Unpack AI

Unpack AI is built for the moment you're stuck on a problem and don't have a clean question yet: it works by generating questions rather than answers, clustering them into themes, and helping you land on a working hypothesis. Connected to Neotask, that whole brainstorming loop happens inside the conversation you're already having.

• Generates clarifying questions instead of jumping straight to solutions
• Clusters those questions into themes so patterns in your thinking show up
• Helps you land on a working hypothesis you can act on or test

What you can automate

• Unpack AI - Work through a vague or stuck problem by brainstorming questions instead of solutions, see the questions clustered into themes, and land on a clear working hypothesis to act on or test.

Real workflows

Get unstuck on a vague problem

Describe the problem even if it's fuzzy, and Neotask runs it through Unpack AI to generate and cluster clarifying questions until a testable hypothesis emerges.

Frequently asked questions

Does it give me an answer right away?

No, the point of this connection is generating and clustering questions first, then arriving at a hypothesis rather than a premature answer.

What do I get at the end?

A clear working hypothesis you can go act on or test, built from the clustered questions.

Plans

Related integrations

• Fathom - Fathom records and summarizes meetings, and connected to Neotask that archive becomes searchable in plain language instead of something…
• Chronosphere MCP server - The Chronosphere MCP server integration is a direct connection between an agent and Chronosphere's own MCP endpoint, reached through a…
• Portkey MCP Gateway - Portkey sits between your AI agents and the upstream MCP providers they use, and connecting its gateway to Neotask means every tool call…
• Fintual - Retirement math is the kind of thing people put off because running the numbers feels like a project.
• Exa - Neotask uses Exa to research the web at depth - company intelligence, people profiles, LinkedIn data, and deep research reports through conversation.
• Algolia - Neotask manages your Algolia search infrastructure - index data, tune relevance, run A/B tests, and monitor performance across 154 available actions.

Explore: Skills · Glossary · Solutions · Use cases · Examples · Comparisons · Templates · Blog · Docs