Aristo
1 known investors
Aristo develops a context-aware AI memory layer that lets users control their own data, focusing on on-device model optimization and efficient AI systems. It emphasizes performance alongside user privacy and data authority.
Also known as Aristo Intelligence
Investors · 1
Company profile
researched Aug 2026Aristo (Aristo Intelligence) is a Seoul-based company developing persistent memory infrastructure for AI agents. Its stated focus is context management, drawing on prior work optimizing on-device models and researching efficient AI systems, with an emphasis on both performance and user safety. The company positions its work as a user-oriented memory layer that gives people authority over their own data and privacy.
Its product, Membase, is a personal memory solution for AI agents. It connects conversations between users and AI systems with data from productivity tools such as email, Slack and calendar applications, aggregating project progress, work history and personal preferences into a single memory layer that AI systems can access in real time. Membase is designed to manage relationships and context between people, projects, work history and decision-making processes rather than simply storing information, so that responses align with user intent and workflow context. The company is led by CEO Shinhyuk Hwang (Hwang Shin-hyuk).
Founding story
The founding team demonstrated its technical approach at a Claude Code hackathon judged by an Anthropic co-founder, building a minimum viable product in three hours and finishing second.
Business model
Aristo offers Membase as a consumer-facing memory product for individual users of AI services, with stated plans to expand into B2B offerings including team-level memory sharing and memory APIs for AI agent developers.
Traction
The founding team built an MVP in three hours and placed second at a Claude Code hackathon judged by an Anthropic co-founder. Membase-related posts on X have drawn engagement from Y Combinator CEO Garry Tan.
Latest developments
On 25 June 2026 the company announced a pre-seed round from Kakao Ventures, with the amount undisclosed. Proceeds are earmarked for improving memory accuracy and real-time auto-update capability, usability for non-technical users, and expansion into team-level memory sharing and memory APIs.
▸Full profile — market position, technology, go-to-market, geography
Market position
Aristo addresses fragmentation across AI platforms, each of which maintains its own memory system and requires users to repeatedly re-explain work history and decision-making processes. Its investor describes the AI memory market as an emerging category in which Aristo could take a leading role.
Technology
An independent memory layer that is not tied to any single AI service, allowing multiple AI platforms to share the same user context. It ingests user–AI conversations and data from productivity tools (email, Slack, calendars) and maintains relationships and context across people, projects, work history and decisions, with work underway on memory accuracy and real-time automatic updating. The company also cites experience optimizing on-device models and researching efficient AI systems.
Go-to-market
The company is targeting initial user acquisition in North America, with a website offering a direct trial of Membase, and plans to broaden usability for non-technical users before moving into team and developer-facing products.
Individual users who work across multiple AI services, including non-technical users; planned expansion to teams and to developers building AI agents.
Geography
Headquartered in Seoul, South Korea, with initial user acquisition targeted at North America.
Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.
Timeline · 2
launches, deals, and filingsAristo Intelligence announced a pre-seed round from Kakao Ventures; the amount was not disclosed. Funds are to be used for memory accuracy, real-time auto-update, usability for non-technical users, and expansion into team memory sharing and memory APIs.
The founding team built an MVP in three hours and finished second at a Claude Code hackathon directly judged by an Anthropic co-founder.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
▸Research sources · 8
primary sources listed
- Aristoaristo.so · web
8 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Aristo do?
- Aristo Intelligence builds Membase, an independent memory layer that gives AI agents persistent, user-controlled context.
- Who are Aristo's investors?
- Aristo's investors include Kakao Ventures.