Blog
AI & SaaS blog by Tilak Raj, AI founder in Canada. Tactical playbooks and strategic analysis for founders and operators building with AI, automation, and modern software infrastructure.
A candid breakdown of how I built 8 vertical AI products from Edmonton, what failed, what worked, and the operating system behind scaling as a solo founder.
A practical, step-by-step framework for small businesses to adopt AI without a technical team, starting with workflow mapping and ending with measurable ROI.
A production-focused guide to the real failure modes in agentic AI systems and the architecture patterns that make autonomous workflows reliable.
A practical Canadian compliance guide for AI SaaS founders covering AIDA direction, PIPEDA obligations, Law 25 implications, and a founder-ready implementation checklist.
The exact validation and execution system I use to launch SaaS products in 30 days, from interview-led demand validation to production rollout.
Real estate combines repetitive workflows, high-value transactions, and regulatory structure, making it one of the strongest vertical markets for AI-native CRM products.
The practical AI tool stack, workflows, and boundaries I use to run 8 products as a solo founder without sacrificing quality or control.
A field-level look at why agriculture is an exceptional AI opportunity and a difficult execution environment, based on lessons from building AgriIntel.
GPT-5, Claude 4, Gemini Ultra, and DeepSeek are all competing for the same market. Here's how founders should think about picking models, avoiding lock-in, and building durable products in a race where the goalposts move every quarter.
Agentic AI — systems that plan, take actions, and complete multi-step goals without step-by-step human direction — is moving from demo to deployment in 2026. Here's what's changed, what's still broken, and how to build with it responsibly.
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