Every company has a graveyard of Google Docs.
Go ahead - open your team’s shared drive right now. Scroll down past the first few recently-touched files. What do you see?
You’ll find strategy docs from two quarters ago that nobody updated (and probably not even looked at again after they were presented at the company all-hands).
Meeting notes from a decision that got reversed in the next meeting.
A product brief where the customer problem has been copy-pasted into four Slack threads since, each time with someone adding “is this still accurate?”. (You know the answer. It’s not.)
Nobody will delete these files. Nobody will update them either.
They’ll sit there, indefinitely - half-true, vaguely trusted, slowly poisoning every conversation they touch.
We’ve been building on a document paradigm for thirty years. And it’s finally, quietly, breaking apart.
The document was never the point.
Why do documents exist?
A document is a container. A vessel for carrying information from one human brain to another.
The strategy deck exists so the CEO’s vision can travel to the product team. The PRD exists so the PM’s intent can travel to engineering. The meeting notes exist so this afternoon’s decisions can travel to tomorrow morning’s standup.
The document was never the information. It was the packaging. The best we could do in a world where context needed a format to be shared, stored, and retrieved by humans.
And for a long time, it worked.
When teams were small, documents stayed current because the author was two desks away. When the pace of change was slow, a quarterly strategy doc could remain accurate for months. When the only readers were humans, a 20-page PDF was a perfectly fine interface.
None of those conditions exist anymore.
Three reasons documents stopped working
1. They decay the moment they’re written.
A document is a snapshot. It captures what was true at the moment someone hit “save.” But products move fast. Strategies shift. Customer feedback contradicts what you wrote last week. The document doesn’t know this. It just sits there, frozen, radiating false confidence.
One of our early customers described how they found themselves repeatedly re-debating decisions about their design approach - because the original reasoning and the data sources behind those decisions were buried in documents that nobody could find or trust anymore.
The truth existed somewhere. But the container it lived in had gotten lost.
2. They fragment context by default.
Every document is an island.
The customer learning in your research doc doesn’t know about the strategic goal in your roadmap doc, which doesn’t know about the engineering constraint in your architecture doc.
The connections between these ideas - which are often more valuable than the ideas themselves - exist only in people’s heads.
3. They create an illusion of shared understanding.
This might be the most dangerous one.
A 40-page strategy doc gives the appearance of alignment. Everyone read it (or at least opened it). But did everyone interpret it the same way? Did anyone notice that page 12 contradicts page 34? That the data on page 8 is from a cohort that you’re no longer tracking?
Documents are write-once, read-maybe, update-never.
The “1,000 documents” illusion
Here’s a story we hear in almost every conversation with a new team.
They come to us and say: “We have a thousand documents in SharePoint. Can you ingest them all?”
We say: “Sure. But first - how many of those documents do you actually use on a regular basis? And how many do you trust to be accurate right now?”
They go quiet and then answer: a handful. Maybe five. Maybe ten. Out of a thousand.
The rest are ghosts. Digital artifacts of past thinking that nobody maintains, nobody trusts, and nobody will delete because what if someone needs it someday?
This is the paradox: organizations hoard documents precisely because they can’t trust them. If you could trust your context to be accurate and findable, you wouldn’t need a thousand documents.
And you don’t even need any document. You need the decisions, learnings, and reasoning trapped inside them.
AI broke the container
For thirty years, the document’s role as a container was unchallenged because humans were the only readers. We needed headers and paragraphs and page numbers because that’s how our brains process written information.
AI doesn’t need any of that.
An AI agent doesn’t need your strategy packaged in a 40-page deck. It needs the actual pieces of information: What is the goal? What did the customer say? What constraints exist? What was decided and why?
Feed an agent a 40-page PDF and it will try its best — but it’s drinking from a firehose of context, narrative, formatting, and stale information, with no way to know which parts are current and which are ghosts.
This is why RAG over document dumps consistently disappoints. The problem isn’t retrieval - it’s that the source material was never designed to be machine-readable context in the first place. It was designed to tell a story to a human.
What AI actually needs - what teams actually need - is context broken down into its atomic components: individual signals, learnings, decisions, and principles, each with provenance (who said it, when, based on what), each connected to the other pieces it relates to, and each with a freshness signal so you know whether to trust it.
The document was a bundle. The future is a graph.
What replaces the document?
Not a better document tool. Not a wiki with AI bolted on.
What replaces the document is a fundamentally different model: context as a living, connected graph of atomic truths - not frozen snapshots trapped in files.
Imagine this:
Instead of a strategy document that goes stale, you have a set of connected decisions - each linked to the data that informed it, each with a timestamp and an owner, each automatically flagged when something upstream changes.
Instead of meeting notes that nobody reads, you have the three decisions that were actually made, already connected to the goals they serve.
Instead of a PRD that engineering half-reads, you have structured intent - goals, decisions, and data - that both humans and AI agents can query.
This is what we’re building at Momental.
We call it shared product memory - a living semantic graph where your team’s signals, learnings, decisions, principles, and goals are captured, connected, and always queryable.
When a customer drops a strategy doc into Momental, we extract the relevant information inside it - the individual facts, decisions, data points, and reasoning - and connect each piece to everything else it relates to through automatic extraction.
The document was the packaging. We keep the contents.
The document isn’t fully dead - but its role has changed
I should be honest: documents aren’t going to disappear entirely. They still serve one purpose that a context graph doesn’t: telling a story.
A board presentation needs narrative arc. A launch blog post (like this one) needs a beginning, middle, and end.
Humans will always need stories to persuade, inspire, and align at an emotional level.
But operational context - the decisions, data, learnings, and reasoning that product teams actually build from day to day - this was never meant to be a story. It was forced into document format because we didn’t have a better container. Now we do.
The future has two layers:
- Documents for storytelling — when you need to persuade, inspire, or narrate
- Context graphs for building — when you need to decide, align, and execute
Every team will need both. But the second one - the living, connected, queryable layer of shared truth - that’s the one that’s been missing. That’s the one that AI makes both possible and necessary.
Start with what you actually know
If you’re reading this and feeling the weight of your team’s 1,000-document graveyard, here’s where to start:
Don’t try to migrate everything.
Start with the handful of documents you actually trust. Drop them in. Let the information inside them be extracted, connected, and made queryable.
Then watch what happens when your team - and your AI agents - can finally build from shared memory instead of scattered files.
It’s time to stop building on containers that were designed for a different era. It’s time to build on truth.