Embed Compliance-Ready Analytics Into Your Fintech Platform
White-label dashboards for banking, lending, and payments platforms. SOC 2 certified, agentic analytics, role-based access, on-prem deployment for regulated data.
Trusted by companies across industries
How It Works
Embed fintech analytics in three steps
Go from financial data to embedded dashboards without a warehouse or ETL pipeline.
Connect to financial data
Plug directly into transaction databases, payment APIs, and compliance systems. Knowi connects to PostgreSQL, MongoDB, REST APIs, Plaid, Stripe, and 30+ other sources with no ETL required.
Build branded dashboards
Design dashboards with your logo, colors, domain, and custom CSS. Configure role-based access, row-level security, and per-client data isolation so each customer sees only their own data.
Embed into your platform
Drop dashboards into your fintech product with iframe or JavaScript embed. SSO integration, per-client isolation, and audit logging are built in. Your users never leave your app.
Capabilities
What you can embed in your fintech platform
Ship agentic analytics features that would take your team months to build. Knowi handles the infrastructure so you can focus on your product.
White-label for your brand
Apply your logo, colors, domain, and custom CSS to every dashboard. Your customers see your brand, not Knowi. Full control over the look and feel of embedded analytics.
Multi-tenant data isolation
Each client sees only their data. Row-level security and tenant-scoped filters ensure complete isolation between accounts. No data leaks between customers in your platform.
SOC 2 and on-prem deployment
Knowi is SOC 2 certified and deploys on-prem via Docker or Kubernetes. Regulated financial data stays in your infrastructure. All analytics run locally with no data sent externally.
Agentic real-time analytics
Agents continuously query transaction data, detect changes, and update dashboards automatically. Your customers don’t just view data - they get live, executed insights without manual refreshes.
Agentic Anomaly detection for fraud
Agents monitor transaction patterns, detect anomalies, and trigger alerts automatically - without rules management overhead or manual setup.
Cross-source joins
Blend transaction data, CRM records, and compliance logs in a single query. No warehouse or ETL pipeline needed. Join across PostgreSQL, MongoDB, REST APIs, and more on the fly.
Your clients ask questions.
Agents answer from their financial data.
Knowi's AI agents run inside your infrastructure - not on a third-party LLM. Financial data stays in your environment. Your clients get instant answers from their transactions, portfolios, and payments.
Private AI - financial data stays in your infrastructure
Knowi runs its own AI. Not a wrapper around OpenAI or Google. Transaction records, portfolio data, and client financials never leave your environment.
Natural language on financial data
Your clients type questions like "show my top 10 clients by transaction volume this quarter" and get instant visual answers from live data. No SQL, no BI training required.
White-labeled agents inside your platform
The AI agent your clients interact with looks and feels like your product. No "Powered by Knowi." Row-level security enforced automatically - each client sees only their data.
Anomaly detection on transactions
Agents monitor payment flows, fraud signals, and portfolio metrics continuously. Alerts fire to Slack, email, or webhook when thresholds are crossed - no manual threshold-setting required.
Query documents alongside structured data
Ask questions across compliance documents, contracts, and statements alongside transaction records - in a single query. No separate pipeline or document store required.
One prompt. Full analytics workflow.
Agents don't just answer questions. They query, compute, visualize, schedule, and deliver reports - to your client's dashboard or email. One instruction handles the entire workflow.
Dashboard Examples
See embedded fintech analytics in action
Real dashboard patterns that fintech platforms ship with Knowi.
Transaction Monitoring Dashboard
Track real-time payment flows, flag anomalies, and drill into individual transactions. Configurable alerts notify your team when transaction patterns deviate from normal baselines.
Try it freePortfolio Analytics Portal
Surface risk metrics, performance benchmarks, and compliance status for each client portfolio. White-labeled views let advisors share interactive reports directly with their investors.
Try it freeClient Reporting Suite
Deliver white-labeled financial statements and interactive visualizations to each client. Scheduled PDF exports and on-demand dashboard access give your customers the reporting experience they expect.
Try it freeWhy Knowi
What other embedded tools can't do
Most embedded analytics vendors require a warehouse, charge per-user fees, or lack the compliance posture fintech demands. Knowi is different.
No warehouse required
Other embedded analytics tools force you to consolidate data into Snowflake or BigQuery before you can visualize it. Knowi connects directly to your transaction databases and joins across them on the fly.
Skip the 6-month warehouse project. Ship analytics now.
Compliance-first architecture
SOC 2 certified. On-prem and private cloud deployment. Audit trails on every query. Encryption at rest and in transit. Built for the security posture fintech regulators expect.
Your regulated data never leaves your perimeter.
Real-time on live data
No batch processing delays. Knowi queries your operational databases directly and supports configurable refresh intervals so your embedded dashboards always show current numbers.
Your customers see live data, not yesterday's snapshot.
Native NoSQL support
Most embedded tools only support SQL databases. Knowi natively connects to MongoDB, Cassandra, DynamoDB, and Elasticsearch, the high-volume transaction stores fintech platforms actually run on.
Query nested JSON and NoSQL data without flattening it first.
Data Connectivity
Connect to everything. Join across anything.
No warehouse required. Knowi connects directly to your operational databases, payment 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 multiple sources in the same query. No warehouse. No staging tables.
Customer Success
See how financial organizations use Knowi
Real companies running analytics on Knowi today.
How a POS software delivers analytics to hospital payment systems
A POS software and hardware company that sells to hospitals and food service operations uses Knowi's management API to programmatically generate and send reports to customers on food sales and usage metrics, all powered by MongoDB with no ETL layer.
How a real estate lending compnay powers CRE lending analytics with Knowi
A company that builds AI-powered commercial real estate lending tools uses Knowi to provide the analytics and reporting layer that helps lending teams evaluate deal flow, portfolio risk, and borrower profiles across their platform.
Frequently Asked Questions
Answers to common questions about embedded analytics for fintech
How do I embed compliance-ready analytics into a fintech app?
What embedded analytics tools are SOC 2 certified for financial data?
Can I embed real-time transaction monitoring dashboards?
How does multi-tenant isolation work for embedded fintech analytics?
What is the best embedded BI tool for banking and lending platforms?
Can I deploy embedded analytics on-premises for regulatory compliance?
How do I connect embedded dashboards to Stripe, Plaid, or payment APIs?
Can end users build their own financial reports in an embedded tool?
How do I embed analytics into a fintech platform?
Is Knowi SOC 2 compliant for financial data?
How does multi-tenant isolation work for financial clients?
What financial data sources does Knowi connect to?
How fast can I ship embedded analytics in my fintech product?
Can I monitor transactions in real time?
How does Knowi compare to building analytics in-house for fintech?
Can my clients build their own financial reports?
Looking for fintech analytics beyond embedding?
See how Knowi helps financial services teams build internal dashboards for transaction monitoring, risk analysis, compliance reporting, and portfolio management.
Explore Fintech AnalyticsSee embedded fintech analytics with your own data
Connect your transaction database or send us a sample dataset. We will build a working embedded dashboard in your first call, not slides.