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SaaS · 2025

Ecom Circles

Operator copilots embedded across the suite used by 3,000+ ecommerce sellers worldwide.

CLIENT
E-commerce platform
YEAR
2025
SECTOR
SaaS
WHAT WE DID
LLM Apps, AI Agents, MLOps
E
SaaS · AI copilot suite
Ecom Circles
3,000+
Sellers using copilots
3→1
Vendors consolidated
6 mo
To full rollout
THE CHALLENGE

A suite used by 3,000+ sellers needed copilots embedded across every module, consistent, evaluated, and safe at scale.

OUR APPROACH

We replaced a rules-engine team and three vendors with one accountable AI team, shipping operator copilots across the suite behind a shared eval harness.

THE OUTCOME

Copilots reached 3,000+ sellers worldwide and the product roadmap finally moved at customer speed.

TECH STACK
GPT-4oLangChainpgvectorTypeScriptAWS
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30 minutes, one of our seniors, no slide deck. By the end of the call you'll know whether we're the right team, and if not, who is.

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On the first call. Always.
4 h
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