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OpenSearch Analytics

Query OpenSearch Natively. Visualize Instantly. No ETL.

Knowi connects directly to OpenSearch and lets you query, join, and visualize data without extracting it into a warehouse. Add AI agents that answer questions in plain English.

  • Native OpenSearch query support (no flattening, no ODBC)
  • Join OpenSearch with SQL, NoSQL, and REST APIs on the fly
  • AI agents that query your data in plain English
  • Embed dashboards in your product with white-label SSO
Start Free Trial See a Live Demo
Native
OpenSearch query language support
55+
Data sources you can join with OpenSearch
Private AI
AI runs on your infrastructure, not ours
How It Works
From OpenSearch to Dashboard in Minutes
1

Connect to OpenSearch

Point Knowi at your OpenSearch cluster. Knowi auto-discovers your indices, mappings, and nested fields. No drivers, no middleware, no data extraction.

2

Query and Join

Write queries in OpenSearch's native DSL or use natural language. Join OpenSearch data with MongoDB, PostgreSQL, REST APIs, or any of 30+ sources at query time.

3

Visualize and Share

Build dashboards with 40+ chart types. Embed them in your product with white-label SSO. Set alerts that fire the moment your data changes.

Capabilities
What Makes Knowi Different for OpenSearch

Native OpenSearch Queries

Write queries in OpenSearch DSL directly. Knowi preserves nested JSON, aggregations, and complex mappings. No flattening, no ODBC connector, no data extraction.

Cross-Source Joins

Join OpenSearch indices with MongoDB collections, PostgreSQL tables, REST APIs, and more. Combine log data with customer records at query time without a warehouse.

AI Agents on Your Data

Ask questions about your OpenSearch data in plain English. AI agents generate queries, build visualizations, and surface anomalies. Private AI runs on your infrastructure.

Embedded Dashboards

Embed OpenSearch-powered dashboards in your product. Multi-tenant row-level security, white-label branding, and SSO. Your customers see only their data.

Auto Schema Discovery

Knowi reads your OpenSearch mappings and auto-generates query suggestions. Discover fields, nested objects, and relationships without manually mapping schemas.

Alerts and Anomaly Detection

Set threshold alerts, anomaly detection, and data-change triggers on OpenSearch queries. Route notifications to Slack, email, PagerDuty, or webhooks instantly.

How Knowi Compares
OpenSearch Dashboards vs. Knowi
OpenSearch Dashboards handles basic visualization. Knowi adds cross-source joins, AI, and embedded analytics.
Capability Knowi OpenSearch Dashboards
Native OpenSearch queries ✓ Full DSL support ✓ Native
Join with SQL, NoSQL, APIs ✓ 30+ sources at query time OpenSearch only
AI agents / natural language queries ✓ Private AI, on-prem Not available
Embedded analytics (white-label) ✓ Multi-tenant SSO iFrame only
Nested JSON handling ✓ Native, no flattening Limited depth
Visualization types 40+ chart types ~15 chart types
Alerting and anomaly detection ✓ Built-in + routing Plugin required
Deployment Cloud or on-prem Self-hosted
Trusted by Data Teams
Teams That Run OpenSearch Analytics on Knowi
"
My team tested various data visualization tools like PowerBI, Domo, and Sisense. Knowi emerged as the top choice for its speed in connecting to our data sources and its architecture that models data thoughtfully.
PB
Phil Bryant
VP Business Intelligence, MacroFab

Trusted by data teams at companies like

Verizon Verizon Telstra Everbridge ConvergeOne NJM
FAQ
Common Questions About OpenSearch Analytics
How does Knowi connect to OpenSearch?
Knowi connects directly to your OpenSearch cluster using the native REST API. You provide your cluster endpoint and credentials. Knowi auto-discovers indices, mappings, and nested fields. No ODBC drivers, no data extraction, no middleware required.
Can I join OpenSearch data with other databases?
Yes. Knowi performs cross-source joins at query time. You can join OpenSearch indices with MongoDB, PostgreSQL, MySQL, Snowflake, REST APIs, and 30+ other sources in a single query without moving data into a warehouse first.
What is the difference between Knowi and OpenSearch Dashboards?
OpenSearch Dashboards visualizes data from OpenSearch only. Knowi adds cross-source joins, AI agents that answer questions in plain English, embedded analytics with white-label SSO, 40+ visualization types, and alerting with routing to Slack, email, or PagerDuty.
Does Knowi support nested JSON from OpenSearch?
Yes. Knowi handles nested JSON natively without flattening. You can query, filter, and visualize deeply nested OpenSearch documents in their original structure. This is a key differentiator from traditional BI tools that require flattened schemas.
Can I embed OpenSearch dashboards in my own product?
Yes. Knowi supports white-label embedded analytics with multi-tenant row-level security and single sign-on. Each of your customers sees only their data. The entire interface can be branded to match your application.
How does Private AI work with OpenSearch data?
Knowi runs small, swappable language models on your own infrastructure. Your OpenSearch data never leaves your environment. Users can ask questions in plain English, and AI agents generate the appropriate OpenSearch queries and visualizations.
Can Knowi be deployed on-premise?
Yes. Knowi offers both cloud and on-premise deployment. For organizations with strict data governance requirements, the entire platform, including AI agents, runs inside your network with no external data transfer.
Ready to Unlock Your OpenSearch Data?
Connect your OpenSearch cluster and build your first dashboard in minutes. No warehouse, no ETL, no credit card.
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Free trial includes all connectors, AI agents, and embedded analytics
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