← Back to all projects

automation

Embedded AI Builder Engagement

Embedded AI Builder Engagement

Embedded AI Builder Engagement

AMR Agency — sports management/marketing (contact: Aaron Reily)

A founder-led sports agency's research, content and reporting demands had outgrown what a 2-3 person team could handle by hand.

A founder-led sports agency's research, content and reporting demands had outgrown what a 2-3 person team could handle by hand.

PROJECT ARCHITECTURE

Operational flow at a glance

Operational flow at a glance

Completed

01 — INPUT

A founder-led sports agency's research, content and reporting demands had outgrown what a 2-3 person team could handle by hand.

02 — SYSTEM

6-step audit maps how the team actually works • Highest-leverage automation targets identified • Agents shipped across research/content/reporting • Team trained & documented on the result

03 — DELIVERY

6-stage audit process: kickoff, shadow research/content, shadow strategy/reporting, map tool stack, score & rank opportunities, findings walkthrough • Roadmap covering research briefs, content pipelines, monthly reports and a unified client view

CAPABILITY STACK

AI Agent Development • Workflow Mapping • Embedded AI Consulting

HOW IT WORKS

6-step audit maps how the team actually works • Highest-leverage automation targets identified • Agents shipped across research/content/reporting • Team trained & documented on the result

WHAT WE BUILT

6-stage audit process: kickoff, shadow research/content, shadow strategy/reporting, map tool stack, score & rank opportunities, findings walkthrough • Roadmap covering research briefs, content pipelines, monthly reports and a unified client view

CAPABILITIES

AI Agent Development • Workflow Mapping • Embedded AI Consulting