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For AI labs and frontier model teams

Building the Human Layer
for AI

Credentialed PhDs, MDs, JDs, and senior practitioners producing the domain-specific training, evaluation, and red-team data that general crowdsourcing can't.

431+ specialist fields·Human-reviewed applicants·Six-layer quality control

Standards we hold to

The quality bar every expert clears

Before they touch a billable task, every Pasiflora AI expert clears the same four bars.

0%
Credentialed
PhD, MD, JD, or senior practitioner
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Human-reviewed
before being invited to any project
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Bloom-trained
before any billable task
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Specialist fields
covered by our network
NVIDIA Inception Program

Pasiflora AI, an NVIDIA Inception program member.

Why Pasiflora

Today's frontier models were trained on the open web. The next generation needs something different: judgment from people who have spent careers practicing medicine, law, engineering, and finance.

Credentialed experts, not gig workers

PhDs, MDs, JDs, and senior practitioners with verifiable credentials in 431+ specialist fields. Every expert is human-reviewed before being invited to any project.

Bloom training before any task

No expert touches a billable task before completing the Bloom program. That covers quality standards, task mechanics, policies, and the exact behaviors that produce reliable training data.

Six-layer quality control

Pre-task fit, in-task validation, peer review, occupation review, final review, and client acceptance. No single check is sufficient; all six work together.

Five task types. 431+ fields.

The task type determines the format and deliverable. The domain determines who does it. Every task is matched to experts whose credentials align.

AnnotationEvaluationGenerationValidationComparison

Annotation, evaluation, generation, validation, and comparison. Across 431+ specialist fields.

From first conversation to delivered data

We don't do self-serve. Every engagement starts with a direct conversation so we can scope it correctly.

  1. 01

    Scope

    A working session to align on domain, volume, format, and quality bar.

  2. 02

    Match

    We assemble a credentialed expert pool and route each task to the right specialists.

  3. 03

    Produce + QA

    Bloom-trained experts produce the data. Six-layer review enforces quality.

  4. 04

    Deliver

    Approved data lands on your spec. Iterate on edge cases as they surface.

A Global Network

Experts From Around the World

Credentialed experts across 431+ specialist fields, contributing from countries. Click any pin to see an anonymized expert profile.

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Ready to talk about your data needs?

Tell us the domain, the volume, and what you're training. We'll come back with a scoped engagement and a price.

Start the conversation

For experts

Have a PhD, MD, JD, or deep domain expertise?

Apply to the network. Premium rates, real credentials, and work that shapes how frontier models behave.

See if you qualify →