Generate a professional business email that communicates the message clearly and confidently. The tone should feel human, thoughtful, and well-structured—never robotic or overly formal.

What happened?

RECIPIENT

SUBJECT

CONTEXT

TONE

Generate Draft

Persuasive

Team Leads...

Project Scope...

Concise

Friendly

Professional

User Research

We spoke with business users who write emails daily.

Insight

Users don’t want better writing—they want faster judgment with control

Key findings

Users struggle to translate intent into prompts

Tone mismatches cause excessive editing

Long AI outputs reduce confidence and slow sending

User Snapshot

Busy professionals writing high-stakes emails under time pressure who value clarity, tone accuracy, and confidence before sending.

Product Bet

If intent and tone are defined before generation, AI output becomes clearer, shorter, and easier to trust.

Outcome

Users spend less time editing, feel more confident sending emails, and treat Cloud as a thinking aid.

Solution

Cloud was designed as a structured writing system, not a chat interface.

The mission

Pipeline Risk Analyst is an AI-powered agent that monitors GitLab CI/CD pipelines and merge requests in real time, automatically performs a multi-dimensional analysis using Claude (Anthropic), and posts a structured, actionable report as an MR comment — all without requiring human intervention.

Problem

Modern engineering teams merge dozens of branches per day. When a pipeline fails or a PR is opened at off-hours, developers face three compounding problems:

AI-powered CI/CD intelligence agent — powered by Claude, deployed on Google Cloud Run, native to GitLab.

Timeline

Product Design

Brand Identity

Team

2 Product Designers

Role

Lead Designer

Skills

Product Design

User Research

Prototyping

"A junior developer opens a PR at 11pm. By morning, they have a full code review, root cause analysis on the failed pipeline, and a concrete suggested fix — without waking up a senior engineer."

Delayed feedback

Context switching

Incomplete reviews