Insights
Notes From The Frontier
What we’re learning building and running AI systems — including our own.
custom llm deployment
Why Generic AI Models Fail in Real Business Contexts (And What a Custom LLM Actually Does)
Generic AI tools miss the nuance your business runs on. Here's why custom LLM deployment closes that gap — with real proof from the field.
Read →vision applicationHow Computer Vision Inventory Counting Cuts Shrinkage and Speeds Fulfillment
Computer vision inventory counting reduces stock errors by up to 30% and cuts manual audit hours. Here is the ROI case, grounded in real deployments.
Read →workflow automationWe 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.
Read →custom llm deploymentTurning 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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