Solutions > Financial Services
THE CHALLENGE
In Finance, Missing the Full Picture
Costs You Clients, Margin, and Control
Financial services run on decisions that carry regulatory consequence, client trust, and competitive risk. Getting one wrong rarely stops at one.
The gap isn’t technology. It’s that the people who need answers still can’t get to a complete, defensible one without chasing down which system holds the answer and relying on analysts, reconciliations, and manual logic checks to make it safe to act on.
The risk team traces a number back through multiple systems while the window to act narrows. The fraud team confirms a pattern that was visible last month only after the loss has landed and the regulatory clock has started. And the advisor walks into a client conversation with last week’s snapshot, about to be asked a question they can’t answer with confidence.
Most institutions already have the data, the dashboards, and AI across the stack. But by the time the full picture is assembled, the window to act has closed. It doesn’t have to.
FINANCIAL SERVICES SOLUTIONS
The Agentic Analytics Platform
For Financial Services
For Financial Services
Credit and Concentration Risk
Monitor CECL workflows, credit exposure, and reserve movements across loan portfolios with traceable, audit-ready answers.
Trading & Position Intelligence
Connect pre-trade, post-trade, and position data across trading systems, venues, and back-office platforms in one governed view.
Fraud and Compliance Analytics
Access fraud, compliance, and risk insights in natural language without SQL dependency or data science bottlenecks.
Portfolio & Advisory Intelligence
Connect performance, exposure, and client signals across portfolio and reporting systems so advisors enter every conversation ready.
Claims Leakage Detection
Analyze claims history, reserve movements, and adjuster activity across the book to identify payment patterns and anomalies.
AML False Positive Reduction
Investigate transaction patterns across channels and customer context to distinguish genuine risk from legitimate activity.
Regulatory Readiness & Efficiency
Monitor compliance metrics and audit trails in real time while reducing manual reporting cycles that erode margin.
Client Relationship Intelligence
Track portfolio risk, engagement signals, and share-of-wallet across client relationships to act before attrition starts.
Hours Saved
Per Week
Per Week
Increase in Customer
Conversion
Conversion
Improvement in
Retention
Retention
PLATFORM CAPABILITIES
Your Analytics Agent
For Financial Services
Answers with the Confidence Clients Expect
Your Metrics, Your Logic, Your Language
Spotter Semantics ensures every answer reflects how your institution defines success. Define net interest income, fee income, risk exposure, advisor productivity, and client engagement metrics once, and Spotter applies those definitions consistently across every team and every query. No more reconciling conflicting numbers between advisory, compliance, and operations.
EXPLORE SPOTTER SEMANTICS
Connect Your Entire Financial Stack
Your data warehouse holds part of the story. Spotter Connectors bring in the rest—core banking platforms, advisory systems, compliance tools, transaction feeds, and CRM data flow into one conversation. Spotter reasons across all of it so advisors and risk teams can identify fraud patterns, compliance gaps, and client opportunities without waiting on manual data pulls.
EXPLORE SPOTTER CONNECTORSDashboards Built for Every Financial Service Team
SpotterViz is a dashboard agent that generates production-ready dashboards tailored to financial services workflows in minutes. Advisors get full client portfolio views and next best action signals. Risk and fraud teams monitor exposure, anomalies, and compliance metrics in real time. All built in natural language, all ready to share immediately — no analyst queue, no operational overhead.
EXPLORE SPOTTERVIZ
Enterprise Trust, Regulated at Every Layer
Financial services operates under some of the most demanding compliance requirements in the world. Enterprise AI Trust ensures Spotter meets them. Row-level security, role-based access, audit-ready monitoring, bring your own LLM, and no data retention — so your compliance team, your regulators, and your board can verify exactly how AI operates in your environment.
LEARN ABOUT ENTERPRISE AI TRUSTRESOURCES
See How Financial Service Leaders
Use ThoughtSpot
FEATURED CASE STUDY
Driving Financial Visibility and Cost Efficiency at FrankieOne with ThoughtSpot
FrankieOne uses ThoughtSpot Embedded to give finance leaders real-time visibility into business performance—enabling faster decisions, tighter cost control, and proactive risk management without waiting on reports.
They achieved:
- Six-figure annual cost reduction by streamlining how the organization surfaces and acts on financial insights.
- 232 hours per week shifted from chasing answers to strategic planning, forecasting, and performance optimization.
- Proactive alerting on business anomalies, allowing finance to identify revenue risks and operational issues before they escalate.
INFRASTRUCTURE
The Technical Foundation
Financial Services Demands
SOC 2 Type II and ISO 27001 certified
FedRAMP High authorization available
Native Snowflake and Databricks integration
Row-level and column-level security
Role-based access control (RBAC)
Audit-ready conversation monitoring
Bring your own LLM (BYOLLM)
Zero data retention policy
Frequently Asked Questions
Our platform supports BYOLLM (bring your own large
language model) so you maintain complete control
over where AI processing occurs. We maintain SOC 2
Type II, ISO 27001, and FedRAMP High certifications,
and our zero data retention policy means your client
intelligence never leaves your environment. This
architecture satisfies FINRA, SEC, and international
regulatory requirements while enabling your teams to
work with confidence.
Turn Fragmented Financial Data Into Trusted Intelligence
ThoughtSpot is the Agentic Analytics platform that empowers everyone to ask and answer any question, on any data, anywhere you work.
