VATES

VATES

STANDOUT Inc.
Vedana

Vedana

Epoch8
+
+

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About

VATES is AI knowledge infrastructure for organizations that need reliable answers from information they control. It keeps knowledge structured, human-readable, and directly editable instead of turning it into opaque vector embeddings. Changes can be reflected in AI responses without rebuilding or re-indexing a vector database. VATES can be used as a standalone conversational interface, embedded into an existing website, or integrated into products and AI workflows through its API. Answers are multilingual and traceable to their underlying knowledge sources. It is designed for operational knowledge such as internal procedures, product information, policies, manuals, and customer support where accuracy, ownership, and traceability matter. The architecture is informed by publicly available research published as DOI-indexed preprints, with the author's research record maintained through ORCID. VATES uses prepaid, usage-based billing with no required monthly subscription.

About

Your company knowledge lives across PDFs, spreadsheets, wikis, and ERP exports. Classic RAG retrieves the top-K most similar fragments — fine for summaries, but it fails when answers must be exact and complete. Vedana takes a structure-first approach. You describe your domain as anchors, attributes, and links. Vedana loads your data into a typed knowledge graph, and AI agents explore it step by step: running graph queries, vector search, and assembling answers from real data. The LLM interprets; the data stays the source of truth. What you get: - Exact values: prices, dates, statuses from the graph - Complete results: every matching record, nothing dropped - Multi-hop reasoning: product → category → regulation → document - Traceability: every answer maps to nodes, edges, and chunks - Determinism: same question, same operations Built-in evaluation with golden datasets. Works with any LLM. Open-core, managed cloud, or on-premise. Pilot ships in 4 weeks.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Businesses of any size that want to add a multilingual AI assistant to their website, and developers who need chat infrastructure they can embed via API.

Audience

Ecommerce; legal and compliance; financial services; government and public sector

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

$5 deposit, pay-as-you-go
Usage-based prepaid deposit. No subscription, no monthly minimum,
no cancellation fee. $5.00 minimum per top-up. Billed per request
from the balance. Current rates are listed on the pricing page.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

STANDOUT Inc.
Founded: 2024
Japan
vates.standout.jp/

Company Information

Epoch8
Founded: 2017
Georgia
e8.team/

Alternatives

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GraphDB

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txtai

txtai

NeuML
Dgraph

Dgraph

Hypermode

Categories

Agentic AI Supported

Categories

Semantic Search Supported

Integrations

ChatGPT Supported
Claude Supported
Mistral AI Supported

Integrations

ChatGPT Not Supported
Claude Not Supported
Mistral AI Not Supported
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