Information keeps accumulating.
Reports, policies, regulations, manuals, and meeting materials accumulate in different formats.
Knowledge AI connecting documents and workflows.
IKIN
Finding a document
does not complete the work.
Search finds documents, but work requires comparison and evidence. IKIN provides cited answers through Agentic RAG and supports AI agent workflows.
Search stops at a list.
Documents can be found, but users still have to identify what matters.
Decisions need evidence.
Multiple documents must be compared and the original passages and sources verified.
Workflows remain disconnected.
Review, approval, notification, and reporting are handled separately from the knowledge search.
Within KosmosAI, IKIN connects
documents with workflows.
IKIN connects internal documents and procedures through Agentic RAG and Workflow, turning organizational knowledge into practical work.
SAMANDAAgentic AI that analyzes operations data and supports decisions and execution
ORKESTRIXKubernetes-based environment for running AI workloads
AkashiQData foundation for storing and using documents, data, and logs
IKINKnowledge AI that reads internal documents and connects cited answers to workflows
IKIN reads and compares documents,
then answers with evidence.
Traditional search stops at matching keywords.
IKIN Agentic RAG finds relevant sources by intent, compares their content, and provides answers with citations.
TRADITIONAL ENTERPRISE SEARCH
IKIN AGENTIC RAG
Keyword-based
Returns a list of documents containing keywords.
Intent-based
Finds relevant documents and sections to compose an answer.
Manual review
Users must open and read each document.
AI research and comparison
Researches multiple documents and synthesizes the key findings.
Sources checked separately
Evidence and original passages must be found separately.
Sources with every answer
Shows document, section, and original location together.
Transform documents into knowledge
AI can understand.
Document recognition
Identifies titles, body text, tables, and figures.
Text extraction
Reads scanned images and text embedded in documents.
Table and chart analysis
Structures rows, columns, charts, and image descriptions.
Outline and summary
Organizes section flow and key terms together.
Break down questions
and research multiple documents together.
IKINAGENTIC RAG
Synthesized answer
Summarizes verified findings into an answer.
Understand the question
Identifies intent and the required scope.
Break down research
Splits policies, regulations, manuals, and reports into tasks.
Research documents
Finds and reviews relevant documents and sections.
Compare sources
Compares differences and connected context.
Cite sources
Provides original locations and supporting documents.
Build AI flows
for each business objective.
Combine questions, Agentic RAG, decisions, approvals, notifications, and system integrations into task-specific AI agent flows.
AGENTIC TEMPLATE
01
Policy Review Agent
Reviews internal policies and related documents.
02
Document Summary Agent
Summarizes long reports and meeting materials.
03
Approval Agent
Evaluates requests and connects approvals and notifications.
04
History Management Agent
Records outcomes and supporting documents.
...
WORKFLOW RECIPE
TRIGGER
Question or request
Start from a question, document upload, or system event.
KNOWLEDGE
Agentic RAG
Retrieve answers and citations when documentary evidence is required.
AGENT
Business decision
Classify content and define the next task for the business objective.
ACTION
Approval and notification
Connect review requests, approval flows, and messenger alerts.
RECORD
Record results
Store outcomes, evidence, and execution logs.
WORKFLOW EXAMPLES
Policy reviewReport draftingInternal Q&AAudit preparationApproval automationManual Q&ATraining content...
Operate entirely within secure networks.
Run self-hosted LLMs and document indexes on-premise or air-gapped so documents, questions, and answers never leave your network.
Architecture contained within your network
Validate small, then expand securely.
01
Document assessment
Review document types, security levels, and user workflows.
02
PoC validation
Validate retrieval, answer, and citation quality with real documents.
03
Department rollout
Deploy validated scopes to teams and user groups.
04
Secure-network expansion
Expand to on-premise and air-gapped operations.
IKIN is intelligence designed to benefit people.
IKIN expresses the idea of making knowledge beneficial in an enterprise AI environment.
Agentic RAG understands documents and context, while Workflow connects questions, retrieval, decisions, and actions.
IK
Make knowledge useful
Turns scattered documents into actionable answers and evidence.
IN
Keep people at the center
Organizes answers and next steps around user intent and work context.
IKIN FOR KNOWLEDGE WORK
Go beyond document search
and build AI services for real work.
IKIN turns internal documents into cited answers and uses Agentic RAG and
Workflow to connect questions, retrieval, decisions, and actions.