Insights

Notes From The Frontier

What we’re learning building and running AI systems — including our own.

workflow automation

We Run Our Own Business on AI Agents. Here’s What That Actually Looks Like

Not theory. A look inside how Digital Tribe runs real operations — bookings, invoicing, follow-ups, reporting — on Claude Code and autonomous agents, every day.

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Turning Urdu Voice Notes Into a CRM: A Custom LLM Case Study

Pakistani SMBs run on WhatsApp voice notes. Here’s how we built an AI that transcribes Urdu, extracts the lead, and logs it before the rep puts the phone down.

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