InsightAssist answers questions, proactively monitors metrics, generates hypothesis and helps build faster, smarter insights.
The Problem
Days are lost to understanding data, aligning metrics, and explaining insights. Questions linger and decisions are delayed.
Teams use different definitions, turning insights into debates instead of trusted decisions.
Analysts spend hours explaining their methodologies to earn trust from functional heads.
80% of decisions require additional data beyond what existing dashboards provide.
70% of new insight requests take 2-7 days to complete, causing critical delays.
Leaders forced to rely on gut feeling or proxy data, significantly raising business risk.
The result: slow decisions, repeated questions, inconsistent metrics, and avoidable risk.
What InsightAssist Does
Not just SQL chat. InsightAssist understands context, business logic, and data relationships, like your best analyst. We go beyond queries to deliver reasoning, explanations, and actionable insights.
Designed specifically for fintech analysts. We understand what can and should be automated, from metric definitions to decision reasoning.
Why InsightAssist
We understand the challenges analysts face every day. InsightAssist is designed to handle the complexity of fintech data, from credit risk to portfolio performance, with the accuracy and context your team needs.
Target Time Savings
Insight Accuracy
Context-Aware
Unlike generic SQL chat tools, InsightAssist understands fintech metrics, business logic, and the reasoning behind every decision.
Features
Ask: "Why did approval rates drop last week?" Get instant, sourced, metric-accurate answers.
Automatically tracks shifts across portfolios, channels, and cohorts. Alerts before small issues become big.
Every correction improves the model's understanding of your business context.
Generates hypotheses, compares cohorts, and produces narrative explanations beyond raw SQL.
Every insight includes assumptions, lineage, and links to underlying queries and metrics.
Auditability, RBAC, SSO, and deployment options that fit fintech workflows.
Early Access
We're onboarding a limited number of fintech analytics teams to validate automated decision reasoning and insight workflows.
Last updated: November 12, 2025
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