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VATES.jp

Embeddable B2B AI infrastructure. Knowledge is held as structured plain text and interpreted at observation time โ€” no vector database, no embedding pipeline, no re-ranking. Integrate by API like Stripe or Twilio, or run it as a self-serve widget.

What it is

Embeddable B2B AI infrastructure. Developers integrate conversational AI into their own product through an API, in the same role as Stripe or Twilio. It also runs as a self-serve SaaS โ€” an embedded widget added with one line of JavaScript, or a standalone URL. Both share one foundation.

How it differs from RAG

Knowledge is stored as structured plain text and interpreted at query time. No vector database, no embedding step, no re-ranking.

  • Updates take effect the moment a line is written โ€” no re-embedding, no re-indexing.
  • The knowledge base stays inspectable plain text, so its contents can be read and audited directly.
  • Editing or deleting a line removes it, verifiable by inspection.
  • No dedicated vector database, no GPU, no per-use embedding API.

Three roles

  • bard โ€” turns natural language, images and PDFs into structured entries.
  • druid โ€” management UI: full-scan search, log analysis, reference tracing.
  • vates โ€” the conversational interface; replies in the reader's language.

MCP

A remote MCP server is included, so external AI agents can query a knowledge base directly โ€” by OAuth as a custom connector, or with a bearer API key. One tool is exposed, vates_ask, and it is read-only: it cannot change settings, read conversation logs, or reach other instances. Access is revocable from the console.

Operations

Setup, instance settings, the knowledge base, billing and security are all operable from a phone. Hash-chained tamper-evident audit logs, passkeys, 2FA, per-customer IP allow/denylists, per-instance rate and consumption limits, encrypted daily backups, and an automated data-retention lifecycle.

Pricing

Deposit-based. No subscription, no monthly fee, no minimum spend. Usage is deducted from a prepaid balance; minimum top-up is USD 5.00.

A startup from Okayama, Japan that is founded by Shuji Yamashita, Takuya Aoki.

(0 reviews)
Pricing:
Platforms:
  • Web
  • REST API
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VATES.jp

VATES.jp Reviews and Details

This page is designed to help you find out whether VATES.jp is good and if it is the right choice for you.

#Knowledge Management #AI Tools #AI Chatbots #Knowledge Base #AI #Chatbots

Screenshots and images

  • VATES.jp Knowledge as inspectable plain text โ€” no vector database
    Knowledge as inspectable plain text โ€” no vector database //
    2026-07-24
  • VATES.jp Answers grounded in your own knowledge base
    Answers grounded in your own knowledge base //
    2026-07-24
  • VATES.jp Embedded widget and standalone chat
    Embedded widget and standalone chat //
    2026-07-24
  • VATES.jp Security overview โ€” audit log, sessions, threats
    Security overview โ€” audit log, sessions, threats //
    2026-07-24

Features & Specs

  1. Retrieval

    Direct observation of structured plain text โ€” no embedding or re-ranking step

  2. Knowledge updates

    Effective the moment a line is written; no re-indexing

  3. Knowledge visibility

    Plain text, readable and auditable directly

  4. Deployment

    Embedded widget (one line of JS) or standalone URL

  5. API

    REST with idempotency keys and per-tenant rate limits

  6. MCP server

    Remote, OAuth or API key; read-only vates_ask tool

  7. Input formats

    Text, logical notation, images and PDFs

  8. Reply language

    Answers in the reader's own language

  9. Audit Log

    Hash-chained, tamper-evident, CSV export

  10. Billing

    Prepaid deposit, no subscription, no monthly fee

  11. Authentication

    Passkeys (WebAuthn/FIDO2), 2FA, JWT with session ledger

  12. Access Restrictions

    Per-customer IP allowlist and denylist, CIDR ranges

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Questions & Answers

As answered by people managing VATES.jp.

  1. What makes VATES.jp unique?

    Knowledge is held as structured plain text and interpreted at the moment it is queried. There is no vector database, no embedding step, and no re-ranking. A line written into the knowledge base takes effect immediately, with no re-indexing, and the contents stay readable โ€” you can see exactly what the system holds, and delete a line and verify it is gone.

  2. Why should a person choose VATES.jp over its competitors?

    Fewer moving parts. No vector database to run, no GPU, no per-use embedding API โ€” which lowers both cost and the number of things that can break. Nothing is hidden behind numeric vectors, so answers can be traced to the material behind them. Billing is a prepaid deposit with no subscription and no monthly fee, so it can be tried at small scale and grown without renegotiating a contract.

  3. How would you describe the primary audience of VATES.jp?

    Two groups. Developers who want to embed conversational AI into their own product through an API, in the same role as Stripe or Twilio. And small to mid-sized businesses that want to run it out of the box โ€” as a widget on their site or a standalone chat โ€” without engineering work. Both are served by the same foundation.

  4. Which are the primary technologies used for building VATES.jp?

    Python and FastAPI on the backend, React with Vite on the front end, SQLite for storage, on Ubuntu with Nginx. Payments through Stripe. Deployed on AWS EC2 behind Cloudflare. Notably absent: there is no vector database and no embedding pipeline in the stack.

  5. What's the story behind VATES.jp?

    VATES is built by STANDOUT Inc. in Okayama, Japan, on a theory its developer worked out independently rather than assembling from existing frameworks. The premise is that meaning is not fixed in a symbol but arises when something is observed โ€” so knowledge is kept as structure and interpreted at read time rather than compressed into coordinates in advance.

    A concise formulation has been published as a preprint, IIIS: An Inter-Intelligence Intermediary Syntax for Shared Observation Across Perceptions (https://doi.org/10.5281/zenodo.21374493). The full theory is being prepared as a book.

    The three working roles are named after the Celtic oral tradition: bard receives, druid keeps, vates speaks across.

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  • Domain Rating (DR)

    Check the "Domain Rating" of VATES.jp on Ahrefs. The domain rating is a measure of the strength of a website's backlink profile on a scale from 0 to 100. It shows the strength of VATES.jp's backlink profile compared to the other websites. In most cases a domain rating of 60+ is considered good and 70+ is considered very good.

  • Domain Authority (DA)

    Check the "Domain Authority" of VATES.jp on MOZ. A website's domain authority (DA) is a search engine ranking score that predicts how well a website will rank on search engine result pages (SERPs). It is based on a 100-point logarithmic scale, with higher scores corresponding to a greater likelihood of ranking. This is another useful metric to check if a website is good.

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