TazQ
Academy Let’s connect

Human data for
frontier AI.

Egocentric data. Human training. Expert annotation. Model evaluation.

The world’s most advanced AI is built on more than algorithms.
It’s built on human expertise. We deliver expert-validated data
that brings nuance, context, and complexity to AI—at scale.

Explore solutions

Human intelligence. Every dimension.

Egocentric data Human training Expert annotation Model evaluation

01 / Our capabilities

Built for the next
intelligence.

Six ways we bring human expertise into AI.
From the first training signal to the toughest real-world test.

6 capabilities

01 /↗

Frontier Alignment

Expert demonstrations, reasoning traces, and human preferences that help capable models become more useful, reliable, and aligned.

  • RLHF
  • Reasoning
  • SFT
02 /↗

Agentic AI

Human-led trajectories, realistic task environments, and deep evaluation for agents that need to act, adapt, and complete real work.

  • Trajectories
  • RL environments
  • Evaluation
03 /↗

Multimodal & Speech AI

Language, voice, image, and video data with the context models need to connect what they see, hear, and understand.

  • ASR
  • TTS
  • VLM
04 /↗

Physical AI

Egocentric recordings, sensor annotation, and human demonstrations that connect embodied systems to the complexity of the physical world.

  • Robotics
  • LiDAR
  • World models
05 /↗

Model Integrity

Human evaluation that investigates hallucinations, bias, and failure modes—turning uncertain model behavior into clearer quality signals.

  • Evaluation
  • Safety
  • Robustness
06 /↗

Research Services

Expert-designed benchmarks, calibrated judging, and carefully reviewed synthetic data for teams exploring the next frontier of AI.

  • LLM judges
  • Synthetic data
  • Benchmarks

Different capabilities. One shared foundation: human judgment. Explore all capabilities ↗

A classical human sculpture rendered in fine graphite stipple, dissolving into data points
Expertise is the signal.

02 / The human layer

The future of AI
is deeply human.

Real expertise. Honest feedback. Better data.

The most valuable training signal comes from people who understand the work. We prepare specialists to contribute authentic knowledge, thoughtful decisions, and careful evaluations.

01 Expertise with a purpose

Match the task to genuine domain knowledge. Relevant experience brings the judgment that generic labels and surface-level answers can miss.

02 Prepared to do the work

Clear instructions, task-specific training, and calibration help specialists understand the goal, the quality bar, and how to express uncertainty honestly.

03 Quality that earns trust

Review the reasoning, check consistency, and preserve the context behind every contribution. Honest disagreement becomes useful evidence for training and testing.

Meet the learning side of TazQ

03 / Behind the intelligence

Great models need
great foundations.

The infrastructure behind better AI is a connected data operation. Human knowledge becomes a clear, structured signal through every stage.

THE TAZQ DATA LIFECYCLE

Start with the real world.

Capture human demonstrations, language, and real-world interactions around a clearly defined task. Keep the source and context connected to the data.

Shape your data project
HUMAN-IN-THE-LOOP
Human sourceContext + real experience
Structured dataCurated + connected
Expert reviewHuman judgment
Quality signalsReady for the next test
FROM HUMAN KNOWLEDGE TO MODEL-READY DATA

04 / Your next frontier

Let’s build
what comes next.

A better model starts with a clearer question.
What do you want yours to understand?

For AI teams

Scope your project in about a minute. A specialist reads every brief and replies with next steps.

For human expertsExplore TazQ Academy
YOUR PROJECT, IN FOCUS
Who are you?
What are you building?

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What brings you here now?

Choose up to two.

Where are you today?

Stage

When would you like to start?

Scale (optional)

Tell us about the challenge

Languages or domains (optional)

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Your role (optional)

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