# Tendem

> Tendem by Toloka is an AI + human expert platform where you describe a task in plain English and vetted specialists deliver verified results in 4–36 hours.

Tendem is a task-completion platform built by Toloka AI BV that pairs AI automation with vetted human experts to deliver accountable, verified results. Users describe what they need in plain language — no API keys, no prompting loops, no setup — and Tendem handles the rest, returning finished work in a typical 4–36 hour window. The platform launched on Product Hunt, where it ranked #3 Product of the Day.

## What It Is

Tendem sits in the category of human-in-the-loop AI services: it is not a pure AI chatbot, nor a traditional freelance marketplace. Instead, it combines AI-generated drafts with domain-vetted human specialists who review, verify, and complete the output before it reaches the user. The core promise is accountability — every result is signed off by an expert, not just generated by a model. Tasks span market research, lead generation, data scraping, copywriting, design-to-code conversion, and more.

## How the Workflow Operates

The task flow has four stages:
- **Describe**: Submit a task in plain language via the web app or through an MCP-compatible client (Claude, Cursor, etc.). Attach files, links, or context as needed.
- **Review the plan**: Tendem returns an AI-only draft plus a proposal with timeline and cost. Users approve before any expert work begins.
- **Expert execution**: A vetted specialist (or a team for larger tasks) takes ownership. Tendem handles expert selection and briefing.
- **Delivery**: Results arrive by email, typically within 4–36 hours, ready to use.

## Who It Is Built For

Tendem explicitly targets founders, marketers, consultants, and operators who want AI-quality output without becoming developers. The homepage contrasts the "build it yourself" path — installing packages, debugging API keys, iterating on prompts — against the Tendem path of describing a need and returning to other work. The platform positions itself against both pure AI tools (which generate plausible drafts with no accountability) and traditional freelancers (slower, harder to brief).

## Expert Network and Quality Model

Every Tendem expert is described as domain-vetted and treated as a specialist who owns the output, not a checker. Example profiles on the site include a former Deloitte analyst for market research, a former HubSpot sales ops lead for lead and sales intelligence, and a former McKinsey strategist for competitive intelligence. The site reports an average task rating of 4.9 out of 5 across more than 2,400 completed tasks (figures published by Tendem).

## MCP Integration

Tendem offers an MCP (Model Context Protocol) server that lets users access its human-expert layer directly from MCP-compatible AI clients such as Claude and Cursor. This positions Tendem as a callable "expert skill" within agentic workflows, allowing AI agents to hand off tasks requiring human judgment or verified data without leaving the agent environment.

## Pricing Model

Tendem operates on a pay-as-you-go credit model with no subscription required. Users top up a USD balance and costs are deducted per completed task. The site publishes example task ranges to set expectations on cost. New users receive free credits to try the platform with no setup required.

## Features
- AI + human expert task completion
- Plain-language task submission
- Vetted domain specialists
- 4–36 hour typical turnaround
- MCP integration for Claude, Cursor, and compatible clients
- AI draft shown before expert approval
- Pay-as-you-go credit model
- Email delivery of completed results
- File and link attachment support
- No API key or setup required
- Tasks split across multiple experts for larger jobs

## Integrations
Claude, Cursor, MCP-compatible clients, Google Sheets, Excel, WhatsApp, Telegram, Figma

## Platforms
WEB, API

## Pricing
Freemium — Free tier available with paid upgrades

## Links
- Website: https://tendem.ai
- Documentation: https://tendem.ai/for/mcp
- EveryDev.ai: https://www.everydev.ai/tools/tendem