I lead two different functional areas within tech and work in a larger tech platform for the parent company of a couple dozen operating companies.
All that to say “I would almost surely be better served by a hierarchy or general graph of wikis rather than just ‘me’ or ‘all 15K employees’.”
Are you able to use multiple models? Or I guess the first question is, what model(s) are you using? At this point, many enterprises care so that should be front and center, especially if you're using models hosted in China, because a lot of non-Chinese companies care about that.
You mention some things about unique ways to store memory. Do you have any data or use cases on how that improves performance? If you do, you should get those on your website too.
I'm not sure you have a very strong answer to "Why not just run Claude or Codex on my laptop?" Sure, you provide compute, but so do they, and most enterprises and even regular people are getting desktops/droplets to run their agents now because of this problem. This is kind of solved already.
Also there is a small nit with your website. The graphic next to "Proactively gets things done for you" gets bigger and smaller, so if you're trying to read anything below that, it keeps jumping up and down.
We do not have formal benchmarks to measure improvement in performance. A big reason is that most benchmarks are very "atomic facts memory" focused. They'd give a huge passage, conversations, and see which memory system could surface those facts. How we're different is agents could be simply given the markdown files, and they can pretty much get the perfect context themselves. Second, we are banking more on the fact that having this layer enables new capabilities of the models
Cool! What model does it use now? Enterprises will definitely want to know.
And the other big question: Why not just use Claude or Codex (via CLI on a desktop or droplet)?
Given that I don't know everything about my 4-person company, and that I never knew everything when it was a 1-person company (guess which person is that), this sound like https://x.com/mitchellh/status/2044529496217555333 (apologies for twitter link)
OpenTag
Turnstone
Memory Store
Hyper
Hyperspell
Wato
Savant
Shepherd
Glen
OpenTag
Janet AI
screenpipe
Cerenovus
jo
Bond
Airweave
Mem0
Theta
Nessie
Mosaic
Onyx
Slite
Dashworks
Circleback
Stamp
Tasklet
Within
Khoj
I'd argue that if documentation on how to operate your business can be used to feed an agent, your problem was never the ability to run operations and the ROI will amount to the ability to ask instead of doing. I don't know how much this is gonna go for, but you could probably have one of your existing staff just do basic documentation lookups too.
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