Turing frontier
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The domain experts frontier labs need. On your timeline, without the overhead.

Turing sources, vets, and provides elite domain experts across medicine, law, finance, STEM, and more, so your team stays focused on the work that matters. Unlike platforms where the talent behind your data is a black box, Turing puts verified experts directly in your hands.

100+
Domains Covered
6M+
Experts in the talent pool
expert talent pool
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Every discipline frontier research depends on.

From cardiologists and constitutional lawyers to quantitative researchers and PhD physicists, our network is built around the exact profiles frontier labs need to train and evaluate the next generation of models.

Finance & Economics
Investment bankers, portfolio managers, economists, and quantitative analysts with experience at leading financial institutions. Covers investment banking, private equity, macro research, and more.
Request talent
Finance & Economics
Software Engineering
Software engineers, architects, and ML practitioners with production experience across a range of languages, stacks, and systems. Ranges from individual contributors to principal engineers.
Request talent
Software Engineering
STEM Research
PhD and PhD-candidate researchers across physics, chemistry, biology, mathematics, and materials science. Includes faculty, postdocs, and research scientists from top-ranked institutions globally.
Request talent
STEM Research
Law & Policy
Attorneys, policy researchers, and regulatory specialists across constitutional, IP, criminal, corporate, and international law. Includes practitioners from top-tier firms and public sector backgrounds.
Request talent
Law & Policy
Medicine & Health
Attendings, residents, and specialists across cardiology, oncology, psychiatry, dermatology, and more. Includes MDs, DOs, PharmDs, NPs, and PhD researchers from leading academic medical centers.
Request talent
Medicine & Health
Arts, Media & Commercial
Journalists, producers, editors, and creative practitioners alongside operations managers, sales professionals, and commercial industry specialists.
Request talent
Arts, Media & Commercial
Trusted by the labs building frontier AI.
How It Works
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Tell us who you need. We handle the rest.

Internal sourcing takes months and pulls your team away from higher-priority work. And when expert quality degrades mid-engagement, you often don't find out until the data does.

01 - Share your request
Expert talent request
Tell us exactly who you need: domain, credentials, experience level, geography, volume, and timeline. We're built to fulfill highly specific requests, not just broad categories.
02 — Review your experts
Experts ready for selection
We surface a matched set of vetted experts based on your requirements. You can review and select individually, or let Turing's team choose.
CASE STUDY
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Domain experts delivered in 48 hours

A leading frontier AI lab needed a large, diverse pool of verified domain experts on a tight deadline. Here's how it came together.

Wednesday afternoon

1
Building the expert pool
A leading frontier AI lab brought Turing a request for experts across more than 30 domains and disciplines, ranging from manufacturing specialists to frontline law enforcement professionals.

Wednesday evening

2
Experts onboarded to Turing's platform
Turing mobilized a vetted pool of 1,200-plus domain experts. Every expert cleared Turing's adaptive AI video interview, customized to their background, along with full KYC, identity, AML, and compliance checks.

Quality was not traded for speed.

THURSDAY

3
Experts working through tasks
Experts worked through assigned tasks while receiving real-time performance feedback, driving consistent, high-quality output across every domain covered.

Friday, 12 PM PT

4
Delivered on time
The project was delivered on time without compromising quality. The engagement led directly to follow-on work with the same client.
1,200+
Vetted domain experts
30+
Domains and disciplines covered
<48h
From request to delivery

Experts work on your tooling, Turing's, or both.

PROFESSIONAL experts MANAGEMENT
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Professionally managed by people who have run these projects

We know your time is precious. Your engagement is managed by professionals who have experience from top-tier consulting firms and in enterprise delivery and AI operations. Our team has scoped, staffed, and shipped programs under very short timeframes.

Vetting Process
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Expert verification

Vetting flows can be configured per project and client requirement, so the signal you're evaluating against matches the exact profile you need.

Screening & Matching
Talent Intake and Filtering
  • Profile and experience screening across Turing's global talent pool
  • Role-specific filtering by skill, domain, credential, and availability
Vetting Flow Configuration
  • Vetting flows built to each role and project
  • Signal selection and sequencing tailored to assess the specific skills the engagement requires
Automated Testing
Coding Challenges
  • Algorithm and data structure tests across 18-plus languages
  • Real-world practical assessments calibrated to role
Task Evaluations
  • RLHF and SFT-style tasks
  • Data, evaluation, and annotation workflow assessments
Structured Skills Validation
  • Adaptive AI interviewer with domain-specific probing
  • Multilingual testing and knowledge verification
Expert Human Review
Deep-Dive Interviews
  • Expert reviewers conduct qualitative evaluations for complex or high-stakes roles
  • Used where automated signal alone is insufficient
Selective Escalation
  • Human judgment applied to high-impact, ambiguous, or edge cases
  • Escalation paths defined per project to preserve speed without compromising quality
world-class talent
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Elite Network

Source professionals across tech, finance, healthcare, law, creative, and more from 140+ countries.

Scott

Biology Expert | PhD. UCSF

Ensure models are trained and evaluated against scientifically accurate, domain-specific data.For AI teams building in healthcare, pharma, or life sciences, bring the precision these high-stakes applications demand.

Zaeem

Physics Expert | MS. NYU

Tackle complex simulations, scientific reasoning, and quantitative modeling with confidence. For companies in engineering, energy, or research, close the gap between domain accuracy and model performance.

Karla

Audio Expert | Boston University

Sound expertise is foundational for companies developing speech recognition, music generation, or sound-based AI products. Getting audio models right requires nuanced domain knowledge that general engineers rarely have.

Danilo

Engineering manager

To keep projects on track, align technical execution with product goals, unblock teams, and scale delivery, an engineering manager is indispensable. For companies moving fast, experienced engineering leadership is often the difference between shipping and stalling.

Hadi

Chemistry Expert | PhD. UIUC

Chemistry expertise supports model development with drug discovery, materials science, and advanced research tooling. Domain-accurate training and evaluation in these fields requires specialized knowledge that goes well beyond general scientific literacy.