
AI and Data, Powering Modern Business Growth
Founded in 2022, Instag.ai builds enterprise-ready AI Agent and Customer Data Platform (CDP) solutions for modern businesses. We believe AI should move beyond experimentation and become a practical engine that helps teams work smarter, move faster, and create measurable business value.




Our Vision
To help every business build its own AI-powered operating engine.
In the age of AI, the real challenge is not access to technology. It is turning technology into real business outcomes. By combining AI Agents that automate repetitive work with a CDP that unifies customer data, we help companies move from AI anxiety to practical AI adoption.
From media and e-commerce to technology and education, we work closely with teams across industries to understand their operational challenges and growth goals. Our role is to help businesses introduce AI in a way that is realistic, useful, and sustainable.
A Cross-Disciplinary Team Built for Execution
We bring together expertise in data, product, design, engineering, and marketing to solve real business problems.
We understand how local businesses in Taiwan can adapt and grow in a fast-changing market.
Mission-Driven
We build solutions that help businesses unlock practical value from AI.
Customer-First
We start with real customer needs and turn them into workable solutions.
Continuous Innovation
We stay close to emerging AI capabilities and keep improving how our products deliver results.
Data and AI, Working Together
We specialize in first-party data integration and AI Agent automation, helping businesses turn data into action and action into outcomes.
Strong Engineering Foundations
With experience building for high-traffic e-commerce and media environments, we create systems that are stable, scalable, and ready for real-world use.
Design with Business Purpose
Our design approach goes beyond visuals. We focus on clarity, usability, and conversion so that every interaction supports business goals.
Marketing with Measurable Impact
From content strategy to analytics, we care about marketing that performs, not just marketing that looks good.
From Strategy to Execution
We support businesses end to end, from positioning and planning to implementation and optimization, across technology, commerce, media, and community-driven brands.
We are more than a technology team. We are a long-term partner for businesses navigating digital transformation with AI.
Development History & Milestones
From differentiated entry to AI Agent commercialization, building our market position step by step
Differentiated Entry
Launched an anonymous-to-identified CDP approach and defined a path distinct from algorithm-led competitors.
Media Beachhead
Validated the media use case through customers including Global Views, CommonWealth, Mom & Baby, and TechBang.
Category Definition
Established the AI Agent + CDP architecture and sharpened our category and product narrative.
Commercial Validation
Commercialized AI Agent, completed the first paid validations, and expanded adoption scenarios.
Scaling
Advancing PLG and sales expansion to replicate flagship customer success at scale.
Differentiated Entry
Launched an anonymous-to-identified CDP approach and defined a path distinct from algorithm-led competitors.
Media Beachhead
Validated the media use case through customers including Global Views, CommonWealth, Mom & Baby, and TechBang.
Category Definition
Established the AI Agent + CDP architecture and sharpened our category and product narrative.
Commercial Validation
Commercialized AI Agent, completed the first paid validations, and expanded adoption scenarios.
Scaling
Advancing PLG and sales expansion to replicate flagship customer success at scale.
Media Coverage
A growing body of coverage around our work in AI and data-driven marketing

Startup Select: AI Agent x CDP all-in-one marketing automation platform

MetaMatch Cloud Marketplace: Instag CDP integrates first-party data to improve insight quality and precision marketing

Taipei TOPS platform: CDP x AI Agent all-in-one data integration marketing platform

AI Agents are becoming scalable digital teammates inside real business workflows

First-party data became essential as third-party cookies phased out, and Instag helped media brands move toward omnichannel marketing

FTNN achieved 320% Google traffic growth through SEO consulting and content strategy

TechBang improved LINE CTR to 72% by acting on audience insight from first-party data

Mom & Baby used first-party data to create new business opportunities through digital transformation

Instag adopted Akamai Linode to support its audience data platform SaaS architecture

A guidance case study on how TechBang used AI-powered segmentation to break through its traffic ceiling
Build Your Next Stage of Growth with AI
Whether you are exploring AI adoption, evaluating our products, or looking for a practical long-term partner, we would love to hear from you.