~50%
Target reduction in input tokens
Reduce duplicate and irrelevant information, aiming to halve input tokens while preserving quality.
← HomeYour AI.
DATA BRAIN / Data & memory module
Your AI.
Your memory.
A data and memory module for Personal AI Agents. Connect scattered files and conversations so your assistant can work with an understanding of your context.
How memory takes shapeA different assistant.
The same shared memory.
Plan your day. Find a document. Pick up where you left off. Data Brain manages the data and memory behind these tasks independently of any one assistant, carrying context forward within your permissions.
DATA & MEMORY FOR PERSONAL AI AGENTS
Between your data and your agent.
Your data
- Documents & photos
- Conversations & email
- Plans & work history
Data Brain
DataConnect · understand · structure
MemoryRelate · retrieve · update
Personal AI Agent
Personal assistant
AI secretary
Send the needed memory. Bring confirmed results back. Data and memory remain governed by your permissions.
01 — HOW IT WORKSDATA → MEMORY → ACTION
How memory reaches your assistant.
Ask your assistant to prepare for tomorrow’s meeting. Follow the documents and conversations that become memory and bring context to the task.
01 / CONNECT
Bring data together. Keep its source.
Connect to services with your permission, recording sources and update times. Preserve the original access rights as information is prepared for use.
For example: preparing for tomorrow’s meeting
Bring together the emails, quotation and meeting schedule for the same project.
Input
Email, files and calendars
What carries forward
Source-linked data
02 / STRUCTURE
Different formats. Meaning you can use.
Read people, dates, events and intent across documents, images and audio. Keep the originals and ask you to clarify ambiguous meaning or intent.
For example: preparing for tomorrow’s meeting
Extract who will do what, and by when, from a meeting recording. Keep the original statements.
Input
Documents, images, audio and video
What carries forward
Structured information
03 / RELATE
Isolated facts become a shared history.
Link information by person and project, preserving its history and changes. Find the background that a single document cannot reveal, within the information you permit.
For example: preparing for tomorrow’s meeting
Connect meeting decisions, changes made by email and the latest quotation to one project.
Input
Structured information
What carries forward
An evolving memory network
04 / SELECT
Just the memory this task needs.
Search memory according to the task and your permissions, including context you forgot to mention. Use sourced information and ask for important missing material.
For example: preparing for tomorrow’s meeting
Find the previous decisions and changes to the quotation ahead of tomorrow’s meeting.
Input
The task and your memory network
What carries forward
Relevant, scoped context
05 / ACT & REFLECT
The right AI. A result to build on.
Choose an AI based on the task, capability, confidentiality and cost. Share only the needed memory and permissions. After confirmation, add results and corrections to memory for other authorized AI to use.
For example: preparing for tomorrow’s meeting
AI A summarizes the meeting. AI B uses the action items you confirmed to continue the work.
Input
Relevant memory and your permission
What carries forward
Results and confirmed corrections
02 — YOUR MEMORY, YOUR CONTROL
Change the AI.
Keep your memory.
Manage memory and permissions in one place. Share only what is needed with local AI, cloud AI or specialist agents, then carry confirmed results into the next task.
- Permissions you control
- Traceable sources and access history
- Updates after confirmation
Data BrainYour memory & permissions
↓ Share only the needed memory
Local AI
Cloud AI
Specialist agents
03 — WHAT WE AIM FORDEVELOPMENT
Less input. More understanding.
Fewer gaps
Find information across apps and formats
Connect and relate permitted sources so that important information is easier to find.
More context
Recall what you forgot to mention
Find related information for the task and fill in the background with sourced memories.
BUILT BY INITIAL S
The memory layer. The assistant experience.
We develop data and memory modules alongside our own personal AI services, including Kurachan and Kibi. Talk to us about integration with your agent or co-development.