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

Verizon intlx Solutions Telstra Everbridge ConvergeOne NJM

How It Works

Embed fintech analytics in three steps

Go from financial data to embedded dashboards without a warehouse or ETL pipeline.

1

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.

2

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.

3

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.

Now with AI Agents

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.

Private AI - No data leakage
SOC 2 certified
On-prem or private cloud deployment
MCP Layer Available
See it in action

Dashboard Examples

See embedded fintech analytics in action

Real dashboard patterns that fintech platforms ship with Knowi.

Payments

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 free
Wealth Management

Portfolio 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 free
Client Reporting

Client 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 free

Why 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.

Additional Databases
APIs & Files
REST APIsPlaid APIsStripe APIsJSONCSV

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.

Payments & POS

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.

MongoDBAutomated reportsCustomer-facingManagement API
Programmatic report delivery to customers via Knowi's management API.
Lending & Credit

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.

Lending analyticsPortfolio monitoringAI-poweredReal-time
AI-powered lending analytics for commercial real estate deal evaluation.

Frequently Asked Questions

Answers to common questions about embedded analytics for fintech

How do I embed compliance-ready analytics into a fintech app?
Embed compliance-ready analytics by choosing a platform that supports SOC 2 certification, full audit logging, role-based access controls, and flexible deployment options including on-premises. Knowi provides iframe and API embedding methods that integrate directly into your fintech application while maintaining end-to-end compliance. Every query, login, and data access event is logged for audit trails, and row-level security ensures users only see the data their role permits.
What embedded analytics tools are SOC 2 certified for financial data?
Knowi is SOC 2 Type II certified, meaning its security controls have been independently audited over an extended period, not just at a single point in time. For financial institutions that cannot allow data to leave their infrastructure, Knowi also offers full on-premises deployment via Docker or Kubernetes. This combination of third-party certification and flexible hosting makes it a strong fit for banks, lenders, and payment platforms handling sensitive financial data.
Can I embed real-time transaction monitoring dashboards?
Yes, you can embed dashboards that run live queries against your transaction databases with no batch delay. Knowi connects directly to your production or replica database and refreshes dashboards on the schedule you set, down to seconds for real-time monitoring. Built-in anomaly detection alerts can notify your team when transaction patterns deviate from normal thresholds, helping flag fraud or operational issues as they happen.
How does multi-tenant isolation work for embedded fintech analytics?
Multi-tenant isolation in embedded analytics is enforced through row-level security applied at query time, ensuring each client only sees their own data. Knowi uses SSO tokens to determine the authenticated user's tenant, then automatically filters every query to that tenant's records before results are returned. Full audit trails track which users accessed which data, satisfying regulatory requirements for data segregation in financial services.
What is the best embedded BI tool for banking and lending platforms?
The best embedded BI tool for banking and lending depends on compliance requirements, data architecture, and time to deploy. Building in-house gives full control but typically costs 6 to 12 months of engineering time, while buying a purpose-built platform can cut that to days. Knowi is well suited for financial platforms because it connects directly to databases without requiring a data warehouse, supports SOC 2 and on-prem deployment, and offers full white-label embedding so the analytics look like a native part of your product.
Can I deploy embedded analytics on-premises for regulatory compliance?
Yes, on-premises deployment is available for organizations that cannot send data to a third-party cloud. Knowi supports deployment via Docker, Kubernetes, or bare metal, ensuring that all data processing and storage stays within your own network. For healthcare-adjacent fintech or banking applications, a Business Associate Agreement (BAA) is also available, adding another layer of contractual compliance for sensitive data.
How do I connect embedded dashboards to Stripe, Plaid, or payment APIs?
A native REST API connector lets you pull data from Stripe, Plaid, and other payment APIs directly into your dashboards without writing custom integration code. Knowi can query these APIs alongside your SQL databases (PostgreSQL, MySQL, SQL Server) and join the results in a single widget. This means you can show Stripe revenue data next to internal ledger records or Plaid account balances alongside your own transaction tables, all in one embedded view.
Can end users build their own financial reports in an embedded tool?
Self-service reporting allows end users to build their own financial reports without writing SQL or relying on engineering teams. Knowi offers natural language (NLP) search and drag-and-drop report builders that are controlled by permission settings, so users can only access the data and fields you expose. This reduces support tickets and lets finance teams explore data on their own terms while keeping sensitive information locked down by role.
How do I embed analytics into a fintech platform?
Knowi provides iframe and JavaScript embed options that drop directly into your fintech product. Connect to your transaction databases or payment APIs, build dashboards with your branding, and embed them with SSO integration and per-client data isolation. Your users interact with analytics inside your app without ever seeing the Knowi interface.
Is Knowi SOC 2 compliant for financial data?
Yes. Knowi is SOC 2 certified. All data is encrypted at rest and in transit. Knowi also supports on-premise deployment so regulated financial data never leaves your infrastructure. Audit trails log every query and dashboard access for compliance review.
How does multi-tenant isolation work for financial clients?
Knowi enforces row-level security and tenant-scoped filters so each client in your platform sees only their own data. You configure isolation rules once, and every embedded dashboard automatically respects them. There is no risk of data leaking between tenants. SSO integration maps each user to their correct tenant context.
What financial data sources does Knowi connect to?
Knowi connects natively to PostgreSQL, MySQL, SQL Server, Oracle, MongoDB, Snowflake, Cassandra, DynamoDB, Elasticsearch, and Redshift. It also supports REST APIs including Plaid and Stripe, plus JSON and CSV file ingestion. Cross-source joins let you blend data from any combination of these sources in a single query without a warehouse.
How fast can I ship embedded analytics in my fintech product?
Most fintech teams ship their first embedded dashboard within days, not months. Knowi connects directly to your existing databases with no ETL setup. White-labeling, SSO, and multi-tenant isolation are configuration steps, not development projects. You do not need to build a data warehouse first.
Can I monitor transactions in real time?
Yes. Knowi supports configurable refresh intervals and streaming data ingestion for live transaction monitoring. You can build dashboards that track payment flows in real time and set threshold-based alerts that fire when anomalies are detected. Alerts are delivered via email, Slack, or webhook.
How does Knowi compare to building analytics in-house for fintech?
Building embedded analytics in-house typically takes 6 to 12 months and requires a dedicated data engineering team. You need to build data pipelines, a visualization layer, multi-tenant security, white-labeling, and ongoing maintenance. Knowi provides all of this out of the box with direct database connectivity, so your engineering team can focus on your core fintech product instead of building BI infrastructure.
Can my clients build their own financial reports?
Yes. Knowi supports self-service analytics where your end users can explore data, build their own visualizations, and schedule reports. You control what data each client can access through row-level security. Knowi also includes natural language querying so non-technical users can ask questions in plain English and get visual answers without writing SQL.

See 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.