Coachman Cigar Club
We mapped recurring operational and administrative work to identify where automation could reduce manual handling while keeping human review where it matters.
RangerX
Vertical AI products built for real-world operations
RangerX builds Vertical AI, AI automation, and AI-native products around real industry workflows, data, and systems—designed for deployment, day-to-day operation, and continuous improvement.
Vertical AI · AI Automation · Product Engineering
AI product engineeringR&D
Data and requirements
work context, processes and user goals
Context
AI capabilities
understanding, classification and assisted decisions
AI
Products and workflows
usable, integrated software features
Product
DataAIWorkflowEngineering
Development approachProduct-led
AIfrom requirements to iteration
AI product engineeringVertical AI · AI Automation
Client workPrinting · retail · PC configuration
TaskOpsConversation to trackable work
Founded in 2021Taipei software & AI product company
R&D focus
Turn AI capabilities into products people can rely on
01 · VERTICAL AI
Vertical AI for industry workflows
We begin with industry context, data and processes, applying AI to defined work while preserving human review and permission boundaries.
02 · AI AUTOMATION
AI Automation & Workflow Integration
We turn unstructured information into trackable data, tasks, and workflows, then connect them to existing systems and operating processes.
03 · PRODUCT ENGINEERING
Product Engineering & Deployment
We design product architecture, system integrations, permissions, deployment, and ongoing operations for long-term use and iteration.
SELECTED CLIENT WORK
AI implementation starts with real operations
We work from the realities of each business—its workflows, data, and existing systems—to identify where AI can make a practical difference. These are selected client engagements we can publicly share.
瀚墨印刷
We examined quoting, order handling, and production workflows to identify where structured data and AI could improve the flow of work.
PCBuild
A product flow built around budget, intended use, available parts, and compatibility checks—from initial requirements to a configuration ready to purchase.
Current product
TaskOps: an AI-driven workflow product
TaskOps is designed for team collaboration, converting tasks, decisions and follow-ups from conversations into work items that can be reviewed and tracked.
Current product
Explore TaskOps
TaskOps
AI × Work
TaskOps identifies tasks, decisions, and follow-up items in day-to-day team conversations and turns them into trackable work items, reducing the risk of important actions getting buried in chat history.
Work conversationsAI organizesTrackable tasks
PAST PRODUCTS & ENGINEERING
Product history and engineering experience
RangerX previously built products across Web3, payments, and financial automation. That work established the architecture, integration, and operational experience behind our current Vertical AI and AI Automation practice.
01 / Web3 · NFT rentals
UniBridge | NFT rental platform
A Web3 product that brought NFT rentals, issuance, and practical use cases into one workflow.
About the product
02 / Blockchain payments
USD2Pay | Merchant payment workflows
Blockchain payment and collection services for merchants, supporting the Ethereum and Tron networks.
About the product
03 / FinTech · Automation
InvestPro | Cross-exchange strategy tool
Built around cross-exchange strategy execution, the platform helps users generate returns through arbitrage strategies.
About the product
AI product R&D and technology partnerships
If you are planning a product that brings AI, existing systems and real workflows together, talk with RangerX about your needs and ways to collaborate.
Contact RangerX