Trust-First Local AI Memory · Windows Founder Access
Find answers in the documents you add to MemoRay — while your files stay on your device.
Private, local-first AI document search for Windows. Ask questions across selected PDFs, DOCX files, scans, receipts, invoices, agreements, IDs, and other sensitive records. MemoRay shows answers with sources from your own documents, with no document upload required for the core workflow.
Windows Founder Access is available while onboarding remains limited.
Examples
Search the records you already have — without handing them to cloud AI.
Import the supported files you choose, then search or ask questions with answers that show sources.
Find tax records, receipts, and IDs
Search tax PDFs, statements, receipts, scans, and sensitive personal records without digging through folders or relying on exact filenames.
Search invoices, warranties, and policy details
Locate purchase records, service documents, insurance, benefits, financial, or policy documents and verify the source behind an answer.
Find signed agreements and client records
For consultants, founders, and micro-business owners, retrieve signed agreements, proposals, statements of work, and client records.
These examples are retrieval scenarios, not a promise that every file will produce a perfect answer. Result quality depends on file quality, OCR quality, and whether the answer is present in the imported documents.
What MemoRay can do
Import documents, search locally, and ask grounded questions.
Import
Bring in PDFs, DOCX files, and common image files.
Supported now: PDF, DOCX, JPG, JPEG, PNG.
Search
Search across records with local retrieval.
Use search and filters across imported files without manually digging through folders.
Ask
Ask questions grounded in your files.
Ask MemoRay returns answers with sources tied to imported documents.
How It Works
From import to answer, MemoRay keeps the workflow local and shows sources.
Import supported files, process them locally, then search or ask questions with answers that show sources.
File Selection To Retrieval
A transparent local workflow from file selection to retrieval.
MemoRay turns selected supported local files into searchable results with sources.
01
Select
Select supported files or folders, review staged documents, then import locally.
02
Process locally
Text extraction, making documents searchable, and duplicate checks run locally.
03
Search
Search across matching text and filters in imported documents.
04
Ask
Ask questions and get results grounded in imported files.
05
Protect
Use Access level controls for protected documents.
These current 0.3.0 captures show synthetic sample documents at Import review and source verification. The Ask MemoRay screen appears in Overview.
01 Import review
Import documents and review them before adding them.
Example shown with sample data.
02 View sources
Open the source behind an answer.
Review the supporting document before acting on an answer.
Product Tour
See MemoRay in action
A current MemoRay screen using sample documents.
MemoRay 0.3.0 product walkthrough using synthetic sample documents. The video is silent.
How MemoRay Is Different
Built for private document memory — not generic AI chat.
MemoRay is not trying to replace every AI assistant, file search tool, or note app. It has one focus: helping you search and ask across selected personal records while keeping the core workflow local and showing sources.
Alternative
What it does well
Where MemoRay is different
Cloud AI assistants
Powerful general reasoning and fluent answers.
MemoRay is designed for private document memory where core workflows do not require uploading your files.
Local AI chat tools
Run models locally and experiment with private inference.
MemoRay focuses on document import, local processing, search, answers with sources, and user-controlled memory — not just chatting with a model.
File search / desktop search
Find filenames and text matches.
MemoRay adds natural-language search and Ask MemoRay results with sources across imported records.
Privacy & Local Processing
Trust is designed into the workflow, not added as a slogan.
MemoRay's Founder Access release is intentionally explicit about what runs locally, what is optional, and what is still being hardened. The goal is not vague privacy language - it is clear, inspectable product behavior.
No Document Upload
Core MemoRay document processing does not require file upload.
No document content is uploaded for the core local workflow.
Local Processing
Core document workflows are designed to run on the user's device.
File import, text reading, making documents searchable, search, and results with sources operate locally for the core path.
Storage Note
MemoRay is careful about local storage claims.
Documents and saved file copies use a password-derived encrypted local storage path, while document details, text, and search data still rely on SQLite. Full encryption parity remains a product-hardening item.
If you use Protected documents, you create the password locally inside MemoRay. That password is separate from any Founder Access license key, and RayAI/MemoRay cannot recover it. If it is forgotten, remove the current MemoRay workspace and import documents again before setting a new password. Original files outside MemoRay are not deleted.
Network access is limited to license activation/validation, app updates, and support forms you choose to submit.
MemoRay processes imported documents, text reading, search, and Ask MemoRay locally on your Windows device. Network access is used for Founder Access license activation, license validation, app update checks, and support forms you choose to submit.
Document content is not sent to RayAI license or update services.
Your Windows device
Imported documents
Text reading
Search locally
Ask MemoRay
Answers with sources
Documents stay here.Document content does not cross this boundary.
RayAI services
Founder Access license activation
License validation
App update checks
Support form, only if you submit it
MemoRay remains the product.MemoRay applies the RayAI Standard through clear local-first behavior, source-grounded answers, and precise user-facing boundaries.
Transparency shows current network status for license and update services. Example shown with sample data.Protected documents use a separate password created locally inside MemoRay.
How the local workflow works
Core document workflow runs on your device.
This is separate from the network services used for Founder Access licensing, update checks, and support forms you choose to submit.
Your files remain the source of truth for search and Ask results.
Text reading, making documents searchable, lexical search, and local retrieval run locally.
Read the privacy policy and FAQ for more detail on local processing and current product limits.
Founder Access
Founder Access is open for MemoRay on Windows.
Request Founder Access for the current Windows cohort. Onboarding is limited and hands-on while MemoRay is shaped with early users.
MemoRay Founder Access for Windows
One limited offering for approved participants, with hands-on onboarding and the current MemoRay local document workflow.
The approved participant receives the license and secure download instructions.
Terms and EULA agreement are required before download. Download recovery and support are handled through the MemoRay support form.
Founder Access
Request Founder Access
Approved users receive 6 months of free access while MemoRay is shaped with a small group of privacy-conscious professionals, micro-business owners, and power users.
Founder Access Cohort
Request Founder Access.
Founder Access includes 6 months of free MemoRay use.
After the free period:
Standard annual price: $99/year
Founder renewal price: $49/year
Founder members will receive renewal details before the free period ends. No automatic charge applies during the free Founder Access period.
Request review for current Founder Access onboarding.
Tell us which sensitive records you need to search without cloud upload.
Help shape the early product with founder-led product feedback.
Current Founder Access system fit:
MemoRay Founder Access is currently available for Windows.
Windows 10 or Windows 11, 64-bit.
8 GB RAM minimum; 16 GB recommended.
2 GB free disk space for the app, plus additional local storage for imported documents and the local search index.
SSD recommended.
Internet connection required for Founder Access license activation/validation, support forms, and update checks.
Supported files: PDF, DOCX, JPG, JPEG, PNG.
macOS and Linux are not included in the first Founder Access release.
Founder Access is limited to the current Windows cohort and intended for users willing to share product feedback.
Founder Access Request
Request Founder Access
Help us understand your Windows fit and first document workflow for controlled, hands-on onboarding.
