Knowledge Vault
Everything you know,
structured and searchable
Your career learnings, domain expertise, frameworks, and insights — stored as structured intelligence, not scattered notes. Your AI draws from your actual experience, not generic training data.
Structured Intelligence
Not memory. Knowledge.
Other AI tools offer “memory” — they remember what you said in a previous conversation. That's recall. It decays, it's unstructured, and it doesn't distinguish between a passing comment and a career-defining insight.
The Knowledge Vault is structured intelligence. Every record is classified, scoped, tagged, and embedded for semantic retrieval. Your AI doesn't just remember that you mentioned something about pricing strategy — it understands the framework, knows which domain it applies to, and surfaces it when the context matches.
The difference between recall and intelligence is structure. Tempreon provides the structure.
Facts & Data
Industry metrics, company details, technical specs — structured data you reference repeatedly.
Frameworks & Models
Your mental models, methodologies, and analytical frameworks. The way you structure thinking.
Career Learnings
Lessons from deals won and lost, projects shipped and failed, patterns only experience reveals.
Domain Expertise
Deep knowledge in your areas of specialty — searchable, structured, and always available.
How It Works
Store once. Surface when it matters.
Captured naturally — and automatically
Tell your AI to remember something, and it's stored. But Tempreon goes further — it also captures knowledge from your conversations automatically. Domain insights, decisions, relationships, and context that surface while you work are extracted and stored without you having to pause and say "remember this."
Structured and verified
Tempreon classifies, tags, and indexes every knowledge record. When new knowledge arrives, the system checks for contradictions with what you already know and flags when older records may need updating. Your Knowledge Vault stays current, not cluttered.
Retrieved by meaning, personalized to you
Search finds what you need based on meaning, not just keywords. And results are shaped by what you've found useful before — your search adapts to your preferences, surfacing the most relevant knowledge for how you actually work.
Intelligent Retrieval
Search by meaning, not keywords
Every knowledge record is indexed for meaning-based search. Your AI finds what you need based on concepts and context — not exact word matching. And search results adapt to your preferences over time.
Semantic Search
Ask about “how to handle enterprise objections” and the system finds your stored frameworks about deal negotiation, even if you never used the word “objection” when you stored them. Meaning drives retrieval, not syntax.
File Vault
Standard tier and above
Beyond knowledge records, store documents, deliverables, specs, and reference materials. The File Vault keeps your work artifacts organized across sessions with versioning, lifecycle stages, and cross-session retrieval.
Availability
Knowledge grows with your plan
Free
Essential
- Core knowledge storage
- Semantic search
- Basic classification
- Session-level context
Standard
Professional
- Expanded capacity
- File Vault access
- Knowledge lifecycle management
- Cross-context portability
- Advanced tagging
Premium
Unlimited
- Unlimited knowledge records
- Full File Vault with versioning
- Knowledge evolution tracking
- Supersession chains
- Priority embedding
Explore More
Other pillars of your Tempreon
Core Imprint
Your voice, values, and decision patterns — captured once, refined continuously.
Learn moreTempering & Learning
Passive learning and active refinement that compounds with every use.
Learn moreDecision Gates
Your judgment formalized — rules learned from how you actually decide.
Learn moreAgents
Dispatch autonomous AI agents that work in your voice, on your terms.
Learn moreBridges
One identity across Claude, ChatGPT, Cursor, and every tool you use.
Learn moreYour experience deserves better than raw recall
Start building your Knowledge Vault today. Everything you know, structured and ready when you need it.