Russlan Ramdowar

Founder of Future Edge Group and the team behind iPulse AI, a multi-agent AI investment research platform. Building AI, data, and fintech products.

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Does your AI save time, or just move the work?

When should an AI product show disagreement?

When should an AI product show disagreement?

When should an AI product show disagreement?

When should an AI product show disagreement?

When should an AI product show disagreement?

When should an AI product show disagreement?

When should an AI product show disagreement?

Onboarding benchmarks from real data across 464 SaaS products: median tour completion is 29%

Building in the AI reliability space — looking for feedback

Building an AI product taught me that the LLM isn’t the hardest part

I ran the same playbook on a dozen products. It worked once.

Never average the ratios: designing a composite score users can actually audit

Day 10 — designing for "what if nobody answers your survey

Three weeks selling: 16 real visitors, 0 customers

I bought Apple at 15. Then I spent 19 years trying to understand what comes next.

I built a startup-idea scanner. It just told me none of my 3,400 ideas are easy wins.

We stopped letting our agents decide when a task was "done"

I Tested Agenmatic for Finding Customers in Communities — Here’s What I Learned

I spent 3 months building a prediction market on Base as solo Dev