Team Productivity & Knowledge
Enterprise Knowledge Copilot
Give teams sourced, reviewable answers from knowledge they are allowed to access.
Connect sources, parsing, versions, permissions, indexing, retrieval, answer citations, evaluation, and refresh rather than offering an unbounded chat box.
Discuss the scopeQueries, sources, and verifiable results
Composed around your scope
Reference operating scenario
Typical objects, ownership, and next actions explain how this system works; this is not a live product.
Verifiable results
Knowledge sources, versions, and sync policy
Source 1Reduce time spent finding internal knowledge
Permission-aware retrieval and cited assistant
Source 2Improve answer trust and permission consistency
Feedback, evaluation, and refresh workflow
Source 3Reduce time spent finding internal knowledge
Fields, access, and integrations are confirmed per project
Does this sound familiar?
01
Knowledge is scattered across drives, chats, and personal documents, so teams cannot find the latest trusted version.
02
Experts answer the same questions every day, but responses are not retained with sources and permissions.
03
Tasks, meeting decisions, and project materials are spread across tools, making delivery status hard to align.
Reusable modules
Knowledge ingestion
Versioned, structured knowledge assets
Permission-aware retrieval
Governed retrieval results and access audit
Cited assistants
Cited answers, confidence cues, and feedback entry points
Knowledge refresh
Refresh queues, candidate versions, and change records
Human approval
Approvals, rejections, feedback, and audit records
How it works
01
Knowledge sources
Sync documents, websites, and approved business data.
02
Version & access
Record source versions and apply organizational access policy.
03
Retrieval & citation
Return answers, excerpts, sources, and uncertainty.
04
Feedback & refresh
Evaluate answers and refresh stale or missing knowledge.
What can change?
Documents, websites, and business records become searchable, citable, and refreshable knowledge.
- Reduce time spent finding internal knowledge
- Improve answer trust and permission consistency
Evidence and boundaries
SoloCore Product
SoloCore WebUI
A live enterprise AI workspace for multiple models, files, knowledge bases, and assistants.
Enterprise permissions, proprietary workflows, and business data integrations are scoped per organization.
Client Case
SNAPOP / LinkinPro
A multi-tenant content operations system connecting company knowledge, market signals, Wiki, creation, review, and publishing preparation.
Some external collection, video generation, and platform publishing capabilities require customer credentials and platform-specific acceptance.
What we can build
01
Knowledge sources, versions, and sync policy
02
Permission-aware retrieval and cited assistant
03
Feedback, evaluation, and refresh workflow
Example system
Enterprise Knowledge CopilotThe reference build makes business objects, states, and workflow visible; it is not presented as client work.
Knowledge console
Reference Build
- Knowledge sources
- Version & access
- Retrieval & citation
- Feedback & refresh
Output
Reviewed
Active
Sync documents, websites, and approved business data.
Knowledge is scattered across documents, websites, and business systems, causing repeated questions and search.
Customizable to business boundaries
Start from the current problem, without choosing technology first.
Share the current state, roles, available data, and first required outcome; we will define the reuse, integration, and custom boundary.