Selected Enterprise & Systems Archive

Designing software that honors human nervous systems and scales with operational clarity.

Thirteen years of ethnographic field research, an M.S. in Innovation & Entrepreneurship, and a track record of shaping high-stakes product architectures, AI transformation frameworks, and content design systems at Airbnb, Coursera, and more.

PRACTICE: Regenerative Systems Architecture FOCUS: AI Ops · Semantic Infrastructure · Non-Depleting Loops OPERATING: Sole Practitioner & Strategic Advisory
Tier 01 // Systems & Scale

Flagship Systems & AI Transformation

Large-scale operational infrastructures, AI-assisted content workflows, and global design system governance.

Airbnb 2023–2024

AI and Content Ops: Semantic Infrastructure

Architecting enterprise AI readiness across global help and support surfaces, replacing reactive fire drills with structured semantic infrastructure, durable governance, and human-in-the-loop oversight.

Semantic Infrastructure AI Governance Global Scale
Luxe Incentives 2023–2024

Business & AI Transformation: Executive Alignment

Leading executive alignment intensives and engineering an operational AI roadmap that streamlined proposal architecture while protecting high-touch client relationships.

Executive Strategy AI Enablement Somatic Alignment
“Her leadership in design thinking workshops has been transformative for our business operations, sales, and marketing strategies.” Jacque Busby · Chief Incentive Strategist, Luxe Incentives
Coursera 2021–2022

Content Design Operations: Enterprise Design System Infrastructure

2-year platform-wide component audit and competitive benchmark (Google, Apple, Microsoft, Atlassian, Intuit) codifying Coursera's official design system guidelines across Storybook and Confluence for 100+ designers and engineers.

Design Systems Storybook & Confluence Component Audit Competitive Benchmark
“She wrote the Content Design Guidelines that all Designers at Coursera use today. Her guidelines enable THEM to write consistently.” Geoff Schuller · Former Coursera Design System Lead
Tier 02 // Product Mechanics

High-Stakes UX & Product Flows

High-friction regulatory funnels, autonomic user trust, academic integrity, and sovereign self-resolution.

Coursera 2022

Academic Integrity & Trust Systems

Re-engineered adversarial anti-cheating flags into calm, educative pause architectures—de-escalating learner anxiety, safeguarding completion rates, and maintaining accredited partner standards.

Trust & Safety Autonomic De-escalation Behavioral UX
“Deiadora is meticulous and thoughtful in her designs and was a wonderful partner and sounding board to have as a frontend engineer. She helped us find clarity and consistency in a complex product space.” Joyce Lee · Software Engineer, Netflix (Coursera Cross-Product Partner)
Airbnb 2023

Content Design for Self-Serve Enablement: Sovereign Choice Architecture

Rewrote 400+ taxonomy labels across 61 locales and re-architected cancellation and alteration funnels into transparent, non-judgmental choice architectures—deflecting millions in support overhead through uncompromised financial visibility.

Sovereign Choice Architecture 61 Locales Taxonomy Financial Transparency Federated ML Search
Coursera 2021–2022

Global Degree Architecture: Multi-Tenant Admissions

Architected a canonical multi-page application framework balancing sovereign international university protocols with platform completion rates, coinciding with a live degrees marketing redesign that unified pre-application discovery.

Multi-Tenant Architecture International Admissions Modular Templates Conversion Dignity
“Deiadora has a deep understanding of UX principles and the content she writes feels one with the UI. She is very intentional with the user emotion that needs to be evoked and sets the voice and tone accordingly.” Rahul Kothari · Technical Product Designer, ServiceNow (Former Coursera Product Designer)
Tier 03 // Advisory & Architecture

Advisory, Mergers & Architecture

Institutional site consolidations, technical UX documentation, and digital advisory for sovereign businesses.

Coursera 2020–2022

Technical UX Writing: Transparent Loading States & Coursera Labs

Replaced ambiguous cloud workspace provisioning spinners with staged progress timelines (45s, 90s, 120s) and time-released microcopy—lifting learner satisfaction from 67% to 72% and establishing platform-wide loading standards.

Coursera Labs Transparent Loading States Cloud Workspaces Guided Projects
“Deiadora is one of those people that goes far and beyond her specific role to support a thriving team culture. She initiated many discussions on emotional intelligence at work and improving collaboration.” Emil Tabakov · Product, icanpreneur (Former Coursera Labs PM)
CSU Shiley Haynes Institute 2020

Healthcare Systems: E-Commerce Site Merger & Knowledge Architecture

Consolidated 2 disparate healthcare storefronts into a unified platform for 130+ courses, established 11 content models, vetted agency RFPs under CSU budget constraints, and trimmed ~$4K/month in ad waste.

Information Architecture 11 Content Models Healthcare E-Commerce Agency RFP Vetting
Welk Resorts 2019–2020

Hospitality Systems: Enterprise Content Migration & Multi-Vendor Governance

Organized, edited, and migrated 80+ pages and 1,500+ assets into Drupal 8 in 8 weeks across 2 dev partners, resolved 100+ QA bugs, and supported a launch that yielded $135M in Q1 2020 bookings.

Drupal 8 Migration 1,500+ Asset DAM Multi-Vendor QA $135M Bookings Launch
Tiffiney Graham 2023

Real Estate Systems: Digital & AI Operational Transformation

Engineered end-to-end sales funnels, CRM/AI integrations, and brand playbooks that propelled client to #1 real estate agent in Columbus (RealTrends 2024) and top 5 in Georgia.

AI Funnel Enablement #1 RealTrends Market Proof CRM / CMS Automation Operational Autonomy
“Working with D was amazing and stress free. She organized thoroughly, kept us on track, and stuck with the project through the end. One of my best business experiences in 20 years.” Tiffiney Graham · Realtor, Keller Williams
Peer Review & Executive Endorsements

What Leadership & Engineering Colleagues Say

“Few people are more passionate about advocating for Content Design as Deiadora is. She has a customer-obsessed focus that drives her to always put the user first and advocate for systemic clarity.”

Kyle LeBlanc VP of Design, Teradata (Former Manager, Coursera)

“Deiadora is an immensely talented content designer whose attention to detail is truly remarkable. She clearly has a passion for her craft and is an incredible and brave leader.”

Clint Tham Information Architect

“Deiadora can boost your product's voice, establish principles for user-centered writing, and guide your design team to set up process and operations, follow best practices, and understand styles.”

Bobbie Wood Founder, UX Content Collective