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Discovery & Value Design
Timing: Week 1Deliverables: 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
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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.