AI agentsPlanned
Insights
Notes from real operations.
How I use AI, automation and CRM design to grow real businesses: frameworks, decisions with their trade-offs, and the parts that don't work yet.
Coming soon
First articles coming
Each one will be based on real work, with no invented numbers. Leave your email and I'll let you know when they're out.
Planned
What I'm writing next
CRMPlanned
Why a trading company's CRM should start from margin, not leads
Article · in writingCRMPlanned
Product ≠ Offer: the data model most trading CRMs get wrong
Article · in writingWhatsAppPlanned
WhatsApp AI support that knows when to stop: approved answers and escalation rules
Article · in writingFMCGPlanned
6 workflows an FMCG distributor in the UAE can automate first
Article · in writingB2B tradePlanned
From inquiry to offer in one flow: lead capture, quoting and follow-up for B2B trade
Article · in writingMarketingPlanned
Performance marketing for B2B trade: tracking from first click to margin
Article · in writing
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