A ready-to-deploy RAG platform
for businesses and agencies
EloRAG turns approved company knowledge into grounded AI answers with citations, controlled access, and built-in governance — without having to build your own retrieval stack.
“The system answers from approved knowledge only, provides source citations, and refuses when evidence is insufficient instead of generating unsupported output.”1
Approved Knowledge Policy
Only approved content is indexed and retrieved. Unsupported answers must be refused.
Why teams choose EloRAG instead of building RAG in-house
EloRAG gives businesses and agencies a ready-to-deploy RAG platform with grounded answers, citations, approved-only access, and predictable deployment economics — without having to assemble and maintain the full stack internally.
Ready-to-Deploy RAG
Launch a business-ready retrieval layer without building your own chunking, indexing, retrieval, and answer pipeline from scratch.
Citation-Based Answers
Every grounded answer is backed by source citations, so teams can verify where the information came from.
Approved Content Only
The answering engine is restricted to approved knowledge only. Draft and review content stays inaccessible until explicitly approved.
BYO-Key Cost Control
Customers bring their own AI and OCR keys, so variable usage stays with the provider and platform pricing remains predictable.
White-Label Ready
Agencies and resellers can deploy branded client environments without building a separate multi-tenant RAG product themselves.
Refusal Over Guessing
If approved evidence is insufficient, EloRAG refuses instead of producing unsupported answers.
How EloRAG keeps answers grounded and controlled
EloRAG uses a governed content lifecycle so your retrieval layer only works with approved knowledge. Your team can upload, review, and validate content first, while the AI remains restricted to what is explicitly approved.
Draft
Content is uploaded and prepared for review.
Review
Your team validates content before it becomes AI-available.
Approved
Only approved content is available for AI answers.
What the retrieval layer can actually access
EloRAG does not search everything. It searches only the approved layer of your company knowledge.
Draft content is excluded from the retrieval layer and cannot appear in AI answers.
Content under validation stays unavailable until a reviewer explicitly approves it.
Only approved content is indexed, retrieved, and cited in grounded answers.
Predictable RAG economics with BYO-Key
EloRAG gives businesses and agencies the retrieval and governance layer, while customers keep direct control over LLM and OCR usage through their own provider keys.
Customer Keys
LLM and OCR providers
EloRAG
RAG + governance layer
- Customers provide their own LLM and OCR API keys, so model usage stays under their direct control instead of being absorbed into the platform.
- EloRAG keeps platform pricing separate from variable AI usage, which makes RAG deployment easier to forecast across teams, tenants, and clients.
- Agencies can deliver branded client environments without taking on hidden model consumption through platform-owned fallback keys.
- BYO-Key keeps the commercial model cleaner: EloRAG provides the retrieval and governance layer, while usage is billed by the chosen providers.
Why EloRAG
Why businesses outgrow generic chat-with-documents tools
Generic tools can be enough for simple use cases. EloRAG is built for businesses and agencies that need a real RAG deployment with grounded answers, approved-only retrieval, clearer cost control, and stronger operational structure.
Business Readiness
Fine for basic experiments
Generic chat-with-documents tools can work for lightweight testing, but they often become limiting when teams need reliable deployment, stronger controls, or client-facing use.
Built for real business deployment
EloRAG gives businesses and agencies a ready-to-deploy RAG platform with grounded answers, controlled knowledge access, and a structure that is usable beyond simple internal experiments.
Answer Quality
Weak grounding and unclear traceability
Generic tools may return broad answers, unsupported statements, or outputs without clear evidence boundaries, which makes them harder to trust in business workflows.
Citations and refusal when evidence is weak
EloRAG answers from approved content only, includes supporting citations, and refuses when retrieval evidence is insufficient instead of generating unsupported output.
Control Layer
Limited approval and access control
Many tools do not give teams a structured way to control exactly what content can and cannot be used by the AI, especially across evolving document sets.
Approved-only retrieval with governance built in
EloRAG adds a Draft → Review → Approved workflow so the retrieval layer stays restricted to content your team has explicitly approved for AI use.
Commercial Model
Harder to scale across clients or tenants
Generic tools are often not designed for white-label delivery, tenant separation, or clearer separation between platform pricing and variable model usage.
White-label ready with BYO-Key pricing
EloRAG supports multi-tenant delivery, agency use cases, and BYO-Key cost control, making it easier to deploy RAG for your own business or for clients under your brand.
From approved documents to grounded answers
EloRAG gives businesses and agencies a controlled RAG workflow for company knowledge — without having to build their own retrieval and governance stack from scratch.
Upload company knowledge
Bring documents into EloRAG and keep them scoped to the right tenant or client environment.
Review what the AI may use
Your team validates content before it becomes available to the retrieval layer.
Approve content for retrieval
Only approved content is indexed and made available for grounded AI answers.
Answer with citations
EloRAG returns citation-based answers and refuses when evidence is insufficient.
A controlled RAG workflow, without building it yourself
EloRAG combines approved-only retrieval, citation-based answering, refusal logic, and tenant-aware delivery in one deployable platform for business and agency use.
Use EloRAG across internal knowledge, client delivery, and white-label environments
EloRAG fits business environments where grounded answers, approved-only retrieval, citations, and structured deployment matter more than lightweight chat-with-documents tools.
Internal knowledge assistants
Give teams grounded answers from approved company documents, policies, procedures, and internal knowledge without exposing raw or unreviewed content.
Client-facing knowledge portals
Deploy retrieval-based AI experiences for customers or stakeholders where citations, controlled access, and clearer answer boundaries matter.
White-label agency deployments
Agencies and resellers can launch branded RAG environments for clients without building a separate multi-tenant product themselves.
Approved knowledge environments
Use EloRAG where teams need answers only from approved knowledge, with refusal behavior when evidence is insufficient.
Citation-based business workflows
Support business use cases where answer traceability matters, including operational guidance, internal documentation, and controlled information access.
Multi-tenant RAG delivery
Manage structured AI delivery across separate teams, tenants, or clients with stronger operational boundaries and clearer commercial control.
Frequently asked questions about EloRAG
Key questions about EloRAG’s retrieval model, answer quality, deployment structure, and pricing approach.
Deploy a business-ready RAG platform for your team or your clients
EloRAG gives businesses and agencies grounded answers, approved-only retrieval, citation-based output, and a cleaner deployment model than generic chat-with-documents tools.