VATESSTANDOUT Inc.
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VedanaEpoch8
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Related Products
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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.
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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.
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Platforms Supported
Windows
Not Supported
Mac
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Linux
Not Supported
Cloud
Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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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
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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.
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Audience
Ecommerce; legal and compliance; financial services; government and public sector
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Support
Phone Support
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24/7 Live Support
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Online
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Support
Phone Support
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24/7 Live Support
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Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and VideosNo images available
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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
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Pricing
No information available.
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
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Live Online
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In Person
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationSTANDOUT Inc.
Founded: 2024
Japan
vates.standout.jp/
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Company InformationEpoch8
Founded: 2017
Georgia
e8.team/
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Integrations
ChatGPT
Not Supported
Claude
Not Supported
Mistral AI
Not Supported
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