Embed Agentic Analytics Inside Your App
Ship customer-facing dashboards with built-in Agents, anomaly detection, and data from any source - SQL, NoSQL, or REST APIs. White-label it. Lock it down with row-level security. Go live in weeks, not quarters.
Trusted by teams in fintech, healthcare, media, and SaaS
Embed analytics + AI agents in the surface your users already live in
Knowi is the control layer between your data and AI. Choose the embedding path that fits your product, security model, and UX.
Embedded UI
White-label dashboards + NLQ
Drop a full Knowi analytics experience into your app. Your branding, your permissions, your tenants. End users can explore, filter, and ask questions in plain English.
API / Headless Embed
Knowi as your data backend
Use Knowi behind your own UI. Your chatbot, your product workflows, your agent UX — with Knowi handling governed access, querying, and multi-source joins.
MCP Layer
Connect Claude and AI tools to your data
Expose your governed data layer to MCP-compatible tools so your team can query, build dashboards, and trigger workflows directly from an AI assistant.
Slack / Teams
Ask, trigger, alert, and act
Bring analytics into the workflows your users already follow. Ask questions in chat, schedule delivery, and push proactive alerts when something changes.
Self-service analytics and AI agents your customers will actually use
Dashboards, natural language, and automated workflows inside the embedded experience. Your customers get answers and actions, not a reporting UI to learn.
Interactive dashboards
Filter, drill down, and explore. 40+ visualization types including geospatial, heatmaps, Sankey, and chord diagrams.
AI agent chat (NLQ)
Customers ask questions in plain English and get instant answers from live data. No query language, no training, no analyst ticket.
Automated delivery
Schedule reports and insights to go out automatically. Send PDFs via email or push updates into workflows so users do not have to remember to check dashboards.
Proactive alerts
ML-based anomaly detection or threshold alerts delivered via Slack, Teams, email, or webhook, with context, not just a number.
Data export
Download to CSV or Excel for offline analysis. Scoped to user permissions with tenant isolation, so there is no data leakage.
Role-based access
Each user sees data scoped to their role and permissions. Multi-tenant and row-level security are enforced at query time.
Three ways to embed. Pick what fits.
Choose the method that matches your security requirements and customization needs.
URL Embed
Public or internal embeddable dashboard via a generated URL. Copy, paste, done.
- Shareable link for any dashboard or widget
- No code required
- Optional parameter filtering via URL
Encrypted URL
AES-encrypted parameter passing with time-based expiration. Filter per customer without exposing query parameters.
- AES encryption with your own key
- Time-to-live expiration on every request
- Tamper-proof customer-level filtering
JavaScript API
Programmatic control over layout, styling, and components. White-label everything your customers see.
- Custom CSS injection and theming
- Toggle headers, filters, menus per embed
- Responsive auto-height and spacing
- Granular menu and export controls
Single Sign-On across all methods
Token-based SSO maps your users to Knowi with their existing permissions. SAML or API-driven. No second login. No separate credentials. Your customers authenticate once in your app, Knowi inherits the session and enforces row-level security automatically.
Built for multi-tenant from day one
Every feature you need to serve thousands of customers from a single deployment, without compromising data isolation.
White-label
Replace all Knowi branding. Upload your logo. Match your app's look and feel with custom CSS. Your customers see your brand, not ours.
Row-level security
Filter data per user or tenant at query time. Each customer only sees their data. Configurable via content filters or in-database security policies.
Dashboard templates
One dashboard config, dynamically filtered per tenant. Serve 1,000 customers from a single template - no duplication, no per-tenant maintenance.
Encrypted parameter passing
AES encryption prevents tampering with request parameters. Time-to-live settings expire access automatically. Your customers can't manipulate filters to see other tenants' data.
SSO
SAML, token-based, or API-driven. Users authenticate once in your app and Knowi inherits their session and permissions. No second login. No separate credentials.
On-prem deployment
Docker, Kubernetes, or native install. AI engine runs on-prem with GPU support. Data never leaves your infrastructure.
SOC 2 Type II
Knowi's managed cloud is SOC 2 Type II certified. Or deploy in your own environment for full control. Your compliance team gets what they need either way.
Your customers' data stays isolated. Your compliance team stays happy. Your security review goes faster.
What other embedded tools can’t do
Most embedded analytics tools stop at charts. Knowi becomes the control layer between your data and AI, so your customers can ask, automate, and act across SQL, NoSQL, and APIs, without building a data layer in-house.
AI agents built into the embedded experience
Your customers can ask questions in plain English directly from the embedded dashboard, then go further: build a dashboard, schedule delivery, and trigger actions from a single prompt.
Knowi’s AI is private. No data has to leave your environment. No third-party API keys required.
SQL + NoSQL + APIs, joined live (no warehouse)
Connect directly to SQL databases, NoSQL (MongoDB, Elasticsearch, Cassandra, Couchbase), REST APIs, warehouses, and files. Join across sources at query time without ETL pipelines.
Proactive monitoring and alerts (not just dashboards)
Your customers get alerted when something deviates from normal, not only when it crosses a static threshold. Alerts go to Slack, Teams, email, or webhook.
Turn analytics into workflows: ask in chat, trigger reports, push insights automatically.
Multiple embedding surfaces (UI, API, MCP, Slack)
Embed the full UI for white-label dashboards, go headless with API, connect AI tools via MCP, and push workflows into Slack/Teams, with SSO and row-level security.
Knowi’s team helps you implement quickly: configure embedding, permissions, multi-tenant isolation, and launch with production-ready dashboards.
Connect to everything. Join across anything.
Most embedded tools require a warehouse. Knowi connects directly to your operational databases, APIs, and files.
Cross-source joins - no ETL required
Combine data from any of the above on the fly. A single dashboard widget can pull from MongoDB and PostgreSQL in the same query. No warehouse. No staging tables. No waiting for a data pipeline.
The cost of building vs. embedding
Every product team considers building analytics in-house. Here's what that actually looks like side by side.
Custom analytics
Hire a team, pick a charting library, build a data pipeline, maintain it forever.
- Engineers needed 2-3 full-time
- Time to live 6-12 months
- Data pipeline Build from scratch
- Multi-tenant security Build from scratch
- AI / NLP Separate project
- Maintenance Permanent
Your engineers build BI instead of your product.
One path takes a year and pulls your team off your product. The other gets you live in weeks.
Embedded Analytics for Your Industry
White-label dashboards, multi-tenant security, and in-product AI agents tailored to your vertical.
Healthcare
HIPAA-compliant dashboards for health IT and patient portals. Connect EHR, claims, and FHIR data.
SaaS
Customer-facing analytics with multi-tenant isolation and white-label UI. Go live in days.
Fintech
SOC 2 certified dashboards for banking, lending, and payments with on-prem deployment.
Manufacturing
Real-time OEE dashboards for MES, ERP, and IoT platforms with per-facility security.
My team tested various data visualization tools like PowerBI, Domo, Sisense and Knowi emerged as the top choice for its speed in creating useful dashboards and ease of use for non-technical users.
See how teams ship analytics with Knowi
Real companies embedding Knowi into their products today.
How intlx Solutions powers intlx360 with Knowi
Replaced fragmented monitoring tools and slow dashboards with a unified operational intelligence platform. intlx360 connects alarms, incidents, assets, and analytics across telecom operations in a single view.
Verizon ThingSpace Intelligence
Knowi powers the embedded analytics layer inside Verizon's ThingSpace IoT platform, delivering real-time device monitoring, usage analytics, and anomaly detection across one of the world's largest connected device ecosystems.
Frequently Asked Questions
Quick answers to common questions about Knowi
iFrame: simplest, fastest, fully isolated
JS SDK: deeper customization, events, interactivity, tighter product integration
Knowi supports both.
See embedded agentic analytics with your own data
We’ll build a working embedded dashboard in your first call, not slides.