FORGE works
FORGE / SEARCH LATTICE SYSTEM ACTIVE
FORGE LENSMap. Test.
Recalibrate.
OUTPUT / HUMAN REVIEWEvidence-ranked shortlist

Strengths · gaps · risks · questions

mapped market supporting evidence needs verification

Illustrative market model

01 / MARKET DEPTHHuman judgment stays in control

The role is open. The obvious search has run out.

For founders, CEOs, CTOs, Heads of Engineering, hiring managers, talent teams, recruiters and search firms who cannot afford to confuse more profiles with better candidates.

Difficult searches rarely fail because nobody typed the right query. They fail when the brief is ambiguous, the strongest talent sits behind unfamiliar titles and every new profile is judged by a slightly different rule.

THE SHIFTFrom repeated sourcing to a learning search system.

FORGE does the search. People make the hire.

One continuous workflow turns changing role context into a defensible recommendation.

  1. 01

    Role Intelligence

    Turn the brief into an approved hiring scorecard.

  2. 02

    Market & Hiring Pattern Mapping

    Understand where the right talent is likely to exist.

  3. 03

    Multi-Agent Search

    Search the market from more than one angle.

  4. 04

    Candidate Evaluation

    Evaluate every profile against evidence.

  5. 05

    Shortlist & Outreach

    Choose the outcome you need.

  6. 06

    Control & Decision Memory

    Carry the context into every next search.

Not a prompt and an answer. A search that improves as evidence arrives.

Follow one illustrative role from scorecard to market map, evaluation, shortlist and decision memory.

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

FORGE 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.

FORGE 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.

FORGE 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.

FORGE 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? FORGE concentrates on precision. Need a broader pool of thirty or fifty prospects? FORGE 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.

FORGE 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
FFORGEROLE / 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

One search. Six specialist perspectives.

FORGE delegates the work to focused agents, reconciles their findings and presents one coherent, evidence-ranked result for human review.

Enough clarity to act. Enough evidence to challenge it.

01

An approved hiring scorecard

Must-haves, preferences, exclusions and ambiguities—made explicit before the search compounds them.

02

A view of the real talent market

Relevant companies, adjacent titles, transferable environments and the search paths worth testing.

03

A shortlist you can defend

Ranked candidates with strengths, gaps, risks, source-backed evidence and precise questions to verify.

04

The next action—under your control

Specific outreach drafts and a visible decision trail. Nothing external happens without human approval.

The same system. A different bottleneck removed.

01

CTO / HEAD OF ENGINEERING

Stop trading engineering time for search time.

Turn technical nuance into a market strategy before interviews begin—without asking your strongest engineers to screen another pile of loosely matched profiles.
02

HR / TALENT

Show the business what the market is actually saying.

Bring evidence to calibration: where the talent sits, why a profile fits, what remains unknown and when the brief—not the recruiter—needs to change.
03

FOUNDER / CEO

Keep the critical role moving when capacity is tight.

FORGE expands research capacity without hiding the logic. Your team keeps the hiring decision; the system keeps the search moving.
04

RECRUITERS / SEARCH FIRMS

Research deeper. Present with more conviction.

Test more of the relevant market, compare every profile consistently and give clients a clear rationale—not a longer list.

Automation with visible ownership.

FORGE can work persistently without hiding criteria, evidence or external action from the people accountable for the hire.

  1. 01

    Humans approve external actions

  2. 02

    Scoring is explainable

  3. 03

    Criteria changes are visible

  4. 04

    Sources are traceable

  5. 05

    Companies and candidates can be excluded

  6. 06

    Outreach limits can be controlled

  7. 07

    Activity is auditable

Three useful answers.

Is FORGE another sourcing database or search tool?+

No. Search is only one part of the work. FORGE structures the role, maps the market, tests competing search hypotheses, evaluates profile evidence and preserves the decisions that shape the next pass.

Does FORGE make the hiring decision?+

No. FORGE recommends and explains. People calibrate the role, approve external action, interview candidates and make the hire.

Can we start with one difficult role?+

Yes. Early-access pilots begin with one real technology or engineering role, agreed success criteria and a defined approval workflow.

EARLY-ACCESS PILOTS

Bring us the role that has resisted the obvious search.

We will define the brief, the approval points and what a useful result must look like before FORGE begins.

FORGE / FREE ONE-DAY PILOT

One role. One free FORGE day.

Give FORGE one real role and we run one research cycle around your brief.
You see exactly what it returns — with no paid commitment.

HIRING PROBLEM · STEP 1 OF 2

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