Octopus Search
Semantic Understanding → Knowledge Graph → Agent Synthesis → Precise Answers — Beyond keywords
Four-Layer Intelligent Search Architecture
Full-chain intelligence from query understanding to agent execution
To submit an expense report: 1) Fill the reimbursement form in SharePoint, 2) Attach receipts, 3) Submit to your manager via Jira approval workflow. Budget limit: $500/month per employee.
Three Enterprise Knowledge Crises
Knowledge scattered across dozens of platforms — finding answers is harder than creating them
Knowledge Silos
Confluence, SharePoint, Notion, Google Drive… enterprise knowledge scattered across 10+ platforms, employees can't find existing answers
No Semantic Search
Legacy search only matches keywords, can't understand intent. 'How to submit expenses' and 'expense process' return completely different results
Find but Can't Act
After finding the answer, you still have to manually execute — find the process, then fill forms, submit, and follow up yourself
Eight Core Capabilities
Search + Understand + Execute, three-in-one
Semantic Search
Understand natural language intent, not keyword matching. Cross-language, fuzzy query support
Multi-Source Connectors
One-click connect to Confluence, Notion, SharePoint, Google Drive, Slack, email and 20+ data sources
Knowledge Graph
Automatically build enterprise knowledge graphs, discover hidden connections, recommend related knowledge
Agent Execution
Search-to-action — find a process, then trigger an agent to complete the operation directly
Permission Inheritance
Inherits source platform permissions, ensuring search results comply with access control policies
Real-Time Indexing
Incremental indexing + real-time sync — new content searchable within minutes
Personalized Ranking
Intelligent ranking based on user role, behavior history, and team context
Open API
RESTful API + SDK — embed into any internal tool or workflow
Competitive Landscape
The first enterprise knowledge engine with search + understanding + execution
| Capability | Octopus Search | Glean | Elastic | Notion AI |
|---|---|---|---|---|
| Semantic Search | ✓ | ✓ | – | ✓ |
| Agent Execution | ✓ | – | – | – |
| Knowledge Graph | ✓ | – | ✓ | – |
| Multi-Source | ✓ | ✓ | ✓ | – |
| Permission Inheritance | ✓ | ✓ | – | ✓ |
| On-Premise | ✓ | – | ✓ | – |
Investment Thesis
Enterprise AI Search + Action — Don't just find answers, complete tasks
Enterprise employees spend an average of 1.8 hours per day searching for internal information. We provide an AI-native enterprise knowledge engine — it doesn't just understand what you're looking for, it helps you complete the task. Search is execution.
12-Month Product Roadmap
Q1 — Core Engine
Semantic search engine · 5 data source connectors · Basic knowledge graph · Permission inheritance
Q2 — Connector Ecosystem
20+ data sources · Real-time indexing · Personalized ranking · Enterprise pilot
Q3 — Agent Integration
Search-to-action · Agent workflows · Conversational search · API/SDK
Q4 — Vertical Industries
Industry knowledge packs · Compliance search · Multi-language · Scale deployment
Business Model
Semantic search for small and medium teams
Complete enterprise knowledge engine
Stop wasting time searching for answers
Connect your knowledge sources and start semantic search in 5 minutes