Self-service solutions

Toloka self-service for scaling teams

Put Toloka’s experts to work improving AI models or testing products. Manage the work in Toloka Platform, or let Tendem by Toloka handle it.

Trusted by Leading AI Teams

Researchteams rely on Toloka
Research

teams rely on Toloka

Evaluate & annotate training data

Measure your AI’s performance and build the data to improve it.

  • Evaluations & red-teaming

  • Golden sets & benchmarks

  • SFT data

  • Preference data

You get:

Scored outputs, human-verified golden labels, demonstrations and pairwise preferences, keyed to your items and ready to use with your data.

Results in 24–48 h

SDK · API · MCP

LLM QA, then human QA

Evaluate & annotate training data

Measure your AI’s performance and build the data to improve it.

  • Evaluations & red-teaming

  • Golden sets & benchmarks

  • SFT data

  • Preference data

You get:

Scored outputs, human-verified golden labels, demonstrations and pairwise preferences, keyed to your items and ready to use with your data.

Results in 24–48 h

SDK · API · MCP

LLM QA, then human QA

Run it yourself, or hand it over

Toloka Platform and Tendem by Toloka share the same expert network and quality controls. The difference is how much of the work you want to own.

Toloka Platform

Self-service AI data tools

Self-service AI data tools

Tendem by Toloka

Expert services, done for you

Expert services, done for you

Service mode

Service mode

Do it yourself. You configure, run and monitor the work in your own account.

Do it yourself. You configure, run and monitor the work in your own account.

Have it done. You brief the job; Toloka experts deliver it.

Have it done. You brief the job; Toloka experts deliver it.

Best when

Best when

You want to set the instructions, define quality standards, and manage the pace, with someone on your team running the project.

You want to set the instructions, define quality standards, and manage the pace, with someone on your team running the project.

You want a checked result, not another workflow to manage.

You want a checked result, not another workflow to manage.

What you do

What you do

Set up the project, define the quality rules, run it.

Set up the project, define the quality rules, run it.

Send files, goal and requirements. Approve scope and price.

Send files, goal and requirements. Approve scope and price.

How you work with it

How you work with it

Put your own agent to work or connect Toloka to an existing pipeline through the SDK, API or MCP. Your agent drafts the project. You review and launch.

Put your own agent to work or connect Toloka to an existing pipeline through the SDK, API or MCP. Your agent drafts the project. You review and launch.

Tell us your goal and requirements in plain language, and share the relevant files. We confirm the unit count and quote the price before work starts.

Tell us your goal and requirements in plain language, and share the relevant files. We confirm the unit count and quote the price before work starts.

What you get

What you get

Evaluations, training data or a fine-tuned model — in your account, on your schedule.

Evaluations, training data or a fine-tuned model — in your account, on your schedule.

A quality-checked deliverable, back in your inbox.

A quality-checked deliverable, back in your inbox.

Do I need to be technical?

Do I need to be technical?

Built for AI engineers and data teams who want full pipeline control.

Built for AI engineers and data teams who want full pipeline control.

No. Describe the goal in plain words; we design the work.

No. Describe the goal in plain words; we design the work.

Pricing

Pricing

Expert work per item, quality control included. Fine-tuning and gisting per GPU-hour. Estimate shown during setup.

Expert work per item, quality control included. Fine-tuning and gisting per GPU-hour. Estimate shown during setup.

Per unit — one creative, one comparison, one verified contact — quoted before you commit.

Per unit — one creative, one comparison, one verified contact — quoted before you commit.

Bigger, custom or unusual?

RL environments and gyms, agentic multi-turn trajectory data, unusual modalities — anything that has to be designed before it can be produced. Our team scopes it, builds it and runs it with you, priced against a benchmark agreed up front.

Why choose Toloka

Knowing when AI is enough — and when it needs a human. Clear criteria, expert judgment and human-in-the-loop quality control, on the same infrastructure underneath both products.

Technologies

Technologies

50+ methods of automated Quality control

60+ methods of platform-level antifraud

LLM QA layered with human QA, plus post-acceptance review

Diverse and
scalable supply

Diverse and scalable supply

Advanced tech platform and 10+ years of expertise ensure operational excellence

Skilled experts in 90+ domains, 70%+ with advanced degrees

Largest global crowd‑workers from 100+ countries speaking 40+ languages

Robust
infrastructure

Robust infrastructure

MS Azure as base infrastructure, private and on-premises data storage options

ISO 27001 & 
ISO 27701 certified

SOC 2, GDPR, CCPA and HIPAA compliant; NDA-restricted contributor pools

Start building with Toloka

See how Toloka helps your company improve its data processes. Get in touch to learn more.