We ran into this problem ourselves. We couldn't find a good answer anywhere — so we built one.
airConcur Technology was founded in 2018 with a focus on data-intensive problems. Our first product was an aviation claims service — we built web scraping systems, automated data pipelines, and served nearly 1,000 customers. We signed contracts with Tuniu, one of China's largest travel platforms. COVID ended that chapter. But the technical foundation — scraping, automation, data processing — stayed with us.
Post-pandemic, we took on AI consulting and custom development for major enterprises. We weren't pitching AI theory; we were building and shipping real systems inside real organizations. That taught us what enterprise buyers actually need, what slows them down, and where AI genuinely delivers value versus where it's just hype.
After completing several custom AI projects, we realized some of what we'd built could be packaged and sold to other companies. The tools were solid. What completely stumped us was a question that looked simple:
We started interviewing enterprise buyers. The answer was clear: this wasn't just our problem. Every B2B team trying to grow faces the same friction — they don't know who their buyers are or how to reach them at scale.
This isn't a prediction. It's already happening. AI is redefining the velocity and scale of B2B development — teams using AI reach 10x more prospects per week than those relying on traditional methods.
It's not a matter of when you'll be ready. Every month you wait is another month of compounding advantage for the other side.
Not because we're smarter — but because we've been in the right position to build the right things.
The problem TAM AI solves is one we faced ourselves. That gives us a depth of understanding that no amount of market research can replicate.
We're not an LLM wrapper. We've built working AI systems inside Advantech, ezTravel, and other large organizations. We know what works and what's hype.
TAM AI launched in April 2026. We had paying customers before the first week was out. We've continued iterating with real users and enterprise clients including Advantech and Chung Hua Chemical.
Every company has potential buyers it doesn't know about yet. TAM AI exists to close that gap — automatically finding the right companies, the right people, and the right moment to reach out.