Enterprise GPT
Your Enterprise Data Now Conversational
Ask questions in natural language and get real-time answers, charts, and insights across your enterprise systems — without SQL or technical expertise.
< 3s
Average response
85%
Query accuracy
0
SQL Required
銷售佔比
34.8% 北區
37% 南區
28.2% 中區
月度業績
銷售趨勢
+24.6%
Enterprise Use Cases
One ConversationEndless Business Insights
From cross-system analytics to scenario simulation — EnterpriseGPT supports every layer of enterprise decision-making.
Cross-Source Query
Natural language across ERP, MES, and BI — no IT report requests needed.
Real-time
What is the capacity utilisation of each plant this month?
AI
Queried ERP + MES — results:
Taichung 92.3%
Kaohsiung 87.1%
Overall avg 89.5% ↑
Trend Analysis
Monitor key business trends and detect operational anomalies in real time.
Insight
How has gross margin on our main product changed over the last 6 months?
AI
Q3 inflection point — margin up +4.2 pp:
2024 Q1 22.1%
2024 Q2 19.8%
2024 Q3 24.0% ↑
Context Tracking
Follow-up questions retain full operational and analytical context.
Multi-turn
↑ Following capacity analysis
The plant you mentioned — what's the expansion progress?
AI
Continuing from last query — Taichung Phase 2: 60% complete, on track for full capacity Q3
Scenario Simulation
Evaluate strategic trade-offs before making operational decisions.
Strategy
If customer demand increases 20%, is current capacity sufficient?
AI
Simulation result: capacity gap ~2,400 MT/month
Recommendation: launch Phase 2 early
Projected revenue uplift +NT$180M
SmartQuery · Live Demo
Ask Business Questions Get Operational Answers
SmartQuery transforms natural language into real-time enterprise analytics — without requiring SQL or technical expertise.
EnterpriseGPT
Query Input
Ask a question…
Generate SQL
SQL will appear here
Query Results
Results will appear here
Ready
PostgreSQL
—
Behind every answer, five engine steps ran in sequence
Under the Hood
Behind Every Answer
Five Things Happen
Each query activates five coordinated engine layers — from semantic understanding and data retrieval to SQL generation and visualization rendering.
01
02
03
04
05
01
Data Sources
Securely connected enterprise systems — always query-ready in real time.
Oracle
MS SQL · PostgreSQL
SAP · ERP
Salesforce · CRM
Data Lake · API
CONNECTED SOURCES
Oracle
Connected
MS SQL
Connected
SAP · ERP
Connected
Salesforce
Connected
Data Lake
Connected
02
Data Ingestion
Automatically ingest, structure, and synchronize enterprise data across connected systems in real time.
Automated ETL
20+ Connectors
Stream + Batch
Schema Parsing
Quality Monitoring
ETL PIPELINE · 20+ CONNECTORS
Extract
✓
Validate
✓
Transform
Load
03
Semantic Understanding
EnterpriseGPT understands business terminology, relationships, and metric definitions across enterprise systems.
Knowledge Graph
Vector Embedding
Metadata Catalog
Semantic Index
Metrics Layer
SEMANTIC INDEX
業績查詢
revenue
region
sales
month
KPI
target
04
Inference Engine
EnterpriseGPT interprets business intent, validates query logic, and generates reliable analytical responses in real time.
RAG Pipeline
NL → SQL
Predictive Models
Multi-agent
Context Simulation
上個月各區域業績如何？
RAG
NL→SQL
Validate
GENERATED SQL
SELECT region, SUM(revenue) AS total FROM sales WHERE month = LAST_MONTH() GROUP BY region
05
Insights Delivery
Insights are delivered instantly across dashboards, reports, APIs, and operational workflows.
Dashboard
Reports · PDF · XLSX
Alerts · Webhooks
Agent Actions
API · Embed
DASHBOARD OUTPUT
北區
8,240,000
南區
6,120,000
中區
5,890,000
01
Data Sources
Securely connected enterprise systems — always query-ready in real time.
Oracle
MS SQL · PostgreSQL
SAP · ERP
Salesforce · CRM
Data Lake · API
02
Data Ingestion
Automatically ingest, structure, and synchronize enterprise data across connected systems in real time.
Automated ETL
20+ Connectors
Stream + Batch
Schema Parsing
Quality Monitoring
03
Semantic Understanding
EnterpriseGPT understands business terminology, relationships, and metric definitions across enterprise systems.
Knowledge Graph
Vector Embedding
Metadata Catalog
Semantic Index
Metrics Layer
04
Inference Engine
EnterpriseGPT interprets business intent, validates query logic, and generates reliable analytical responses in real time.
RAG Pipeline
NL → SQL
Predictive Models
Multi-agent
Context Simulation
05
Insights Delivery
Insights are delivered instantly across dashboards, reports, APIs, and operational workflows.
Dashboard
Reports · PDF · XLSX
Alerts · Webhooks
Agent Actions
API · Embed
CONNECTED SOURCES
Oracle
Connected
MS SQL
Connected
SAP · ERP
Connected
Salesforce
Connected
Data Lake
Connected
Enterprise Security
Enterprise-Grade Security & Governance
EnterpriseGPT is built to meet the governance, security, and compliance standards of modern enterprises.
Multi-tenant isolation
Ensure complete separation between organizations with secure tenant-level isolation and independent access controls.
Role-based access control
Manage permissions across teams, departments, and enterprise data sources with flexible role-based governance.
Enterprise Encryption
All enterprise data is encrypted in transit with TLS 1.3 and at rest using AES-256 encryption standards.
Full Audit Traceability
Every query, access event, and configuration change is fully traceable for governance and compliance review.
ISO 27001
Planned
NEXT-GENERATION INTELLIGENCE
See EnterpriseGPT work with your own data
We run a guided proof-of-concept with data from your environment — not a canned demo.
Request Demo