What is an AI-native CRM? The 2026 buyer's guide
A practical guide to AI-native CRM platforms in 2026: how they differ from Salesforce/HubSpot, what agents replace, and the buying checklist we wish we'd had two years ago.
Posts tagged "ai-agents".
Why the 'add an AI sidekick' approach to Salesforce/HubSpot maxes out at 1.2x productivity. The math behind moving the database.
ai-agentsWhy we treat long-lived agent memory as a separate, write-controlled data path from retrieval-augmented generation.
Inside how Dench's call-analysis agent maps objections to deal stage, computes win-rate deltas, and recommends packaging changes.
productWhy making a chat thread visible to the whole org (instead of private to one user) compounds knowledge faster than any doc.
Why we moved off naive streaming chat and onto Vercel's Workflow SDK + Convex. The pain points, the fixes, and what we'd do differently.
ai-agentsTwo years of iterating on inbox agents: triage, autodraft, autosend. What gets adopted, what falls flat.
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