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Why Per-Seat SaaS Pricing Breaks in the Age of AI

The $150/Seat Problem: Why Per-Seat SaaS Pricing Doesn't Work When AI Does the Work

The Future of CRM Has No UI

How agent-native workflows are replacing traditional CRM dashboards, and what that means for your stack

Salesforce vs Open Tooling CRM: What Actually Matters in 2026

Salesforce vs Open Tooling CRM: The Architecture Shift in the Age of AI

I Spent Three Months Trying to Make AI Work With Our CRM. Then We Built Our Own.

At Attri, we spent months trying to make AI agents work with traditional CRMs, and kept failing. They were built for humans, not agents. So we built Open Tooling CRM from scratch: headless, evidence-based, MCP-native, and fully open-source. Here's the story behind it.

Enterprise SaaS Was Built for Humans. AI Agents Need New Infrastructure.

We’re open-sourcing the first piece: an agent-first CRM with evidence-based memory, 27 MCP tools, and zero vendor lock-in.

Nobody Told Me Being an AI PM Would Feel Like This

Four Hats, One AI

How I Build, Invest In, and Practice Law with AI in 2026