Knowledge Vault

What Is the Knowledge Vault?

The Knowledge Vault is where Tempreon stores everything your AI learns about your world — facts, decisions, frameworks, research, insights, and observations. Unlike your Core Imprint (which captures who you are), the Knowledge Vault captures what you know.

How Knowledge Gets Captured

Knowledge enters the vault in three ways:

1. You Tell Your AI to Remember

The most direct way. Just tell your AI what to store:

• "Remember that our Q3 revenue target is $2.1M"
• "Remember: the marketing team prefers Slack over email for campaign updates"
• "Store this as knowledge: the API rate limit is 100 requests per minute"

Your AI saves this to your Knowledge Vault immediately. It's available in every future session, across every connected tool.

2. Your AI Captures It Automatically

During normal work, Tempreon's learning system picks up on facts and insights that surface in your sessions. These are stored as knowledge records without you needing to explicitly say "remember."

3. System Intelligence Generates It

Tempreon's Tempering system can synthesize new knowledge from patterns across your sessions — for example, noticing that you've referenced the same framework in multiple contexts and creating a consolidated record.

Browsing Your Knowledge

The Knowledge Vault page shows all your stored records with:

• Title — A short description of the knowledge
• Classification — What type of knowledge it is:
  • Domain Knowledge — Facts and expertise
  • Personal Intelligence — Insights about you and your patterns
  • Contextual Patterns — Context-specific observations
• Timestamp — When it was captured (shown as relative time, e.g., "2d ago")
• Domain — Which Domain (if any) the knowledge is scoped to

Search and Filter

• Search by title to find specific records
• Filter by classification to see only domain knowledge, personal intelligence, or contextual patterns
• Filter by Domain to see knowledge scoped to a specific project or context

Knowledge Limits by Tier

Tier	Knowledge Records
Free	50 records
Standard	Expanded capacity
Premium	Unlimited
Enterprise	Unlimited

The dashboard shows your current usage as a visual capacity indicator.

Try Saying...

Your Knowledge Vault is most powerful when accessed through natural conversation:

• "Search my knowledge base for competitor pricing" — Find specific stored information
• "What do I know about the Johnson account?" — Surface all related knowledge
• "Remember that the board meeting moved to the 15th" — Store new knowledge
• "What decisions have I made about the product roadmap?" — Pull up decision records
• "Save these research findings to my knowledge base" — Store complex information

Best Practices

Be specific when storing

"Remember: budget approved" is hard to find later. "Remember: Q3 marketing budget approved at $150K, signed off by CFO on March 5" gives your AI meaningful context.

Use Domains to scope knowledge

If you work across multiple projects, scoping knowledge to Domains keeps things organized. Project-specific knowledge stays in its Domain; cross-cutting knowledge is accessible everywhere.

Don't try to store everything

Your Knowledge Vault works best when it contains signal, not noise. Store things your AI should reference in future sessions — decisions, frameworks, facts, and preferences. Skip transient information that won't matter next week.

Use Case: Building Institutional Knowledge

Elena is a solopreneur running a digital marketing agency. She has 8 clients with different brand guidelines, tone preferences, and audience demographics. Before Tempreon, she kept this in a sprawling Notion database that her AI couldn't access.

Now, she tells her AI things like "Remember: Acme Corp's brand voice is playful and irreverent, never corporate. Their audience is Gen Z mobile users." The next time she asks her AI to draft social copy for Acme, it already knows the guidelines. She built a client knowledge base through natural conversation, and it compounds with every session.