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With AI, Everyone is a Dev. EveryDev.ai © 2026
    1. Home
    2. Developers
    3. Unstruk Data Inc.

    Unstruk Data Inc.

    Unstruk Data (Graphlit) builds context infrastructure for AI agents and applications, enabling them to have structured, semantic, and durable memory.

    Visit Website

    At a Glance

    1Tool Listed
    2Products
    6Capabilities
    Discussions
    Seattle, WAHeadquarters
    2021Est.
    3Employees
    $3.6MRaised
    Focus Areas
    Agent Memory
    Retrieval-Augmented Generation
    MCP Servers
    Connect
    Latest News
    Graphlit Sunset and Customer Offboarding AnnouncementJul 1, 2026
    Article: The Agent Is the UserMay 28, 2026
    Markets
    • AI Developers
    • Enterprise Software Teams
    • Knowledge Management Startups

    AI Tools by Unstruk Data Inc.

    (1)
    View Graphlit
    Graphlit tool icon

    Graphlit

    AI Agent Memory Platform

    Agent MemoryRAGMCP Servers

    Discussions

    No discussions yet

    Be the first to start a discussion about Unstruk Data Inc.

    Latest News

    07/01/2026

    Graphlit Sunset and Customer Offboarding Announcement

    graphlit.com
    05/28/2026

    Article: The Agent Is the User

    graphlit.com
    05/20/2026

    AI Agent Memory Frameworks in 2026 Survey

    graphlit.com
    05/18/2026

    Context Graphs, Honestly

    graphlit.com

    Products & Services

    2
    Graphlit
    2023

    A context infrastructure platform for AI agents, providing a substrate for structured, semantic, and durable memory.

    Zine
    2026

    An AI-powered interface for human memory, designed to be narrative, explorable, and social.

    Market Position

    Positions itself as a sophisticated context substrate compared to simple vector stores, competing with frameworks like Mem0, Zep, and LangMem.

    Leadership

    Founders

    KM

    Kirk Marple

    Founder & CEO of Graphlit (formerly Unstruk Data). Previously Software Architect at Microsoft (media platforms), CEO of Dossium, and CTO of multiple startups. Expert in unstructured data and cloud architecture.

    Executive Team

    KM

    Kirk Marple

    Founder & CEO

    Experienced technical founder with a background in media platforms at Microsoft and multiple CTO roles.

    Founding Story

    Started in 2021 with a vision of creating a 'Snowflake for unstructured data', the company evolved into building the context layer for the agentic era.

    Business Model

    Revenue
    Estimated $330K ARR (as of 2025).

    Revenue Model

    API usage-based credits and monthly subscriptions.

    Pricing Tiers

    Free
    $0

    Limited free usage, ingest any content, search by text/vector, chatbot RAG.

    Hobby
    $49/month + usage

    Everything in Free, $0.10/credit, 10GB storage, 10K items, MCP server access.

    Starter
    $199/month + usage

    Everything in Hobby, $0.09/credit, 100GB storage, 100K items, Priority support.

    Growth
    $999/month + usage

    Everything in Starter, $0.08/credit, Unlimited storage/items, Dedicated technical contact.

    Target Markets

    Industries & Segments
    • AI Developers
    • Enterprise Software Teams
    • Knowledge Management Startups
    Use Cases
    • AI Agent Memory
    • Knowledge Management for Teams
    • Contextual Search and Retrieval
    • Automated Content Enrichment

    Quick Facts

    Headquarters
    Seattle, WA
    Founded
    2021
    Entity Type
    Inc.
    Employees
    3
    Total Funding
    $3.6M
    Investors
    8VC
    Office Locations
    Seattle

    Funding History

    Seed$3.6M
    2021-03-30
    8VC

    History & Milestones

    2026-05

    Announced Zine (zine.ai), an AI chat interface for human memory.

    2026-07

    Announced winding down of Graphlit operations and customer offboarding.

    2023

    Rebranded/Pivoted to Graphlit, focusing on AI agent memory and context infrastructure.

    2021-02

    Unstruk Data Inc. is founded by Kirk Marple.

    2021-03-30

    Raised $3.6M Seed funding led by 8VC.

    Key Capabilities

    6
    Multimodal content ingestion (PDF, audio, video, web)
    Automated content feeds (RSS, Notion, S3)
    Text and vector similarity search
    RAG-powered chatbot conversations
    Configurable extraction and enrichment workflows
    Transcription, embeddings, and completions

    Integrations & Partnerships

    Platform Integrations

    • Amazon S3
    • Attio
    • Azure Blob
    • Box
    • Confluence
    • Notion
    • Slack

    Connect

    Website
    graphlit.com
    GitHub
    graphlit
    X / Twitter
    graphlit
    LinkedIn
    graphlit
    YouTube
    @GraphlitPlatform
    Discord
    ygFmfjy3Qx

    AI Topics

    3

    Unstruk Data Inc. focuses on these topics:

    Agent Memory(1)
    Retrieval-Augmented Generation(1)
    MCP Servers(1)
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