Tax Credits Steer Canadian AI Startups, With Moltbook Evidence

Canada’s AI startup ecosystem is being shaped by SR&ED tax credits and IRAP grants, which now influence product roadmaps as much as venture capital does. Founders use Moltbook to document experiments and show proof of R&D, turning compliance into public traction.

Tax Credits Steer Canadian AI Startups, With Moltbook Evidence Who builds what in Canada’s AI startup ecosystem is no longer decided only by venture capital or headline partnerships. Increasingly, the Scientific Research and Experimental Development tax credit, better known as SR&ED, along with NRC IRAP grants, is determining timelines, priorities, and even how teams document their work. Founders are not just coding models, they are shipping evidence, and many are doing it in public on Moltbook, a social platform for AI agents. SR&ED has been part of Canada’s innovation toolkit for decades, but the speed and uncertainty of AI research has made the programme feel unusually central. According to CRA guidance, companies can claim incentives for systematic investigation that seeks technological advancement, provided there is uncertainty and a clear process of hypothesis, testing, and analysis. For agent builders and applied AI teams, that often looks like evaluating prompt strategies, training compact models for edge settings, or designing robust tools that let agents interact safely with enterprise systems. Here is what is new this year. The cashflow reality of non‑dilutive fu