OntoX AI Platform

One platform for every business system

Enterprise agent platform: agents that remember, measurable and governed. Build systems by sentence, query data by question, refine workflows by chat — modeling, data chat, AI and orchestration chained into one pipeline. Agent Factory ships 60 business agents out of the box

On-premise deployment
Unified auth, multi-tenant isolation
Production-tested in AML
ontoxai.com
AI Site Wizard
Step 1 / 8
Which industry is your business in?
Smart MfgEducationE-commerceHealthcareFintechSaaS
AI is analyzing industry traits...
Data stays in-house
Multi-tenant isolation
Core Products

Core Products

Four engines + industry solutions: AML, data governance, KYC, risk

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OMS ModelingCore Engine

OMS Modeling

One sentence to a working system in 60 seconds

Describe your business need in natural language and get a production-ready system in 60 seconds: database tables, CRUD APIs, admin UI, filtering, pagination, and validation—all at once. Traditionally a new business object takes 10-18 days with 4-5 people; with OMS it is one sentence, one minute, zero code. Includes a state-machine engine for lifecycle management, cross-object navigation, and built-in import/export.

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DBChatCore Engine

DBChat

Ask your data questions, no SQL required

Connect a database and ask questions in natural language—no SQL, no analyst queue. The system understands your schema, generates and executes queries, and returns charts ready to read. Permissions, data masking, and audit are built in: people see what they should see, and every question leaves a trail. Business users self-serve reporting; IT stops drowning in ad-hoc requests.

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Cortex AICore Engine

Cortex AI

Every model through one gateway, auto failover

A unified LLM gateway that lets every application on the platform share the same model capabilities: intelligent analysis, report generation, content understanding, and assisted review. Multi-model automatic failover keeps business running when a provider is slow or down. Prompts are versioned and centrally managed; usage is metered in one place. AI-assisted AML screening and due-diligence reports all run on this layer.

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Loom OrchestrationCore Engine

Loom Orchestration

Write workflows as config, not code

Complex business workflows without writing code: extraction, cleansing, model batch runs, reports, notifications—composed like building blocks. Failed batches resume from checkpoints; every step reconciles. Heavy lifting like scheduling, parameter simulation, and AI-assisted review runs on it. Change a flow by editing config, never waiting on developers.

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Agent FactoryFlagship

Agent Factory

Create your business agent with one sentence

Describe your business task in one sentence—"analyze transactions for suspicious fund flows" or "QC this batch of medical records against every rule"—and AI proposes the domain, scenario, and tables within seconds. You confirm, the agent is generated, then verified by dual runs on real data with consistent conclusions before release. AI proposes; humans decide. Two agent archetypes (data-analysis and document-review) cover government, enterprise, education, and healthcare. 42 battle-tested agents out of the box; new customers swap rule packs, not code.

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Agent Platform

Agent Platform

Enterprise agents that remember, benchmark, and stay governed

Agents as production digital workers, not chat toys. Cross-session memory remembers past investigation conclusions; a benchmark suite makes success rates measurable; tool calls are gated by role with full audit trail; a sandbox caps resource usage; every agent's calls and token usage are metered separately. Fully private deployment.

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AML Agent LegionNEW · 62 verified scenarios

AML Agent Legion

14 agents across the full AML chain, querying live databases autonomously

Say it once, the agent investigates: alert triage, sanctions screening, UBO tracing, fund-network graphs, report reconciliation, rating migration — 14 AML agents covering monitor-triage-report-review. Each agent queries live databases (46M transactions / 780K alerts / 2.86M rating tracks at bank scale) and files structured, auditable conclusions with real numbers.

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Next-Gen AML Platform

Next-Gen AML Platform

Triage workbench, agent legion, and compliance loop—one system redefines AML operations

A next-generation AML operations platform built around AI-assisted triage with human sign-off. Five role workbenches cover the full alert lifecycle; 14 AML agents collaborate like staff. Triage replay makes every AI reasoning step reviewable; coverage matrix and regulation ledger turn compliance into daily routine. Proven on bank-scale data: 46M transactions, 780K alerts.

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Data MigrationExtension

Data Migration

Full-database relocation without downtime

Heterogeneous database relocation: full-database migration across Oracle, MySQL, and PostgreSQL with automatic schema translation, batched data movement, and initial-plus-incremental continuity. Dialect type differences are adapted automatically; row counts and content reconcile before and after. When replacing a legacy system, historical data moves over in one pass—without stopping the business.

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AtoMatchExtension

AtoMatch

Sanctions screening: recall first, fewer false positives

A multi-algorithm entity matching engine built for sanctions screening, KYC, and watchlist monitoring. Exact, transliteration, and fuzzy recall run in parallel and complement each other—maximize recall first, then reduce false positives. Validated at 100M-scale lists with 10K-scale throughput; every match carries explainable evidence for regulatory audit trails.

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Internal Control & AuditFlagship

Internal Control & Audit

Internal control: policy to remediation, closed loop

Turns the whole internal-control chain—policy, risk, controls, inspection, findings, remediation, assessment, reporting—into a configurable delivery: an in-database check engine runs 71 baseline rules (covering all 18 application guidelines) plus industry packs for government, enterprise, education and healthcare, each hit carrying its regulatory clause and source evidence. 33 storage-layer triggers (across 20 core tables, via 5 trigger functions) enforce segregation of duties, one-way state machines and audit trails at the storage layer (even TRUNCATE leaves a trace), with audit events landing in an immutable, undeletable ic_audit_log. Onboarding a new customer means swapping rule packs and mapping their data to ic_ business tables, not writing code; the management console and scheduled inspections are in production, with tenants isolated per database.

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96.7%
NL2SQL executable rate (20M-row bank DB)
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82
built-in workflow step types
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14+
database dialects (incl. domestic DBs)
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On-prem
on-premise, data stays in-house
EVOLUTION

A Platform That Keeps Evolving

From four-wheel engine launch to industry scenarios — every iteration is a verifiable capability leap

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OMSConnectorLATEST

Digital Twin Extension Plane

PG foundation upgraded to PostGIS + TimescaleDB + pgvector; MQTT real-time mapping lands in the kernel connector layer; a smart-building operations industry pack ships out of the box.

  • Smart-building pack: devices/energy/alarms, 7 objects instantiated in one click
  • MQTT industrial protocol adapter in the kernel connector layer
  • Scorecard binning loop: build baseline → PSI drift monitoring
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LoomCortex

Threshold Sandbox + Industry Knowledge Packs

Simulate indicator impact before any threshold change (P90 data-anchored calibration); the knowledge-base industry layer ships with packs (regulations / cases / risk signals) out of the box.

  • Calibrate with data: sandbox-simulate indicator impact before committing
  • Knowledge packs with public/industry/private visibility
  • Marketing-number consistency gate (code-measured vs published copy)
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LoomConnector

Public Intake & One-Stop Publishing

Any OMS business object gets a public intake form; creative assets go generate→upload→ad-publish in one pipeline.

  • Family-wide public Intake (lead capture + LLM scoring)
  • Connector protocol Phase 2.5 publishing
  • Custom-domain binding SOP (4 steps)
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AMLCortex

AML Full Chain Goes Live

Alert triage, SAR drafting, watchlist screening, large-value reports, six-dimension regulatory message validation — AI staff for three compliance roles.

  • 35 pages verified end-to-end
  • 20M customers / 46.1M transactions benchmark
  • 89,016 watchlist hits in real tests
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LoomOMS

Loom Orchestration Unified + MagicWand System Builder

Capabilities unified; one sentence yields a complete business system — data structures, permissions, sample data — cutting delivery from weeks to minutes.

  • 23 first scenarios → 90+ ecosystem
  • MagicWand: 10 tables / 71 fields / 16 relations in one shot
  • DataFlow pipelines with cursors & checkpoints
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AI Site Builder

AI Site-Builder Engine Released

Describe your industry & products → AI generates a full branded site: copy, palette, layout, SEO, with an automatic quality gate.

  • Wizard scored 8/10 in E2E tests
  • Multi-tenant site isolation + custom domains
  • Stripe/WeChat/Alipay payment channels
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OMSDBChatCortexLoom

Four-Wheel Drive Takes Shape

OMS modeling · DBChat NL-query · Cortex understanding · Loom orchestration — an ontology-driven AI-native enterprise foundation.

  • Unified auth center + service JWT
  • 14 SQL dialects incl. DM (Xinchuang)
  • Cross-service event bus + full tracing
ENGINE HIGHLIGHTS

Four Engines + Extensions

One killer scenario per engine — value in 30 seconds

Four EnginesExtensions
KILLER SCENARIO

MagicWand: one sentence → complete business system — physical tables + metadata + state machines + permissions + CRUD APIs + admin pages + dashboards. 50+ industry templates, one-click import.

OUTCOMEObject Modeling · Industry Templates · Permissions
  • ✓ Describe it → tables & models auto-built
  • ✓ 50+ industry templates, one-click
  • ✓ Permissions / state machines / APIs auto-configured
  • ✓ Admin pages + dashboards live
🪄
AI Modeling
One sentence → system
📦
Templates
50+ industries
👥
Permissions
Role + data level
🔄
State Machine
Workflow automation
🔌
Open API
Auto-generated CRUD
📊
Dashboard
Data visualization
PLATFORM

Platform Foundation + Fast Delivery

Enterprise capability stack + 54 industry templates. Zero code, end to end.

🏗️ Platform Foundation

  • Metadata Core — objects/properties/relations modeled once
  • Dynamic CRUD — metadata-driven APIs and pages, zero code
  • State Machine — visual lifecycle flows
  • Workflow — visual approval flows with timeout handling
  • Business Rules — zero-code rule configuration per industry
  • Data Quality — full-lineage traceability

🚀 Fast Delivery

  • 54 Templates — retail / F&B / logistics / manufacturing / healthcare, 26 domains
  • Minute-level Import — pick → preview → confirm, system ready
  • AI NL System Building — one sentence → a full business system
  • On-premise — intranet delivery, data never leaves

Pricing

Transparent pricing, choose as you need

Diagnostic Consulting

3-5 万engagement
  • One agent run on your data: backlog profile, triage bottleneck, automation uplift
Book a Diagnostic
Popular

Enterprise Platform

30-60 万year
  • Full private deployment of all four engines with annual compliance checks
Contact Us

Site Builder Pro

¥2999year
  • 5 site quota, all templates and design tokens
Get Started

Site Builder Agency

¥6999year
  • 30 site quota, multi-client management and white-label
Get Started
Templates

52 Industry Templates, 24 Domains

From retail to medical manufacturing. Pick → import → ready.

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AML Regulatory Reporting
金融监管
🐟
Aquaculture Mgmt
农业
📦
Asset Mgmt
企业通用
🔧
Auto Repair Chain
汽车服务
🍞
Bakery
零售商贸
💅
Beauty Salon
美容服务
🍲
Canteen Mgmt
餐饮服务
🍱
Catering Delivery
餐饮服务
🧹
Cleaning Service
生活服务
🏥
Private Clinic
医疗服务
🛍️
Clothing Retail
零售商贸
❄️
Cold-chain Logistics
物流仓储
🏗️
Construction Proj
建筑建材
🏪
Convenience Store
零售商贸
🌾
Crop Farming
农业
🦷
Dental Clinic
医疗服务
🚗
Driving School
教育培训
🛒
E-commerce Ops
电子商务
📮
Express Outlet
物流快递
🚚
Food Truck
餐饮服务
🚢
Freight Forwarding
物流仓储
🥬
Fresh Market
零售商贸
🪑
Furniture Mfg
家具制造
🏡
Greenhouse
农业
🏋️
Gym
体育健身
🔌
Appliance Retail
零售商贸
🏨
Hotel Mgmt
酒店住宿
👥
HR & Attendance
企业通用
🧒
Kindergarten
教育培训
🐖
Livestock Farming
农业
🔬
Med Device Mfg
医疗器械制造
📅
Meeting Room Booking
企业通用
📦
Moving Service
生活服务
🎵
Music School
教育培训
🍎
Orchard Farming
农业
🅿️
Parking Mgmt
物业交通
💰
Payroll Mgmt
企业通用
🐾
Pet Hospital
宠物医疗
💊
Pharmacy Retail
医药零售
🖨️
Printing Shop
印刷广告
🧾
Procurement Mgmt
企业通用
🏢
Property Mgmt
房地产
🔑
Real Estate Agency
房地产
🤝
Recruitment Mgmt
企业通用
📋
Rental Mgmt
企业通用
🍜
Restaurant Chain
餐饮服务
🛡️
Security Service
生活服务
🏭
Small Factory
制造业
🍵
Tea Shop
餐饮服务
🚙
Vehicle Fleet
企业通用
🪪
Visitor Mgmt
企业通用
🏬
Warehouse Mgmt
物流仓储
52
Templates
24
Industries
100+
Object Types
30s
Import Time
LIVE DEMOS

Core capabilities, verifiable live

No concepts. Live ammunition — every demo re-runnable.

Live demo

MagicWand One-Sentence System Building

"Build a customer complaint system with ticket no., channel, status"
  1. Describe the need in one sentence
  2. AI generates model + physical table + sample data
  3. Menus, permissions, API, state machine auto-configured; then open Ask-Data — ask questions right on the table you're viewing
RESULT 100% success rate, under 5 minutes; ask data in natural language right after build (SQL fully visible, verified Sep 2026)
Live demo

Loom Full-Chain Workflow Orchestration

Declaratively orchestrate cross-system business flows — data ingestion, AI processing, result persistence, notification — without writing code
  1. Zero-code flow design — compose business flows like building blocks
  2. Data, AI, branches, loops — snap together like blocks
  3. Resume-from-checkpoint + quality gates + result persistence
RESULT 325 battle-tested scenarios — daily batch & AML monitoring flows verified in production
Live demo

One-Stop AI Site Builder

Answer 8 questions; AI builds and ships a full company site
  1. Wizard collects brand & business info
  2. AI generates structure + copy + visuals
  3. Pass the score gate → publish to your domain
RESULT This very portal is built by that engine
TRUST & SECURITY

Enterprise-Grade Trust

From data isolation to compliance — enterprise security is not optional.

🔐

Tenant Isolation

Independent data space per tenant, zero cross-tenant access.

Your data is visible only to you
🛡️

Fine-grained Permissions

Role + function + data permissions, unified auth and audit.

Different roles see different views
📜

Full Audit Trail

Every operation recorded, every change traceable.

Who changed what, when — always answerable
🔒

On-Premise

Full system inside your intranet. Data never leaves.

Compliance without compromise

Put your enterprise data to work

Four engines — modeling, data dialog, understanding, orchestration. Book an expert demo.

No credit card required · Free consultation · Deploy in days