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Couchbase · Pillar 02 · AI Operations

A design function, run on automation.

Four systems did the heavy lifting: an AI brief generator that turns any request into a designer-ready brief, an alignment concierge trained on every department's plan, an automated Jira workflow that reads feedback and routes it, and Canva as a self-serve toolbox.

Whole org
Self-serve, on-brand design without a designer
Minutes
Any request into a clear, designer-ready brief
Auto-routed
Feedback read and sent to the right owner
The problem
Requesters aren't designers.

The people who need design cannot always describe it in a way designers can act on. The PMM knows the business goal, not the visual language. The engineer has something technical to convey and no reference to hand over. The exec says make it pop. Every unclear ask routed through the design team just to be decoded first. That translation gap, not effort, was the real bottleneck.

01
Approach

Translate, then automate.

An AI brief generator translates the ask into something designers can act on, then a Jira workflow routes it to the right person automatically.

Ambiguous requestAI writes the briefAuto-created in JiraRouted to the right ownerApproved & notified
02
AI brief generator

A guided tool that draws out the real ask.

It works out what someone is actually trying to accomplish, then translates it into a clear, on-brand brief designers can act on.

brief-builderAI
PM
Make the launch thing pop. Like the last one but better.
AI
Got it. Two quick questions: who's the audience, and what should they do after seeing it?
PM
Prospects at the launch webinar. Book a demo.
AI
Here's your brief
Objective: Drive demo sign-ups at the launch webinar · Audience: Prospects, mid-funnel · Deliverable: Promo kit (social + email + slide) · Tone: Bold, confident · Due: Fri EOD
Ambiguous askGuided Q&AClear brief
AI Concierge interface surfacing weekly priorities with a company to marketing to your work alignment chain
03 · AI Concierge

Goals that ladder up.

Every department lead's plan is uploaded, and the model trains on all of it. Then anyone in the org can ask about goals, forecasts, and objectives in plain language. It surfaces the goals across the company that influence your job, or writes goals that ladder up to them.

04
Automated operations

Nothing sits waiting in an inbox.

The workflow reads an incoming request or piece of feedback, understands what it is about, opens the right Jira ticket, and notifies the right person automatically, so every hand-off is tracked.

FeedbackUnderstoodJira ticketRight owner notified
05
Canva self-serve

An approved toolbox anyone can use.

The brand guide, templates, styles, themes, and libraries all live in Canva. Anyone can build their own on-brand design from vetted elements, and when they are done it goes for approval automatically, taking routine requests off the design team entirely.

CB Brand Kit home in Canva showing brand templates
01Brand kit & guidelines
Searchable library of approved brand templates in Canva
02Approved template library
An on-brand Marketo email header template in Canva
03Templates, styles & themes
An on-brand event LinkedIn post built from a Canva template
04Build on-brand, self-serve
Request-approval panel routing a finished design to reviewers

Approval  ·  Auto-sent and logged

06
Outcome

Good work, made routine.

The system let a lean team produce at pace and freed the designers to spend their time on the work that mattered.

Briefs
Ambiguous → AI-drafted
Routing
Manual → auto in Jira
Design access
Design team → whole org
Approvals
Untracked → logged
Vendor churn
High → down ~80%