A managed context service for documentation-heavy teams

Octoplexity gives teams one system for source intake, document compilation, permission filtering, and runtime context delivery across assistants, chatbots, APIs, and MCP tools.

Docs uploaded or crawled

Files

PDF Product Guide.pdf

DOC Release Notes.docx

PPT Runbook.pptx

MD Security.md

Web

docs.example.com

help.example.com

Document Compiler

StructureHeadings, hierarchy, relationships

ClaimsFacts, statements, guarantees

EntitiesProducts, terms, people, systems

SummariesSection and document summaries

ProvenanceSources, timestamps, authorship

Compiled artifacts

Graph

Claims

Packets

Index

Sources

Context Packet

Cited context

The system supports SSO with SAML 2.0 and OIDC [1]. Audit logs are retained for 365 days [2].

[1] Security.md[2] Runbook.pptx

API / MCP output

{
  "context": {...},
  "citations": [1, 2]
}

Chatbot answer

SSO is supported via SAML 2.0 and OIDC. Audit logs are retained for 365 days.[1][2]

The service wraps the compiler in operational controls.

Teams manage sources, refresh jobs, source permissions, API keys, MCP access, usage feedback, and context delivery from one control plane.

Source management

Upload files, crawl web docs, refresh content, and track the version behind each compiled artifact.

Runtime delivery

Serve compact context packets through API, MCP, hosted chatbot, and internal workflow surfaces.

Access controls

Filter by tenant, project, source, role, scoped key, and MCP client before context reaches the model.

Usage feedback

Capture corrections, missing-source reports, and accepted answers to improve retrieval weighting.

QuestionCan this customer use SSO and keep audit history?

Intent: policy or compliancePermission filter: support roleSources: security docs and admin guide

Context packet

SSO supports SAML 2.0 and OIDC. Audit events include member, source, key, billing, and permission changes.

[1] Security.md[2] Admin Guide

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