AutoGPT

Use when someone hands over notes, bullets or a transcript and wants one draft built for a specific channel (email, landing page, post, blog, direct message, release notes), with every missing fact marked in place and two alternative openers.

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Use for cash-flow forecasts, runway, the 13-week cash view, working capital, vendor commitments in their renewal window, currency exposure, and covenant headroom.

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Check cap-table records against signed source documents and report ownership, security, date, and total differences for expert review.

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Use when the user wants named candidates for an open role, more people for a thin slate, lookalikes of a benchmark person, or a read on how hard the search will be.

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Draft a clear, kind rejection email from an approved human decision without inventing feedback or sending it.

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Draft candidate offer materials from approved terms while leaving pay, conditions, approval, and sending to authorised people.

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Create structured interview plans with competency-based questions and scorecards. Trigger with "interview plan for", "interview questions for", "how should we interview", "scorecard for", or when the user is preparing to interview candidates.

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Turn independent interview scorecards into a cited evidence summary for the human hiring decision.

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Plan campaigns, ad groups, audiences, and budgets from one goal and one measure of success.

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Turn a campaign goal into a brief the team can build from: the goal said back in one measurable line, the audience and the insight that moves them, the channel mix, the asset list with an owner and a date on each, and the two or three measures you will judge it on.

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Review the calendar for clashes, missing travel time, and overloaded days, with options for each.

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Analyze and improve business processes. Trigger with "this process is slow", "how can we improve", "streamline this workflow", "too many steps", "bottleneck", or when the user describes an inefficient process they want to fix.

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Document a business process — flowcharts, RACI, and SOPs. Use when formalizing a process that lives in someone's head, building a RACI to clarify who owns what, writing an SOP for a handoff or audit, or capturing the exceptions and edge cases of how work actually gets done.

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Use when a deal needs the money case: value proposition, demo plan, proof-of-concept scope, ROI model, or the proposal that carries them.

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Use when the user first says who they sell to, hands you companies or an export, or wants names added to or cut from the prospect list.

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Use when the market needs a new category no single vendor can name alone: the category thesis, the lighthouse coalition, and the launch beats.

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Use when partner readiness needs a system rather than a course: academy design, certification operations, train-the-trainer, readiness coaching.

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Compare spend to plan by campaign and date, and project month-end from the current rate.

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Use when the user asks about budgets, pacing against plan, forecasts, re-forecasts, annual plans, or where a period lands at the current run rate.

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Write in a consistent brand voice: capture the voice once, then apply it to any draft and flag where a draft drifts off it.

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Turn customer reports into an engineering bug report with steps, scope, frequency, and evidence.

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Write a bug report with exact steps, expected and actual results, environment, and frequency.

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Use when the partnership is about data or research: licensing and evaluation terms, academic collaboration, and IP and data-rights compliance.

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