Shared prompt library

Thoughtful GPT keeps a team's prompts and their generated outputs in a shared space. A Beam agent watches for a new request in a queue your team defines, reads the input, and applies the prompt template you approved to produce a draft. It saves the result to the shared library and tells the requester it is ready for review. Where a request falls outside the approved templates, contains sensitive data, or returns an output your rule marks as low confidence, the agent stops and hands it to a person instead of publishing.

Draft review routing

Each generated output in Thoughtful GPT can move through a review step before anyone relies on it. A Beam agent reads a finished draft, applies your checks for length, tone, or required fields, and files the ones that pass into the destination your rule names. It notes which reviewer should see the rest and notifies them. Drafts about a regulated topic, or ones where the model's output conflicts with the source input, are held back and escalated to a human, so nothing questionable reaches a customer unchecked.

Team workspace updates

A team's workspace in Thoughtful GPT holds ongoing threads, saved answers, and shared documents. A Beam agent responds when a thread is tagged for action, reads the relevant messages, and updates the linked record or document according to your rule. It leaves a short summary of what it changed so teammates stay informed. When the thread's intent is ambiguous, references a person the agent cannot resolve, or asks for an action outside its permissions, the agent defers to a teammate with the context gathered in one place.