# Show HN: Conversational Data Intelligence Accelerator > Source: > Published: 2026-08-25 11:51:48+00:00 01 ### Discovery & Value Design Timing: Week 1**Deliverables**: Discovery brief, architecture hypothesis, pilot scope, and ROI measurement plan. CONVERSATIONAL DATA INTELLIGENCE ACCELERATOR Give business users an Enterprise AI Data Assistant that turns everyday questions into validated SQL, decision-ready visualizations, and traceable answers from approved enterprise data. Bring AI-powered business intelligence to your organization while keeping database access, query safety, permissions, and auditability under enterprise control. THE ENTERPRISE REPORTING BOTTLENECK FROM BUSINESS QUESTION TO GOVERNED ANSWER THE RIGHT DATA EXPERIENCE FOR EVERY STAKEHOLDER GOVERNED SELF-SERVICE ANALYTICS FROM REPORTING QUEUES TO DECISION VELOCITY TECHNOLOGY AND INTEGRATION LAYER Next.js 15 shadcn/ui Query Interface Administration Console Audit Interface Charts Tables HTML Views JSON Outputs Embedded UI Components Enterprise Portal Embedding Lang Chain LangGraph Schema Trainer Agent SQL Validator Agent SQL Generator Agent Query Executor and Formatter PostgreSQL EXPLAIN Analysis Dry-Run Validation Security Scanning Cost and Performance Validation Configurable Model Providers Private Model Endpoints Model Routing PostgreSQL PostgreSQL pgvector Embeddings Vector Search Schema Metadata Table Descriptions Column Descriptions Redis Query-Result Caching Controlled Conversation Context SQL Governed Semantic Layers Enterprise SSO IAM Integration RBAC ABAC Cookie-Based POC Authentication Secrets Management Encryption Network Controls Audit Logging Policy Enforcement SAML/OIDC MFA Role Mapping Row-Level Controls Three-Container POC Containers Kubernetes Managed Application Services AWS Azure GCP Private Cloud On-Premise Deployment Hybrid Deployment Application Telemetry Model Telemetry Query Telemetry Infrastructure Telemetry ERP Systems CRM Platforms HRMS Platforms Project Systems Finance Systems Analytics Platforms Relational Databases Data Warehouses Governed Read Replicas Database Connectors API Connectors Semantic-Layer Connectors Internal Applications WHERE GOVERNED DATA ACCESS MATTERS FROM QUESTION TO DECISION-READY INSIGHT FROM ASSESSMENT TO MANAGED INTELLIGENCE 01 02 03 04 05 06 07 FREQUENTLY ASKED QUESTIONS Whether you’re navigating AI adoption, modernizing legacy systems, or scaling a product - we start by listening. No pitch deck. No template. A real conversation.