Archivist AI: Updated Review

Sorry for the absence (again). September has been busy, what with my birthday and getting kids back into the swing of things with regards to school. I'm back on my regular schedule.

Dear Readers,

It's been a while since I put Archivist.io through its paces — the AI-powered scribe that listens to your table, transcribes the session, and quietly builds a living wiki out of everything your party says out loud. Enough time has passed, and enough has changed, that "updated review" undersells it a little. This isn't a tool with a few new features bolted on. It's changed dramatically since I last used it, and I think it's worth walking through exactly how.

THE MESSY PARTS GOT CLEANED UP FIRST

My original complaints were mostly about friction: transcriptions that needed manual proofreading, an upload workflow for recorded sessions that felt like a second-class citizen next to live transcription, editing tools that made cleanup feel like a chore instead of a five-minute pass. That whole category of pain has been addressed directly. Uploading and editing a session no longer feels like the part of the tool nobody finished — it's a smooth, considered part of the workflow now, on par with the live experience rather than a workaround bolted onto the side of it. Whatever was rough about getting audio in and getting a clean transcript out the other side, that friction is gone.

SESSION REVIEW

The biggest structural addition is Session Review, and it changes how you actually interact with a finished session. Instead of a flat wall of transcript text you scroll through looking for the part you half-remember, you get an actual review interface built around the session as a unit — a way to move through what happened, see it organized rather than just logged, and get your bearings on a three-hour session in a couple of minutes instead of hunting through a scroll of dialogue. It's the difference between a transcript and an actual record you'd choose to revisit.

HERO REWARDS

This is the feature I didn't know I wanted until I saw it: Hero Awards, a lightweight, automatic way of recognizing standout moments from the session — the clutch save, the perfect one-liner, the plan nobody expected to work. It's a small thing on paper, but it does something genuinely useful for the social fabric of a table. Half the fun of a good session is the stuff people bring up again weeks later — "remember when you rolled a nat 20 on that Bluff check and talked your way out of prison" — and Hero Awards essentially does that recall work automatically, surfacing the moments worth remembering instead of leaving it to whoever happens to bring it up first at the next session.

SHAREABLE ARTIFACTS

Related, and just as welcome: sessions can now produce shareable artifacts — something you can actually hand off outside the tool itself, whether that's to your own players in a group chat or, frankly, to your audience if you're the kind of GM who streams or posts about your table the way I do. Up until now, sharing anything meaningful from a session meant screenshotting a wall of text or writing your own recap from scratch. Having the tool generate something actually shareable closes that gap, and it's the kind of feature that quietly makes the tool more useful the moment more than one person in your circle is looking at it.

SESSION HANDOUTS

Archivist now generates session handouts directly from what happens at the table — the kind of prop documents GMs have always made by hand when they wanted a letter, a note, a wanted poster, something physical or digital to put in front of players for a moment of immersion. Having that generated from the actual session content, rather than prepared in advance and hoping it lines up with wherever the story ends up going, is a genuinely different way of using a document like this. You can build the prop after the fact, grounded in what your players actually did, instead of guessing ahead of time what they might need.

CHARACTER HISTORIES

The tool now compiles character histories automatically — a running account of what each PC has actually done, session over session, built the same way the rest of Archivist's lore entries are: pulled from what happened at the table rather than written up separately by a player who may or may not get around to it. For long campaigns, this solves a problem that's always been a little embarrassing to admit: most tables have at least one player whose backstory document hasn't been touched since session one, even though their character has done a dozen sessions' worth of interesting things since. Now that history writes itself, whether or not anyone remembers to update it by hand.

A MUCH CLEANER APP

None of the above would land as well as it does if the app itself were still the same interface I was navigating during my first pass. It isn't. The whole thing feels considerably cleaner now — less like a database with a UI stapled on, more like something built with an actual point of view about how a GM should move through their own campaign. That matters more than it sounds like it should, because a tool this data-dense lives or dies on whether you can actually find what you're looking for without fighting the interface to get there.

TWENTY THOUSAND SESSIONS AND COUNTING

The other thing worth noting, more as a signal than a feature: Archivist has now captured more than 20,000 sessions. That's not a small number, and it tells you something a features list can't — this isn't a tool coasting on a clever pitch, it's one that's actually being used, session after session, by enough tables that its rough edges have had real pressure put on them. A tool that's absorbed that much real play has had plenty of opportunity to find out what breaks, and it shows in how solid the current version feels compared to where it started.

WHAT I'D STILL LIKE TO SEE

In fairness, I haven't seen everything on my original wishlist show up. Direct integration with virtual tabletops like Roll20 (they support Foundry, but not everyone uses that) — pushing lore and stat blocks in without manual re-entry — isn't something I can confirm has landed, and if it hasn't, it's still the single addition that would do the most to make Archivist feel like the actual hub of a campaign rather than an excellent adjacent tool running in its own tab. That's a wishlist item carried over, not a complaint about anything new.

THE VERDICT

The version of Archivist.io I'm looking at now barely resembles the one I reviewed the first time, and almost all of the difference is in the tool's favor. The friction that used to define the editing experience is gone. What used to be a straightforward transcription-and-lore tool now does real work around the edges of a session — surfacing the moments worth remembering, generating the props a GM would otherwise have to make by hand, quietly keeping every character's history up to date without anyone having to ask. Twenty thousand sessions in, it's earned the confidence that comes with that kind of scale, and it's earned a much stronger recommendation from me than I was ready to give it the first time around.



Until next time, Dear Readers…