Frequently asked questions

Marvin is an AI-powered knowledge and presentation assistant built for strategic, analytical, and evidence-based work. It helps consulting firms, strategy teams, and researchers turn ideas, data, and documents into clear insights, structured outputs, and professional-grade decks.

Marvin helps you create serious knowledge work, including:

1. Strategy decks, proposals, policy briefs, and research
2. Board updates, recurring reports, and decision notes
3. Clear frameworks and sharp insights from messy data

If your job is to think, structure, and explain complex decisions, Marvin's your co-pilot.

Not at all. Marvin works through natural language. You describe what you want to build—Marvin handles the structuring, reasoning, and formatting behind the scenes.

Getting started is simple:

1. Describe your deck, document, or analysis goal
2. Upload any supporting files (PDFs, PPTs, CSVs) if relevant
3. Let Marvin generate a structured starting point
4. Refine, iterate, and build step by step

Best results come from starting focused and iterating, not trying to do everything at once.

Marvin is used by anyone who wants to research, think clearly, present narratives, and make better decisions. If you have a question, a research goal, or a decision to make and you need clear, structured insights before acting, Marvin can help.

It works for any kind of knowledge work, from founders, consultants and researchers to strategy teams.

Marvin is an AI-powered knowledge and presentation assistant built for strategic, analytical, and evidence-based work. It helps consulting firms, strategy teams, and researchers turn ideas, data, and documents into clear insights, structured outputs, and professional-grade decks.

Yes. Marvin is built for data-rich knowledge work. You can upload files or link repositories, and Marvin understands your business context and grounds every insight in the material you provide.

Yes. Marvin works like your agent—you can keep prompting it to refine the output, add new slides, remove sections, or reshape the narrative entirely.

As your direction evolves, Marvin adapts. Just guide it, and it will continuously refine your presentation based on the storyline or angle you want to pursue.

Yes. You can choose from different color schemes that Marvin offers, or upload your own templates, brand files, and logo kits.

Marvin automatically picks up your branding elements so your presentations look aligned with your firm—not generic.

Marvin follows a zero-hallucination approach:
1) Insights are grounded in your uploaded data or traceable sources
2) Reasoning is structured and auditable
3) Outputs prioritize verifiability over generic generation

This makes Marvin suitable for client-facing and leadership-level work.

Yes. You can download your output in PowerPoint (PPT) or PDF format and edit it however you like.

Marvin gives you a fully usable file—not a locked export—so you can refine, customize, share, or finalize it as needed.

Marvin links every insight and number to a source you can click and verify yourself.

It crawls the web for credible sources and clearly maps each claim back to its origin—so you're never left guessing where information came from.

Yes. Your work is automatically saved to your account, so you can log out and return anytime without losing progress.

You can pick up right where you left off and continue building or refining your output.