QuickQuery.ai · AI Enterprise Intelligence
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QuickQuery.ai is the AI intelligence layer for the Sanadi ecosystem — natural-language analytics, retrieval-augmented insights and autonomous agents working across ERP, WMS, IIoT and workforce data.
Platform overview
One AI layer across every enterprise system
QuickQuery.ai unifies structured and unstructured enterprise data behind a governed AI fabric — so any leader, planner or operator can ask, explore and act in natural language.
Natural-language BI
Ask questions in plain English or Arabic and receive charts, tables and narratives sourced from live systems.
RAG over enterprise data
Retrieval-augmented generation grounded in ERP, WMS, IIoT, HR and document repositories with full source citations.
Autonomous AI agents
Goal-driven agents that monitor KPIs, trigger workflows and orchestrate actions across the AMIGO and RAQM ecosystems.
Capabilities built for the enterprise
Conversational analytics
Replace dashboards with dialogue across finance, ops and workforce data.
Document intelligence
Extract, summarize and reason over contracts, SOPs and compliance archives.
Predictive insights
Forecast demand, maintenance and workforce risk with explainable models.
Governed by design
Row-level security, role-aware retrieval and full audit lineage.
Workflow automation
Trigger ERP, WMS and RAQM workflows directly from AI conversations.
Custom copilots
Domain copilots for planners, controllers, HR and field supervisors.
Core modules
AI Chat
ConversationConversational interface across all connected enterprise systems.
AI Dashboards
AnalyticsGenerative dashboards built on natural-language prompts.
Knowledge Engine
RAGRAG pipeline with vector + structured retrieval and citations.
Agent Studio
AgentsBuild, deploy and monitor goal-driven enterprise agents.
Document AI
DocumentsOCR, extraction and reasoning across enterprise documents.
Governance Layer
TrustPolicy controls, PII redaction and full audit trail.
How QuickQuery.ai works
Connect
Plug into AMIGO ERP/WMS/IIoT, RAQM, databases, data lakes and document stores.
Ground
Index structured and unstructured data behind a governed retrieval layer.
Ask
Users query in natural language with role-aware permissions and citations.
Act
Agents and workflows execute approved actions back into operational systems.
AI & analytics core
Engineered for enterprise reliability — multi-model orchestration, deterministic guardrails and full observability over every prompt, retrieval and action.
Multi-model routing
Best-fit LLM per task with cost and latency optimization.
Guardrails & policies
Prompt firewalls, PII redaction and content policy enforcement.
Continuous learning
Feedback loops improve retrieval, ranking and answer quality.
Explainable answers
Every response includes sources, lineage and confidence signals.
Technical architecture
Integrations
Industry use cases
Manufacturing
Plant-floor copilots for OEE, quality and supply visibility.
- +18% OEE
- -30% reporting time
Logistics & Warehousing
Conversational WMS analytics and exception agents.
- 2× throughput insight
- -40% manual queries
Construction
Project intelligence across cost, schedule and workforce.
- Real-time risk view
- Unified site reporting
Government & Public Sector
Governed knowledge assistants over policy and operations.
- Faster citizen response
- Auditable answers
Dashboard previews
Executive intelligence
Live KPIs across finance, operations and workforce.
Operations copilot
Anomaly detection and recommended actions.
Knowledge assistant
Cited answers over enterprise documents.
Case studies
Frequently asked questions
See QuickQuery.ai on your data
Book a guided session and watch QuickQuery.ai answer your real questions across ERP, WMS, IIoT and workforce systems.