Tendem is a hybrid AI + human platform built by Toloka that handles complex business tasks by pairing AI automation with vetted human experts. You describe what you need in plain language, and Tendem's AI breaks it down into steps, executes routine work, and routes high-risk parts to human specialists for review. Every output goes through multi-layer QA before delivery. It handles research, data entry, lead sourcing, content creation, competitive analysis, and more, with most tasks completed in 4 to 36 hours. Pay-as-you-go pricing with no subscription required.

• Hybrid AI + Human Workflow: AI handles routine execution while vetted human experts review, refine, and verify outputs at critical steps. This dual approach delivers 1.8x higher quality than AI-only tools.
• Multi-Layer Quality Assurance: Every task passes through automated error scanning followed by human expert review before delivery. No broken links, fabricated data, or unchecked outputs.
• Vetted Expert Network: All human experts are certified through rigorous testing and verified before joining the platform. Specialists cover research, data wrangling, technical writing, market mapping, and more.
• Natural Language Task Input: Describe what you need in plain language, attach files or references, and Tendem's AI decomposes the request into actionable steps automatically.
• Task Replay & Transparency: View the contributions of both AI and human experts on completed tasks, so you can see exactly how your results were produced.
• Fast Turnaround: Most tasks are completed in 4 to 36 hours, with a 53% reduction in median delivery time compared to human-only freelance workflows.
• Data Entry & Scraping: Double-validated data entry and extraction with human-in-the-loop verification for accuracy on large-scale datasets.
• Broad Task Coverage: Handles market research, lead sourcing, competitive analysis, content creation, spreadsheet management, pitch deck building, and more.

• Higher Quality Than AI-Only Tools: Combines AI speed with human expert review to produce consistently reliable outputs. Internal evaluations show hybrid workflows outperform AI-only systems and improve accuracy on complex tasks.
• No Freelancer Management: Skip hiring, vetting, and supervising freelancers. Tendem handles expert assignment, QA, and delivery for you.
• Cost-Effective: Median cost is 36% lower than comparable Upwork freelancers, with verified quality included in the price.
• Flexible Pay-As-You-Go Model: No subscriptions or commitments. Pay only for tasks you submit, with $20 credit toward your first task.
• Strong Research Capabilities: Users praise the deep research feature, noting execution quality they haven't seen in other tools.
• Backed by Toloka: Built on over a decade of experience in human-AI collaboration, powering data operations for companies like Anthropic, Amazon, and Microsoft.

• Output Uncertainty: You won't know exactly what you'll receive until the task is delivered, which can be uncomfortable for detail-oriented users.
• Not Instant: Turnaround of 4 to 36 hours (up to 48 hours) means it's not suitable when you need results in minutes. Pure AI tools are faster for quick tasks.
• Variable Pricing by Task Complexity: Pay-as-you-go costs depend on task scope and difficulty, so budgeting can be less predictable for ongoing or large-scale workflows.

• Market Research & Lead Generation: Build structured, validated lists of companies or contacts by industry or geography, delivered in clean CSV format for outreach workflows.
• Competitive Intelligence: Map competitors, compare pricing, features, and positioning, and turn findings into structured reports.
• Large-Scale Data Entry & Cleanup: Consolidate scattered datasets, remove duplicates, normalize formats, and produce analysis-ready spreadsheets.
• Sales Prospect Research: Identify and structure prospect lists with enriched company and founder information where available, including contacts and relevant business details.
• Content Creation & Proofreading: Draft, edit, and refine written content such as blogs, summaries, and presentations with human-reviewed accuracy.
• Podcast & Media Outreach: Build structured lists of relevant podcasts or media contacts with show details, audience insights, and available contact links.