THE KNOWLEDGE REACTOR / 001
Scattered sources.
One potential.
The reactor begins as separate components.
Scroll to build a connected company core.
Connects to the tools your company already runs — and anything that speaks MCP or exposes an API.
Your company already knows the answer. It’s just scattered.
Agents are blind — or see too much.
Without a memory layer, AI agents either can’t reach company knowledge or reach far more than the person asking should.
Nobody knows what was true then.
Plans change. Without history, you can’t tell what was known when a decision was made — or which fact replaced it.
An answer without a source is a guess.
If you can’t check where it came from, you can’t act on it, defend it, or hand it to an auditor.
How it works
From scattered to one brain,
in three steps.
- 01 Connect
Plug in your tools and your agents.
Slack, Drive, GitHub, Jira and the rest connect alongside your agents over MCP. Every source keeps its own permissions.
- 02 Remember
It builds a living memory.
People, projects, decisions and commitments are linked into one graph. Every fact records when it was true and when it was learned — nothing is silently overwritten.
- 03 Answer
Ask anything. Get the source.
Answers are trimmed to what the asker may see before the model reads a word, and every claim links back to its evidence.
Try it
Ask the way your team asks.
Change who’s asking, or when. The answer changes — and so does the evidence behind it.
I’m new. Who owns Billing v2?
Answer
Maya Chen owns Billing v2 on the Platform team. Jules Rivera handles connector reviews. The engineering handbook and the launch thread agree.
Scoped to a team member · current facts
Your agents get the same answer, with the same limits, over MCP.
Why Slashh
Why Slashh: memory you can trust
Each claim links to the message, document or decision behind it. Check it in one click.
Permissions apply before the model reads a word. Same question, different people, different answers.
Facts are replaced, never erased. Ask what you knew in March and get March’s answer.
Claude, Cursor, LangGraph, CrewAI — any MCP host gets the same memory, acting for a person and never seeing more than they could.
Every agent call lands in an append-only, hash-chained log your auditors can export.
When two sources disagree, you see both — never a quiet guess.
Use cases
The questions your team asks every day.
Onboarding, asked by a new engineer, week oneThe owner, the reviewer, and the handbook page that says so.
For developers
One config block.
Every agent remembers.
Point Claude, Cursor or any MCP host at Slashh’s hosted endpoint. Every tool returns cited answers, trimmed to what the human behind the agent is allowed to see.
memory_askmemory_searchwho_knowsentity_profiledecisionsglossary_definetimemachine_diff
{
"mcpServers": {
"slashh": {
"type": "http",
"url": "https://YOUR-SLASHH-API/mcp",
"headers": {
"x-api-key": "REPLACE_WITH_AGENT_KEY"
}
}
}
}
The difference
Not a chatbot bolted
onto your apps.
Most AI search runs documents through a vector index and hopes for the best. Slashh builds a permission-aware, time-aware model of your company first — then answers from it.
| Slashh | Vector DB / RAG | MCP file access | Wiki | |
|---|---|---|---|---|
| Cites the source behind every answer | Always | Sometimes | No | Manually |
| Answers “what did we know then?” | Any date | No | No | Page history |
| Applies permissions before the model reads | Fail-closed | No | File-level | Page-level |
| Understands people, decisions and commitments | Yes | No | No | Manually |
| Audit trail of what every agent saw | Hash-chained | No | No | No |
Security
Follow one question through Slashh.
Before any model reads a word, the request is tied to a person, trimmed to what they may see, answered with evidence and written to a log that can’t be quietly edited.
How Slashh keeps data safeFail-closed by default
A source the asker can’t see never reaches the model — not its title, not a snippet, not a count.
Agents act for people
Every agent acts on behalf of a human, with keys hashed and scope that can only narrow.
A trail you can prove
Every call is attributed in an append-only, hash-chained log, exportable from the SOC2 Evidence Room.
Runs where your data lives
Self-host or air-gap it. MIT-licensed open core, and it runs offline with no API key.
Give your company a brain.
Bring your team’s hardest question. We’ll show you what Slashh can connect — and what it will never let slip.

