-
-
Mockup :AI-enhanced add-on with design scoring, automated suggestions,
-
Advanced feedback management with AI suggestions, priority indicators, version control, and smart filtering.
-
Enhanced review platform with real-time collaboration, contextual feedback on design elements, priority selection, categorization,
-
Comprehensive analytics showing project performance, engagement metrics, completion rates,
-
Enterprise-grade integration hub connecting with popular tools like Slack, Jira, Figma, and project management platforms
Inspiration
Design teams constantly struggle with fragmented feedback. Traditional reviews happen over scattered emails, Slack threads, or static comments—making it hard to consolidate, act, or trace how input led to final designs. We wanted a truly collaborative, real-time design feedback ecosystem—one that plugs natively into Adobe Express and lets anyone (even outside the organization) participate, track, and iterate, all while empowering creators with AI insights and robust integrations.
What it does
Streamline how teams review and approve designs in tools like Adobe Express — by collecting, organizing, and responding to stakeholder feedback all in one place, right inside your creative workflow. with AI enhancements ,version histories and analytical dashboard
How we built it
Adobe Express Add-on: Built in React 18, TypeScript, Adobe Spectrum Web Components. Backend API: Node.js + Express, typed with TypeScript, PostgreSQL for core data, Redis for caching, Bull for job queues. Real-Time System: Socket.io powers live feedback, notifications, and reviewer activity indicators. Web Review Platform: Next.js 13 (React 18), Tailwind CSS, secured yet public-facing. AI Integration: OpenAI GPT-4 Vision for automated screen and feedback analysis; prompts engineered for actionable UX suggestions. Infrastructure: Docker Compose for local dev; AWS ECS, RDS, S3, CloudFront, and Terraform for scalable production deployment. DevOps: CI/CD via GitHub Actions, infrastructure as code, Cypress tests, and full monitoring with Sentry/DataDog hooks. Security: OAuth2 for Adobe authentication, JWT for API, strict rate limiting and GDPR data privacy.
Challenges we ran into
Sandbox to UI Communication: Adobe add-on security makes bridging the document sandbox and add-on UI tricky; implemented robust apiProxy patterns and rigorous permission handling. Real-time Performance at Scale: Balancing Socket.io event delivery with resource limits (particularly for high-volume, simultaneous reviews).
Accomplishments that we're proud of
Fully native Adobe Express workflow—no tab switching for creation, review, or application of feedback.
What we learned
The Adobe Express SDK ecosystem is powerful but demands architectural discipline—sandbox security and UI integration are non-trivial! User-centric feedback design (ease of use and clarity for reviewers, actionable/focused for designers) drives adoption.
What's next for FeedbackLoop
AI enhancement Deeper Integrations: Figma, Sketch, Teams, and more PM/CRM systems. Collaborative Editing: Multiple reviewers/designers editing and discussing live. Automated Feedback Routing: AI analysis to smartly assign or escalate feedback (e.g., to leads/experts, auto-create tickets).
Log in or sign up for Devpost to join the conversation.