The information in your life should work as hard as you do

Jan 6, 2026

Jan 6, 2026

Share

Summarize this article with AI

MyVault - Infromation answering system
MyVault - Infromation answering system
MyVault - Infromation answering system

For years, we’ve moved files online. Cloud storage, digital safes, document managers. Files sit there until we need them. That’s storage, but storage alone doesn’t make information usable.

At MyVault, we are building a private AI system that connects personal information without exposing it. Not another place to upload files, but a way to keep them structured and accessible when you need them.

Storage alone isn’t enough

Digital storage replaced paper piles, but the problem stayed. Thousands of files sit in folders with vague names or disappear into downloads. A scanned receipt, a warranty PDF, or an old bank email only exist if you remember to check. 

We spend time tagging and filing, but the documents stay dormant. They remain disconnected until you miss a renewal or need a quick answer.

From filing to usable data

Traditional tools require you to adapt to the software by choosing folders and remembering where everything lives. MyVault uses models to convert these unstructured documents into structured data you can query.

When a file enters the vault, the system extracts entities such as assets, policies, accounts, dates, and amounts. These outputs link to existing records. This creates a structure based on relationships, not storage locations. 

Without this extraction, personal information remains stuck in traditional search and folder structures.

Maintaining continuity and verifying data

Traditional storage treats documents as separate snapshots. MyVault treats each asset or entity as a persistent record. When a new document arrives, the system extracts the data and updates the relevant entity immediately. 

Conflicting updates are flagged while historical entries are preserved. This builds a timeline of changes, keeps the most recent verified information at the top, and lets you see exactly when and why a value changed. 

All linked entities stay connected, so your data is accurate and actionable.

MyVault intelligence vs. old document tools

Here’s how MyVault differs from traditional document tools:

Feature

Old document tools

MyVault

Primary function

File storage and retrieval

Data extraction and connection

Input format

Files treated as whole objects

Files broken into structured records

Organization method

Manual folders and tags

AI entities and relationships

Search behavior

Keyword matching

Relationship based queries

Cross document context

Not preserved

Stored at the data level

User effort

High and ongoing

Limited to upload

System behavior

Passive

Runs checks across connected records

Handling unstructured data

Minimal

Core capability

Privacy model

Administrative access

Zero trust, user held keys

Result

Archived files

Queryable personal data

The knowledge graph: answers, not just files

The knowledge graph stores extracted entities and their relationships. Each entity exists once and links to all related documents, providing a direct connection between structured data and the original evidence.

This structure makes your information usable, not just stored.

Agents on the same intelligence layer

MyVault runs three agents:

  1. Insurance Agent extracts and checks details related to policies, coverage, and claims

  2. Asset Agent tracks ownership records, valuations, warranties, and maintenance

  3. Finance Agent accesses payments, subscriptions, and spending records

Agents share the same data. A policy renewal updates coverage records, asset exposure, and expense projections at the same time. Because every item is linked to its proof, the agents can reference the original documents to confirm any detail.

Ask MyVault

Questions follow these stored relationships. Ask about total car spending and MyVault pulls payments from finance, purchase records from assets, and claim payouts from insurance. Answers come from structured data, not document search, with sources always accessible.

Why connected data matters

When information is linked and verified, it changes how it can be used. Receipts, policies, and other documents become instantly queryable. Need total car expenses for the year? Or whether a home insurance policy covers a new repair? 

MyVault can provide precise answers because every entity, relationship, and update is tracked. You see the current status without searching through folders. Connected data turns your documents from static files into actionable intelligence, saving time, reducing errors, and giving confidence that nothing is missed.

Private by design

The word “AI” can concern people with personal files. Here is how MyVault handles your files:

  • You hold the encryption keys. We use a zero-trust architecture, which means the technical design prevents us from accessing your files. We do not have a method to bypass your security or view the contents of your vault.

  • Analysis runs in secure 30-day windows. When the system extracts data from a document, it happens in a temporary environment. This environment exists only to perform the task. After 30 days, processing data is wiped from our servers. Nothing stays behind.

  • Your data is not used for training. The models used by MyVault do not learn from your personal information. Your records are not fed back into public datasets or used to change the system for other users.

Our progress

We’re a small team of builders. We believe everyone deserves the same intelligence that big companies have, with the privacy of a physical safe.

MyVault acts as your digital brain. It keeps the details you might forget, so your family has the information they need during an emergency.

Follow the build

Starting this month, we are launching a monthly letter to share the logic behind MyVault. We will explore the intersections of private AI, agentic systems, and human-centered intelligence.

Follow our build and see how private AI makes your information useful.