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ai10tionLabs

The founder / Chris McManaman

I’ve built the products. Now I’m listening to the market.

ai10tion Labs brings 20+ years of enterprise software, product strategy, and transformation experience to three AI products with a shared operating thesis.

Why these products

Better decisions begin with better evidence.

Experienced professionals have career depth that hiring processes struggle to see. B2B teams need thought leadership that keeps pace with their market. Enterprises are deploying AI agents faster than they can manage their purpose, cost, and value.

These are different buyers facing a related problem: valuable information exists, but it needs structure and context before it can guide a consequential decision.

I built Kesalul, Pamola, and Netuk around that idea. Each has a working application and AI workflows. Each also has a market thesis that needs customer evidence.

The next founder decision

Which opportunity earns the focus?

The products can go in front of customers now. My next job is to learn where urgency, willingness to pay, and repeatability justify concentrated effort.

01 / Customers

Show me the real workflow.

Where does the work break down? What would make a product useful enough to become part of your day?

02 / Operators & partners

Help identify the strongest entry point.

I want to meet people who understand these buyers and can help turn product capability into a repeatable route to market.

03 / Investors

Tell me what evidence matters.

Which thesis merits a closer look, and what would you need to see before seriously considering an investment?

Let’s compare notes

Which of these problems
would you spend 20 minutes on?

Meet Chris. Explore a product, challenge the thesis, or talk about putting it in front of customers.

Meet Chris