Coworker

Coworker is an enterprise AI workspace built by Village Platforms, Inc. that combines conversational AI, artifact generation, coding assistance, and long-running agents into a single platform connected to 50+ business tools. The platform's core differentiator is intelligent model routing — automatically selecting the right model (Claude, GPT, Gemini, Kimi, and open-source alternatives) for each task to maximize quality while reducing token spend. It is actively available with a free trial and paid plans.

What It Is

Coworker sits in the category of enterprise AI platforms that unify chat, document creation, code execution, and autonomous agents under one roof. Rather than locking teams into a single model provider, it routes every task to the optimal model across closed and open-source options. The platform connects to tools teams already use — Slack, Salesforce, Jira, GitHub, Notion, BigQuery, Snowflake, and more — and inherits existing permissions so agents can read and write across the stack without new access provisioning.

The Routing and Context Architecture

Three infrastructure layers underpin the platform's cost and quality claims:

• Intelligent Routing Layer: Scores each task across connected models and dispatches it to the one that best balances cost, latency, and accuracy. The homepage states this delivers "5x more tokens for the same spend" versus direct Anthropic and OpenAI API rates.
• OM1/OM2 Organizational Memory: A living knowledge graph that continuously indexes connected tools, decomposes documents into atomic facts, maps entity relationships, and provides permission-aware recall. The platform page describes this as replacing stateless tool calls with sub-second graph traversal.
• Open-Source Model Access: Open-source frontier models (Llama, Mistral, Kimi K2, MiniMax) are hosted in the US with enterprise-grade security, governance, and uptime, making them viable for organizations with compliance requirements.

Four Core Product Surfaces

Coworker exposes its capabilities through four distinct surfaces:

• Chat: Conversational AI grounded in live company context, with Fast Chat for quick answers and Deep Work for multi-step research across connected tools, with source citations.
• Cowork (Build): An artifact engine that turns prompts and live company data into polished outputs — dashboards, financial models, branded PDFs, multi-slide decks, and interactive mini-apps — all running in a secure cloud sandbox.
• Code: Repo-aware coding assistance with multi-file edits, sandboxed execution, and full org context.
• Agents: Long-running autonomous agents built in plain English with triggers across Slack, CRM, calendar, and email. The platform lists over 100 pre-built agent templates spanning Sales, Engineering, Customer Success, Support, Product, Marketing, People, Operations, Finance, Legal, and Compliance functions.

Enterprise Deployment and Security

The platform page describes multi-tenant isolation (each customer gets isolated compute, storage, and network), configurable human-in-the-loop approval gates, full audit trails, and real-time monitoring dashboards. Coworker holds SOC 2 Type II certification, GDPR compliance, and CASA Tier 2 verification. Deployment options include cloud, private cloud, on-premise, and air-gapped environments with VPC peering and bring-your-own-model (BYOM) support. SSO via Okta, Azure AD, Google Workspace, and any SAML 2.0 IdP is available on enterprise plans, with SCIM provisioning supported.

Team Background and Company

The homepage states Coworker was "built by operators from Uber, Google, Glean, BlackRock, Deloitte, Square, Barclays, and Gainsight." The legal entity is Village Platforms, Inc., headquartered at 2261 Market St, San Francisco, CA 94114. The platform positions itself against Glean, Microsoft Copilot, ChatGPT, Claude, Gemini, Moveworks, Guru, Gainsight, and Gong, among others.