Tinuiti
Empowering one of the world’s largest Amazon agencies to scale from 35 to 3,500 clients — by rebuilding their data and automation backbone from the ground up.

About the Project
Tinuiti manages advertising across Amazon, Walmart, TikTok, Instacart, and Criteo - but their teams were stuck with fragmented reporting and heavy manual work.
Techesthete rebuilt their data and automation backbone from scratch, creating a multi-source ETL pipeline and a unified BI framework that pulls every marketplace into one real-time dashboard.This foundation now powers AI-driven budget allocation, audience automations, and rapid dayparting.
Challenge
Tinuiti’s growth was explosive scaling from 35 to 3,500+ clients - and their data systems couldn’t keep up.
They needed to process billions of rows across five marketplaces, update in near real-time, and automate optimizations inside two-minute dayparting windows.Any delay meant wasted spend.
We engineered a system that stayed accurate, fast, and stable - even when millions of dollars were being optimized every hour.
What we did
- Built multi-source ETL pipelines for all major marketplaces
- Created a unified BI warehouse for clean, consistent reporting
- Integrated Amazon Marketing Cloud (AMC) for deeper audience insights
- Developed automation engines for:
In short, we transformed fragmented reporting into a fully automated growth system.
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Result
Tinuiti’s campaigns now optimize themselves fast, accurate, and built for scale. With a stable real-time data layer and automation engine, Tinuiti scaled from 35 to 3,500+ brands without slowing down.
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Automations deployed across marketplaces to replace manual daily tasks.
Average improvement in operational efficiency after full data unification.
Custom rules, bidding strategies, and optimization workflows running in real time.

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