Embedded Analytics Guide
Learn how to embed AI-powered analytics and enterprise data connectivity into your product using Simba Embedded Analytics and Simba.
Access NowSimba Embedded Analytics
AI Analytics Built on Governed Data
Modern DashboardsAI AnalyticsEasy Integration
Bring your own LLM, run AI analytics on-premise or in private cloud, and deliver governed AI insights inside your product — without sending data to a vendor's cloud.
We connect to 200+ ERPs/EPMs
Why Business Teams Can't Get Answers Fast Enough
AI Analytics Without Governance Fails
AI analytics often connects directly to raw data without business rules, context, or auditability. The result is answers that look convincing but cannot be verified, trusted, or used for real business decisions.
Self-Hosted Tools Sacrifice Too Many Features
Regulated industries and data-sensitive organizations often require self-hosted analytics deployments. Most analytics vendors treat self-hosted as a degraded tier — fewer features, delayed updates, and limited AI capabilities compared to their cloud offering.
AI Analytics Require Sending Data to the Cloud
Organizations that want AI-powered analytics are told they must send data to the vendor's cloud platform to use LLM features. For any company with data residency obligations, this is a hard stop — AI capability comes at the price of compliance.
What Makes Simba Embedded Analytics Different for Analytics
Self-Service Without Governance Loss
Give business users the ability to explore data, build queries, and generate analytics views without exposing raw database access or creating compliance risk. A governed semantic layer applies business rules at query time so every self-service answer remains consistent and auditable.
Predictive Analytics in Your Product
Embed predictive analytics and forecasting directly inside your application workflows. Business users see trend projections, anomaly flags, and forecast models without switching to a separate data science environment. All prediction outputs run on your data, on your infrastructure, governed by your rules.
AI on Your Infrastructure
Connect Simba Embedded Analytics to the language model your organization approves, including GPT-4, Llama, or Mistral. AI analytics run entirely within your environment with no data sent to a vendor cloud. Every AI insight passes through the governed semantic layer.
Data Analytics Resources
Analytics Buyer's Guide
Learn what to look for in an embedded analytics solution — key features, vendor questions, scalability, and security in one guide.
Access NowSmarter Reports at Scale
See how Informatica used Simba Embedded Analytics to deliver self-service reporting, increase adoption by 80%, and unlock new upsell opportunities.
Learn MoreAnalytics Tools Feature Set
Self-service analytics, predictive forecasting, and on-prem AI — packaged for embedding, with governance and data residency built in.
Semantic data layer
AI query interface
Bring your own LLM
Predictive analytics
Governed AI insights
Live data connections
Embedded AI analytics
REST API & SDK
Flexible deployment