Home
Loading

aVenture is in Alpha: During this preview period, you should expect the research data to be limited and may not yet meet our exacting standards. We've made the decision to provide early access to our data to showcase the product as we build, but you should not yet rely upon it alone for your investment decisions.

aVenture is in Alpha: During this preview period, you should expect the research data to be limited and may not yet meet our exacting standards. We've made the decision to provide early access to our data to showcase the product as we build, but you should not yet rely upon it alone for your investment decisions.

Get in touch

  • Contact

  • Request a demo

  • Request data updates

  • Add a company

Research

  • Companies

  • Investors

  • People

aVenture

  • Sitemap

  • Feature requests

Member

Backed by

© aVenture Investment Company, 2026. All rights reserved.

San Francisco, CA, USA

Privacy Policy

aVenture Investment Company ("aVenture") is an independent research platform providing detailed analysis and data on startups, venture capital investments, and key industry individuals. It is not a registered investment adviser, broker-dealer, or investment advisor and does not provide investment advice or recommendations. The data provided by aVenture does not constitute recommendations or advice, whether by methodology, analysis, AI-generated content, or a statement written by a staff member of aVenture.

aVenture is not affiliated with any of the people, companies, organizations, government agencies, regulatory bodies, or investment funds we provide coverage for on this site unless explicitly stated otherwise. Users assume full responsibility for decisions made based on information obtained from this platform. Links to external websites do not imply endorsement or affiliation with aVenture. Any links that provide the ability to invest in a primary or secondary transaction in a company are for convenience only and do not constitute solicitations or offers to buy or sell an investment. Investors should exercise heightened precaution and due diligence when investing in private companies, especially those not independently audited.

While we strive to provide valuable insights with objectivity and professional diligence, we cannot guarantee the accuracy of the information provided on our platform. Before making any investment decisions, you should verify the accuracy of all pertinent details for your decision. To the fullest extent permitted by law, aVenture shall not be liable for any direct, indirect, incidental, consequential, or financial damages arising from use of this site, whether by consumers of its contents directly or by persons or organizations covered by our research, even if we are advised of the possibility. Our best-efforts processes and correction request forms do not create a warranty or duty of care.

Profiles on this platform may include content generated in part by large language models (LLMs, artificial intelligence) that aggregate publicly available sources (e.g., SEC EDGAR, public filings, press releases). Source attribution is provided where known; always verify statements and claims here against original sources before relying on any data. Content on our site may contain inaccuracies, omissions, or what are commonly called 'hallucinations' if generated in part or in full by AI / LLMs. The risk can also exist even when content is written by a human, as internal and third-party sources may also have inaccuracies for the same or different reasons. While we randomly audit a proportion of content, this is not exhaustive.

We recommend that an independent auditor be hired to verify the accuracy of the information before relying on it for any sensitive decisions. By accessing this platform, you agree not to rely solely on any information generated by AI, aggregated, or sourced or written otherwise on this site, for investment, financial, or other decisions. aVenture assumes no responsibility for inaccuracies, omissions, or hallucinations. You must independently verify all data from primary sources. Use of this platform constitutes your waiver of claims for reliance-based damages, including negligent misrepresentation. To report an error, request a correction, or dispute information about a company or individual, contact us via our request data updates form.

Loading homepage
Loading
Home›Research›Companies

Companies

Loading
Home›
Research›
Companies›
Engram›
Products & Services
AI Memory API

Engram› offers AI Memory API

ProductCurrently Offered

API that trains compact reusable memories on organizational context for agent inference.

Loading
Overview

The API lets developers and enterprise platforms build agents that learn from shared knowledge workspaces. It compresses institutional context into compact memory objects called engrams, which are loaded at inference time to reduce token consumption and improve accuracy.

Early integrations include Notion custom agents, Harvey legal research models, and Microsoft 365 enterprise pilots.

AI Memory API - Classification

Industry
  • Artificial Intelligence
Model
  • AI Platform
Revenue
  • SaaS
Customer
  • Enterprise
Tags
  • Artificial Intelligence
  • Enterprise Software
  • Machine Learning

AI Memory API - Direct Competitors

  • Chroma

    Chroma logo

    ChromaDB

    trychroma.com

  • Pinecone

    Pinecone logo

    Pinecone — Vector Database

    pinecone.io

AttributeAI Memory APIChromaDBPinecone — Vector Database
ProviderEngramengram.com$98M raised · SeedChromatrychroma.com$20.3M raised · SeedPineconepinecone.io$138M raised · Late Stage Private
Founded202520222019
Sells ToEnterpriseDeveloper, EnterpriseEnterprise
Pricing ModelSaaSRecurring, SoftwareRecurring, Software, Usage-based
OwnershipPrivately HeldVenture CapitalVenture Capital
AI Memory API

Provider Engramengram.com$98M raised · Seed

Founded 2025

Sells To Enterprise

Pricing Model SaaS

Ownership Privately Held

ChromaDB

Provider Chromatrychroma.com$20.3M raised · Seed

Founded 2022

Sells To Developer, Enterprise

Pricing Model Recurring, Software

Ownership Venture Capital

Pinecone — Vector Database

Provider Pineconepinecone.io$138M raised · Late Stage Private

Founded 2019

Sells To Enterprise

Pricing Model Recurring, Software, Usage-based

Ownership Venture Capital

AI Memory API - Similar Products & Services

  • Zilliz Cloud logo

    Zilliz Cloud

    cloud.zilliz.com

  • Milvus logo

    Milvus

    milvus.io

  • Qdrant Vector Database logo

    Qdrant Vector Database

  • Reranker Model logo

    Reranker Model

  • Managed Retrieval API logo

    Managed Retrieval API