Event · Lessons learned

Vertical Forum: Autos

Retro — what worked, what didn't, what we'll do differently.

AI patterns detected

Surfaced from this event's data and historical signals across the portfolio.

Budget held within 57% of approved. Spend to date $180K against approved $420K.
Producer discipline trending above portfolio median for Vertical Forum template.
Budget pattern
Brand consistency landed at 87% — exceeded portfolio average.
Stage renders, signage, and generated assets all stayed inside the Amazon Ads brand kit guardrails.
Brand pattern

Worked

What worked

2 lessons captured

Site visit early in May caught the load-in window concern — averted a Day-1 issue.
Maria Lopez · Production
process
Stage architecture renders V2 landed before client review — fewer revisions.
Jordan Park · Creative
process

Didn't

What didn't

2 lessons captured

Vendor Net-60 attempt — caught only because the AI flagged anomalies.
Alex Schwab · Producer
vendor
Translation booth was a Hakuhodo lift; not in our LA venue library yet.
Maria Lopez · Production
process

Next time

What we'll do

3 lessons captured

Add a Net-30 default to vendor templates so this never happens again.
Alex Schwab · Producer
vendor
Document translation booth sourcing as a pattern for non-Tokyo venues.
Maria Lopez · Production
process
Push BoM lock 48h earlier so Day-1 reads cleaner.
Jordan Park · Creative
process

Add a lesson

Capture something that worked, broke, or should change. Lessons feed future template defaults and AI suggestions.

Captured lessons are tagged and surface back when a similar event, vendor, or budget shape appears in the portfolio. The AI flags; producers decide.