Data, AI & Analytics
Your BI tool and AI layer are already included.
Airtool integrates operational reporting, drill-down analytics, document generation, and governed AI directly into the platform runtime. No Power BI. No Tableau. No external AI API sprawl. One governed architecture for your data and your intelligence.
THE PROBLEM WITH THE CURRENT APPROACH
Most enterprise stacks bolt analytics and AI on top. That creates fragmentation, cost, and risk.
Operational reporting
Document generation
Analytical workloads
AI data access
AI cost control
AI vendor flexibility
Governance enforcement
Traditional Approach
Exported to external BI tool
Separate reporting engine
Standalone data warehouse + BI
Direct DB connections, no governance
Unpredictable API spend
Locked to one provider
Inconsistent across tools
Airtool
Embedded inside the application
Built-in, pixel-perfect output
Native ClickHouse / Vertica integration
Permission-aware, governed queries
Token metering per tenant, per user
Vendor-agnostic LLM abstraction
Single enforcement layer for everything
ANALYTICS
Reporting that lives inside your application not beside it.
Airtool reports are defined in SQL and execute inside the application runtime. Users drill from summary to transaction without switching tools, exporting data, or waiting for a dashboard to refresh. Reports are governed by the same role-based access and data-level authorization as the rest of the platform.
SQL Driven Reporting
Operational Reporting Engine
SQL-defined reports with parameterized execution, real-time data, and drill-down navigation to individual transactions. Built into every application on the platform.
Get Statred
SQL defined reports
Real time data
Drill down navigation
Built in runtime
Structured Document Output
Enterprise Document Generation
Pixel-perfect structured documents invoices, financial reports, regulatory outputs, billing statements generated on-demand with automatic layout, formatting, and multi-format export.
Get StatredPixel perfect documents
Multi format export
Automated layout formatting
On demand generation
High Volume Analytics
Advanced Analytics Engine
Aggregation queries, multi-dimensional grouping, KPI dashboards, and cross-entity exploration powered by native ClickHouse and Vertica integration for large-scale analytical workloads alongside your transactional database.
Get StatredMulti dimensional queries
KPI dashboard insights
Cross entity analysis
Native analytics engines
AI
AI inside your enterprise governed, measured, and controlled.
Every enterprise is under pressure to adopt AI. The risk is not capability it's control. Uncontrolled data exposure, unpredictable costs, inconsistent permission enforcement, and AI behaviour that bypasses your security model. Airtool's AI operates inside the same governed runtime as everything else. The same role-based access rules that govern what a user can see in the UI govern what an AI agent can query. No shadow AI. No data leaving your permission boundary.
Natural Language Queries
Users query live operational data in plain language. Airtool translates to governed SQL metadata-aware, relationship-aware, permission-enforced before execution. Results render inside the application, not in an external chat interface.
Contextual Knowledge Access
Retrieval-augmented access to your application documentation, internal manuals, and operational specifications. Responses are traceable with source attribution no hallucinated answers without a citation.
Domain AI Agents
Define agents tailored to your operations financial reporting automation, inventory optimization, billing anomaly detection, customer analytics. Each agent operates under enterprise governance rules, not as a freestanding external integration.
Workflow AI
AI operates inside transactions validation enrichment, anomaly detection during processing, automated decision support. ntelligence embedded in operations, not layered on top of them.
AI GOVERNANCE
Control what AI can access, do, and cost.
AI governance in Airtool is not a compliance checkbox. It is a structural property of the runtime. Every AI interaction is subject to the same controls as every other operation on the platform.
Access Control
AI agents and natural language queries respect the same data-level authorization rules as human users. An agent cannot query data a user cannot see. Schema boundaries are enforced before execution.
Usage Metering
Input and output token usage tracked per session, per user, per department, per tenant. Budget limits, quota enforcement, and alert thresholds configured at the organization level. No surprise AI bills.
Vendor Flexibility
Airtool's LLM abstraction layer supports multiple AI providers. Switch models or providers without rewriting application logic. Avoid lock-in to a single AI vendor as the market evolves.
Build With A Unified Foundation
One platform. No BI license. No AI sprawl.
Consolidate your reporting, analytics, and AI on the same governed runtime that runs your ERP, CRM, HR, and WMS. Less infrastructure, less cost, more control.
