Every model. Every paper. One workspace.

Stop juggling free tiers and hitting rate limits.

Access hundreds of AI models, search PubMed, collaborate with classmates, and keep your research organized — all in one place.

How students and researchers use CoChat

These aren’t “AI ideas.” These are assistants you can turn on in minutes, tied to the systems your team already runs on

  • Research & Literature Review
    Search PubMed directly from your workspace. Your AI summarizes abstracts, identifies key findings, maps citation networks, and helps you spot gaps in the literature — across hundreds of papers, not one at a time.

  • Writing & Editing
    Draft papers, structure arguments, check citations, and refine your prose — switching between models to find the one that handles your discipline best. GPT for brainstorming, Claude for careful prose, Gemini for technical review.

  • Study Groups & Collaboration
    Invite classmates into shared AI conversations. Work through problem sets together with AI assistance. One person's breakthrough becomes everyone's insight.

  • Model Access Without the Subscriptions
    Hundreds of models — GPT-4o, Claude, Gemini, Llama, Mistral, and more — on a pay-as-you-go basis.

What teams are automating right now

Real workflows running on CoChat, from competitive intel to client reporting to community support.

Weekly Literature Digest

Scheduled PubMed searches for new publications matching your research topics. Delivers a weekly digest with abstracts, relevance summaries, and citation details — so you never miss a key paper.

Industry News Digest

Monitor RSS feeds, news sites, and social media for relevant industry updates. Get a daily or weekly brief with only the stories that matter to you.

Systematic Review Assistant

Executes search strategies across PubMed, screens abstracts against your inclusion criteria, and generates PRISMA-compliant documentation. Reduces systematic review timelines from months to weeks.

Lead Research & Enrichment

When a new lead enters your pipeline, automatically research their company, find recent news, and draft a personalized outreach message.

Research Digest Curator

Curates daily or weekly digests from PubMed, Wikipedia, and web sources tailored to your interests. Stay current without drowning in information.

GitHub Issue Triage

When new issues are filed, automatically read the report, check against known bugs, assign priority and labels, and draft an initial response.

Works with the tools you already use

Effortlessly connect with the apps you use daily. Streamline your workflow and enhance productivity with powerful MCP integrations.

Runs when you want. Reacts when it matters.

Six ways to trigger your automations. From simple schedules to real-time event reactions.

Write a Prompt

Describe the task in natural language. “Check our competitor’s pricing page and compare it to ours. Alert me if anything changes.” Your AI understands context, uses tools, and reasons through the task.

Pick a trigger

Run it on a schedule, on an interval, when a webhook fires, when an RSS feed updates, when a webpage changes, or when someone messages in Slack or Discord.

Review the results

Output goes wherever you want — a chat in CoChat, an email, a Slack message, or all three. Your AI works in the background. You stay in the loop.

Advanced security & client isolation

If you’re handling sensitive data, you need more than a clever demo. CoChat is built to run agents safely across a team. Every tool call is proxied, logged, and constrained.

  • No shell access — code runs in isolated containers
  • Browser automation in ephemeral VMs on Fly.io
  • All tool calls proxied through MCP with audit logging
  • 5-minute execution timeout prevents runaway agents
  • Concurrency guards prevent duplicate execution
  • Tenant-isolated data — your data never touches other accounts

Your research workspace. Every model. Every paper. One place.