Summary
In this session, we'll explore how a small UI design firm (30 headcount) developed a data-driven DesignOps practice. I'll demonstrate how we use automation and robust data pipelines to excel in managing and delivering large volumes of work. This talk also shows how we transform Figma’s comment feature into a powerful tool that integrates seamlessly with Trello, enabling our team to achieve high efficiency and precision, and to track everything in real-time without the usual administrative and logistical challenges. Automation and Custom Tooling: We leverage automation to ensure every process, from capturing to moving work, is streamlined and efficient. This approach helps us tackle the scalability of thousands of work cards without overwhelming our team. Data-Driven with a Soul: This talk addresses concerns around micromanagement and surveillance, illustrating how our methods support consistent delivery (with 95% confidence) without sacrificing the human aspect of our work.
Key Insights
-
•
Frost Design Group achieved 95% accuracy in forecasting delivery dates using team performance data despite volatile project conditions.
-
•
They replaced traditional two-week sprints with a Kanban continuous delivery approach, better suiting their workflow.
-
•
Figma comment boxes were transformed into a tracking system with AI that automatically creates and categorizes work cards, reducing manual admin time drastically.
-
•
Monte Carlo simulations are used to forecast project delivery probabilities, enabling data-driven decision making and avoiding guesswork in estimations.
-
•
Tracking cycle time by production stage helps identify bottlenecks and informs resource allocation, improving workload balance.
-
•
Data-driven insights justified front-loading resources and demonstrated a 49% increase in delivery volume in one financial year segment.
-
•
They measure designer productivity by combining output and time data, avoiding both quantity over quality bias and purely hours-based assessment.
-
•
Interventions based on performance data helped junior designer Leia improve output by 364% year-over-year, leading to promotion and mentoring responsibilities.
-
•
Automations reduced unnecessary manual work by 2 hours daily for lead designer Dawn, showing the importance of streamlining non-design tasks.
-
•
Their design operations team expanded from one to three roles, separating responsibilities across work pipeline, team quality, and client commitments.
Notable Quotes
"We can forecast delivery dates despite shifting and volatile project conditions with 95% efficiency."
"Our file is a visual representation of our entire workflow and mirrors the structure of our board."
"Tracking and capturing the work can be a whole new work in itself. People will naturally abandon complicated process."
"We replaced the exhausting time estimation game with data-driven models that give us more reliable results."
"Spending more time doesn’t automatically make you productive, it just means you spent more time doing things."
"Data is supposed to be neutral. It’s the way one uses it that can bring good or bad outcomes."
"We use this data not to dehumanize, but to elevate each person’s uniqueness and fairly incentivize performance."
"Design is really a team sport. Everyone is responsible to keep the workspace up to date."
"Being design-driven is a means to an end. We aim to be 1% better every day with data-driven obsession."
"Our mission is to raise the overall value of design in the Philippines where it’s often seen as an expense item."
Or choose a question:
More Videos
"If you have to learn a workaround, you want to learn it once and reuse it again and again."
Sam ProulxOnline Shopping: Designing an Accessible Experience
June 7, 2023
"The system encourages growth not just in craft but also in client engagement and team collaboration."
Ignacio MartinezFair and Effective Designer Evaluation
September 25, 2024
"Using program dollars to hire freelancers helped me avoid difficult conversations with HR and finance early on."
Sarah Kinkade Mariana Ortiz-ReyesDesign Management Models in the Face of Transformation
June 8, 2022
"The Shakers’ principled approach to design was a precursor to Bauhaus’s form follows function and today’s user-centered values."
Daniel GloydWarming the User Experience: Lessons from America's first and most radical human-centered designers
May 9, 2024
"Structure beats free form interaction—systematic query frameworks are essential to avoid pitfalls."
Patrick BoehlerFishing for Real Needs: Reimagining Journalism Needs with AI
June 10, 2025
"Anyone can do a basic AI summary with zero control, but we offer robust, evidence-backed, scalable chat analysis."
Andy Barraclough Betsy NelsonFrom Costly Complexity to Efficient Insights: Why UX Teams Are Switching To Voxpopme
September 23, 2024
"Standard design research looks for pain points, not harms, and harms often cannot be identified in typical user research."
Alexandra SchmidtWhy Ethics Can't Save Tech
November 18, 2022
"In government, the motivation is reduction of misery: why are we up at 3 AM fixing something avoidable?"
Louis RosenfeldDiscussion: What Operations can teach DesignOps
November 6, 2017
"Every decision in a design system is like a puzzle piece; together they form a bigger picture that evolves over time."
Mitchell BernsteinOrganizing Chaos: How IBM is Defining Design Systems with Sketch for an Ever-Changing AI Landscape
September 29, 2021
Latest Books All books
Dig deeper with the Rosenbot
How can program or project managers support design ops activities when no dedicated ops role exists?
How does scaling impact the ways service performance is measured in large organizations like Autodesk?
What signs indicate an organization is ready to experiment with coordinated collaboration approaches?