Unified Analytics for Modern Banking

Connect to core banking systems, loan platforms, and CRM data. Build dashboards for branch performance, loan portfolio risk, and customer 360 views, without months of data warehouse setup. Deploy on-prem or in your private cloud.

Trusted by teams across industries

Verizon Lockheed Martin Telstra Everbridge ConvergeOne NJM

How It Works

From data to dashboard in three steps

Skip the months-long ETL setup. Knowi connects directly to your infrastructure and gets you to insights in minutes.

1

Connect to banking systems

Plug directly into Oracle, SQL Server, PostgreSQL, MongoDB, and core banking APIs. No ETL required, Knowi queries your systems of record where they live.

2

Blend data across silos

Join customer records, loan data, transaction history, and branch operations in a single query. Break down silos between core banking, CRM, and risk systems without a data warehouse.

3

Deliver insights across the bank

Build self-service dashboards for branch managers, risk analysts, and executives. Natural language search lets anyone explore data without SQL. Schedule compliance reports automatically.

Capabilities

Built for banking analytics

Everything you need to analyze, monitor, and act on your data, without building a pipeline first.

Customer 360 view

Unify customer data across accounts, loans, transactions, support tickets, and CRM records into a single dashboard. Give relationship managers complete visibility.

Loan portfolio analytics

Monitor origination volume, default rates, delinquency trends, and portfolio concentration. Segment by geography, product type, or risk tier for deeper analysis.

Regulatory reporting

Automate the generation and delivery of compliance reports. Scheduled PDF and CSV exports ensure your team meets reporting deadlines without manual effort.

Branch performance

Track deposits, new accounts, cross-sell ratios, and customer satisfaction by branch. Compare performance across regions and identify top and bottom performers.

Natural language querying

Branch managers and relationship officers ask questions in plain English - show me top 10 accounts by deposit growth this quarter', and get instant answers.

On-prem deployment

Keep all banking data in your own infrastructure. Knowi deploys on Docker, Kubernetes, or bare metal. AI and ML features run locally with GPU support.

Why Knowi

What other tools can’t do

Most analytics tools require a warehouse. Knowi connects directly to your data and gives your team AI, anomaly detection, and cross-source analytics out of the box.

No data warehouse required

Most BI tools require you to consolidate everything into Snowflake or BigQuery first. Knowi connects directly to your core banking systems and joins across them on the fly.

Skip the 12-month warehouse project. Start analyzing now.

On-prem and private cloud deployment

Banking data stays in your infrastructure. Knowi deploys wherever your security team requires, on-prem, private cloud, or air-gapped environments.

Your data never leaves your perimeter.

Self-service for non-technical teams

Branch managers, loan officers, and executives explore data using natural language search. No SQL training needed. No dependency on IT for every report.

The people closest to customers should be closest to the data.

Break down data silos

Core banking, CRM, loan origination, and risk systems often live in separate databases. Knowi joins them in a single query, no middleware, no staging tables.

One dashboard. Every system. No ETL.

Dashboard Examples

See banking analytics in action

Real dashboard patterns used by teams running on Knowi.

Retail Banking

Branch Performance Dashboard

Compare deposits, account openings, cross-sell rates, and customer satisfaction scores across branches. Identify top performers and branches that need support.

Try it free
Risk Management

Loan Portfolio Dashboard

Monitor origination pipeline, delinquency rates, loss reserves, and concentration risk in real time. Drill down by product, geography, or borrower segment.

Try it free
Customer Intelligence

Customer 360 Dashboard

Unify account balances, transaction history, product holdings, and support interactions into a single view for relationship managers and customer success teams.

Try it free

Data Connectivity

Connect to everything. Join across anything.

No warehouse required. Knowi connects directly to your operational databases, APIs, and files.

Primary Databases
OracleSQL ServerPostgreSQLMySQLMongoDBSnowflake
Additional Databases
ElasticsearchDB2TeradataCassandra
APIs & Files
REST APIsCore Banking APIsJSONCSVExcel

Cross-source joins, without ETL

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 institutions use Knowi

Real banking and insurance organizations running on Knowi today.

Insurance

A 100+ year old insurance company unified analytics across the enterprise

A 100+ year-old property and casualty insurer managing over $3 billion in revenue, uses Knowi to unify data across claims, underwriting, and operations for enterprise-wide visibility and reporting.

Enterprise BICross-departmentInsurance analytics
Serving a $3B+ insurance organization with 2,500+ employees
Investment Banking

How an investment banking firm streamlines investment analytics with Knowi

An investment banking firm leverages Knowi to analyze deal pipelines, portfolio performance, and market data, giving their analysts a unified view across multiple financial data sources without building a data warehouse.

Portfolio analyticsDeal pipelineFinancial reporting
Cross-source analytics across deal pipeline, portfolio, and market data systems.

Frequently Asked Questions

Quick answers to common questions about banking analytics on Knowi

How do I connect my core banking system to an analytics dashboard?
Knowi connects natively to Oracle, SQL Server, DB2, PostgreSQL, and other databases used in core banking. You can also pull data from modern banking platforms and fintech APIs via Knowi's REST API connector. No ETL pipeline or data warehouse is required, Knowi queries your banking data where it lives.
How do I combine data from multiple banking systems without a data warehouse?
Knowi's cross-source join feature lets you blend data from core banking, CRM, loan origination, and risk systems in a single query at read time. For example, you can join customer deposit data from Oracle with support tickets from Salesforce and loan records from a MongoDB collection, all without staging data in a warehouse or writing ETL jobs.
What is the best analytics tool for multi-branch banking?
For multi-branch banking, you need a tool that supports row-level security, branch-level filtering, and cross-source joins. Knowi lets you compare deposits, new accounts, and cross-sell ratios across branches in a single dashboard. Each branch manager sees only their own data, while regional and executive leaders get aggregated views, all from the same underlying dashboard with permission-based filtering.
How do I automate regulatory and compliance reporting for a bank?
Knowi supports scheduled report generation in PDF and CSV formats, delivered via email on a daily, weekly, or monthly cadence. Reports are automatically scoped to user permissions so each compliance officer sees only the data they are authorized to access. Unlike Tableau or Power BI, Knowi does not require a separate data warehouse, reports pull directly from your source systems.
Can I build a customer 360 dashboard for banking without a data engineer?
Yes. Knowi's cross-source joins let business analysts combine account, loan, transaction, CRM, and support data into a unified customer view without writing ETL code. Relationship managers get a single dashboard showing complete customer context. Knowi also supports natural language queries, so non-technical staff can ask follow-up questions in plain English.
How does Knowi compare to Tableau or Power BI for banking analytics?
Tableau and Power BI require data to be modeled in a warehouse before visualization. Knowi queries banking databases directly and joins data across sources at read time, eliminating the warehouse dependency. Knowi also offers on-premise deployment, natural language querying for non-technical users, and white-label embedding, features that are either unavailable or require enterprise add-ons in Tableau and Power BI.
Does Knowi support on-premise deployment for banks?
Yes. Knowi deploys on-prem via Docker, Kubernetes, or bare-metal install. All features, including AI, ML, and natural language querying, run entirely within your infrastructure. No data leaves your network. This makes Knowi suitable for banks with strict data residency, SOC 2, and regulatory requirements that prevent cloud-based analytics.
How do I monitor loan portfolio risk and detect fraud in real time?
Knowi supports configurable refresh intervals and threshold-based alerts. You can build dashboards that track delinquency trends, default rates, and portfolio concentration, then set alerts that fire when anomalies are detected. Knowi's AI layer can also surface unusual transaction patterns for fraud review. Alerts are delivered via email, Slack, or webhook.
Can non-technical bank staff run their own analytics queries?
Yes. Knowi's natural language interface lets loan officers, branch managers, and executives type questions like 'show me top 10 accounts by deposit growth this quarter' and get instant visual results. No SQL knowledge is required. This reduces the backlog on data teams and gives front-line staff faster access to the numbers they need for customer conversations and decisions.

See banking analytics with your own data

Connect your banking database or send us a sample dataset. We'll build a working dashboard in your first call, not slides.