Defining the roadmap for the next generation of AI-assisted cockpits
Turning user research and market insights into a strategic product roadmap
As Lead Product Designer, I supported an avionics supplier in redefining its competitive positioning by exploring how artificial intelligence could assist pilots in the cockpit. The challenge was to identify valuable use cases that balanced business opportunity, technical feasibility, and pilot desirability — in a post-pandemic market eager for innovation but constrained by certification and safety requirements.
My role was to lead the user research and co-creation process that shaped a new product roadmap and clarified where AI could bring genuine operational value.

Airbus A320 cockpit
Understanding the complexity of cockpit operations
Designing for pilots requires deep contextual understanding. We conducted extensive user research involving around twenty pilots from diverse cultural and operational backgrounds — American, Canadian, European, and Asian — to capture a wide range of practices, mindsets, and cockpit cultures.
Before starting interviews, I organized exploratory sessions with the client’s internal pilots to map the entire flight journey and highlight critical pain points. This preparatory work helped us craft a targeted interview guide and ensured that each session went beyond surface-level insights.
This combination of contextual research and technical immersion allowed us to grasp the subtleties of pilot decision-making, workload management, and collaboration in the cockpit.
One of the key challenges was communicating research insights to a client accustomed to technical problem-solving rather than user-centered thinking.

Screenshot #1 : Interview of a pilot: reviewing the journey of a flight

Extract from a restitution workshop with notes added by client
To bridge that gap, I designed interactive synthesis workshops where we collaboratively analyzed interview findings using Miro boards and persona templates. Instead of delivering static reports, I curated storytelling artifacts — including interview highlight videos — to bring pilots’ voices into the room.
This approach built empathy and helped stakeholders internalize user needs, shifting the conversation from “what can we build?” to “what problem are we solving?”
Co-designing AI value propositions
With the research foundations in place, I facilitated co-creation workshops that combined market intelligence, user insights, and business strategy.
Using the Value Proposition Canvas, we explored how AI could support pilots’ cognitive load, reduce repetitive tasks, and enhance situational awareness. The workshops balanced the perspectives of buyers (airlines and manufacturers) with end users (pilots), ensuring that the roadmap aligned both commercial and operational priorities.
The result was a set of clearly framed AI opportunities that respected aviation constraints while addressing unmet pilot needs.

Our hybrid interpretation of the value proposition to include customer intel and user research into solution definition
From insights to roadmap acceleration
By embedding the client throughout the research and co-design process — from framing objectives to defining personas and value propositions — we ensured alignment across all teams.
This shared understanding transformed insights into a clear and actionable roadmap, enabling the company to prioritize development streams and move confidently into early prototyping.
The approach not only accelerated decision-making but also reinforced the company’s position as a forward-thinking player in AI-driven avionics.
🌟 Impact
Through a user-centered and collaborative design process, this Flytwise project shows how an avionics supplier can approach innovation differently.
By connecting human insights to business strategy, we helped the client envision an AI assistant that truly supports pilot performance — and laid the foundation for a roadmap that bridges vision, viability, and feasibility.

Volta Medical
Structuring
a product team
Product Team
Volta Medical
Building product maturity through feedback culture, measurable goals, and Product Ops coaching

Volta Medical
Measuring usability
for an AI interface
Medical Device
Volta Medical
Designing and validating an AI interface to support electrophysiologists in high-stakes environments
France Travail
Alignment within a fragmented public organization

Suivi de Parcours
France Travail
Using design strategy to connect policy ambitions with field realities in the creation of France Travail

AI Predictions
FlytWise
AI Assistant
Thales Avionics
Turning user research and market insights into a strategic product roadmap

BlueSwarm
Autonomous drone
UI Command &Control
Blue Swarm
Thales Digital Solutions
Demonstrate how an operator can supervise an autonomous counter-drone defence system
Sleevi
Track fatigue
in real-time


Fatigue Monitoring App
Thales Digital Factory
Helping pilots understand and act on their fatigue — and increasing user retention by 40%

BetterFly
Review
helicopter emergency procedures
Betterfly
Thales Digital Factory
Testing the value of a web-based learning platform enabling helicopter pilots to review emergency procedures

Maintenance App
Improve tracking and repair of radio equipment
Maintenance App
Thales Communications
Help operator improve tracking of radio equipment
DEFINING THE ROADMAP
User research, design strategy
Defining the roadmap for the next generation of AI-assisted cockpits
Turning user research and market insights into a strategic product roadmap
As Lead Product Designer, I supported an avionics supplier in redefining its competitive positioning by exploring how artificial intelligence could assist pilots in the cockpit. The challenge was to identify valuable use cases that balanced business opportunity, technical feasibility, and pilot desirability — in a post-pandemic market eager for innovation but constrained by certification and safety requirements.
My role was to lead the user research and co-creation process that shaped a new product roadmap and clarified where AI could bring genuine operational value.

Airbus A320 cockpit
Understanding the complexity of cockpit operations
Designing for pilots requires deep contextual understanding. We conducted extensive user research involving around twenty pilots from diverse cultural and operational backgrounds — American, Canadian, European, and Asian — to capture a wide range of practices, mindsets, and cockpit cultures.
Before starting interviews, I organized exploratory sessions with the client’s internal pilots to map the entire flight journey and highlight critical pain points. This preparatory work helped us craft a targeted interview guide and ensured that each session went beyond surface-level insights.
This combination of contextual research and technical immersion allowed us to grasp the subtleties of pilot decision-making, workload management, and collaboration in the cockpit.
One of the key challenges was communicating research insights to a client accustomed to technical problem-solving rather than user-centered thinking.

Screenshot #1 : Interview of a pilot: reviewing the journey of a flight

Extract from a restitution workshop with notes added by client
To bridge that gap, I designed interactive synthesis workshops where we collaboratively analyzed interview findings using Miro boards and persona templates. Instead of delivering static reports, I curated storytelling artifacts — including interview highlight videos — to bring pilots’ voices into the room.
This approach built empathy and helped stakeholders internalize user needs, shifting the conversation from “what can we build?” to “what problem are we solving?”
Co-designing AI value propositions
With the research foundations in place, I facilitated co-creation workshops that combined market intelligence, user insights, and business strategy.
Using the Value Proposition Canvas, we explored how AI could support pilots’ cognitive load, reduce repetitive tasks, and enhance situational awareness. The workshops balanced the perspectives of buyers (airlines and manufacturers) with end users (pilots), ensuring that the roadmap aligned both commercial and operational priorities.
The result was a set of clearly framed AI opportunities that respected aviation constraints while addressing unmet pilot needs.

Our hybrid interpretation of the value proposition to include customer intel and user research into solution definition
From insights to roadmap acceleration
By embedding the client throughout the research and co-design process — from framing objectives to defining personas and value propositions — we ensured alignment across all teams.
This shared understanding transformed insights into a clear and actionable roadmap, enabling the company to prioritize development streams and move confidently into early prototyping.
The approach not only accelerated decision-making but also reinforced the company’s position as a forward-thinking player in AI-driven avionics.
🌟 Impact
Through a user-centered and collaborative design process, this Flytwise project shows how an avionics supplier can approach innovation differently.
By connecting human insights to business strategy, we helped the client envision an AI assistant that truly supports pilot performance — and laid the foundation for a roadmap that bridges vision, viability, and feasibility.

Volta Medical
Structuring a product team
Product Team
Volta Medical
Building product maturity through feedback culture, measurable goals, and Product Ops coaching

FlytWise
AI Predictions
AI Assistant
Thales Avionics
Turning user research and market insights into a strategic product roadmap

Volta Medical
Measuring usability
for an AI interface
Medical Device
Volta Medical
Designing and validating an AI interface to support electrophysiologists in high-stakes environments

BlueSwarm
Autonomous drone
UI Command &Control
Blue Swarm
Thales Digital Solutions
Demonstrate how an operator can supervise an autonomous counter-drone defence system
Sleevi
Track fatigue
in real-time

Fatigue Monitoring App
Thales Digital Factory
Helping pilots understand and act on their fatigue — and increasing user retention by 40%

BetterFly
Review
helicopter emergency procedures
Betterfly
Thales Digital Factory
Testing the value of a web-based learning platform enabling helicopter pilots to review emergency procedures

Maintenance App
Improve tracking and repair of radio equipment
Maintenance App
Thales Communications
Help operator improve tracking of radio equipment
France Travail
Alignment within a fragmented public organization

Suivi de Parcours
France Travail
Using design strategy to connect policy ambitions with field realities in the creation of France Travail
Home >
DEFINING THE ROADMAP
User research, design strategy

Airbus A320 cockpit
Designing for pilots requires deep contextual understanding. We conducted extensive user research involving around twenty pilots from diverse cultural and operational backgrounds — American, Canadian, European, and Asian — to capture a wide range of practices, mindsets, and cockpit cultures.
Before starting interviews, I organized exploratory sessions with the client’s internal pilots to map the entire flight journey and highlight critical pain points. This preparatory work helped us craft a targeted interview guide and ensured that each session went beyond surface-level insights.
This combination of contextual research and technical immersion allowed us to grasp the subtleties of pilot decision-making, workload management, and collaboration in the cockpit.
One of the key challenges was communicating research insights to a client accustomed to technical problem-solving rather than user-centered thinking.

Screenshot #1 : Interview of a pilot: reviewing the journey of a flight

Extract from a restitution workshop with notes added by client
To bridge that gap, I designed interactive synthesis workshops where we collaboratively analyzed interview findings using Miro boards and persona templates. Instead of delivering static reports, I curated storytelling artifacts — including interview highlight videos — to bring pilots’ voices into the room.
This approach built empathy and helped stakeholders internalize user needs, shifting the conversation from “what can we build?” to “what problem are we solving?”
With the research foundations in place, I facilitated co-creation workshops that combined market intelligence, user insights, and business strategy.
Using the Value Proposition Canvas, we explored how AI could support pilots’ cognitive load, reduce repetitive tasks, and enhance situational awareness. The workshops balanced the perspectives of buyers (airlines and manufacturers) with end users (pilots), ensuring that the roadmap aligned both commercial and operational priorities.
The result was a set of clearly framed AI opportunities that respected aviation constraints while addressing unmet pilot needs.

Our hybrid interpretation of the value proposition to include customer intel and user research into solution definition
By embedding the client throughout the research and co-design process — from framing objectives to defining personas and value propositions — we ensured alignment across all teams.
This shared understanding transformed insights into a clear and actionable roadmap, enabling the company to prioritize development streams and move confidently into early prototyping.
The approach not only accelerated decision-making but also reinforced the company’s position as a forward-thinking player in AI-driven avionics.
🌟 Impact
Through a user-centered and collaborative design process, this Flytwise project shows how an avionics supplier can approach innovation differently.
By connecting human insights to business strategy, we helped the client envision an AI assistant that truly supports pilot performance — and laid the foundation for a roadmap that bridges vision, viability, and feasibility.

Volta Medical
Structuring a product team
Product Team
Volta Medical
Building product maturity through feedback culture, measurable goals, and Product Ops coaching

Volta Medical
Measuring usability for an AI interface
Medical Device
Volta Medical
Designing and validating an AI interface to support electrophysiologists in high-stakes environments
France Travail
Alignment within a fragmented public organization

Suivi de Parcours
France Travail
Using design strategy to connect policy ambitions with field realities in the creation of France Travail


FlytWise
AI Predictions
AI Assistant
Thales Avionics
Turning user research and market insights into a strategic product roadmap

BlueSwarm
Autonomous drone
UI Command &Control
Blue Swarm
Thales Digital Solutions
Demonstrate how an operator can supervise an autonomous counter-drone defence system
Sleevi
Track fatigue
in real-time



Fatigue Monitoring App
Thales Digital Factory
Helping pilots understand and act on their fatigue — and increasing user retention by 40%

BetterFly
Review helicopter emergency procedures
Betterfly
Thales Digital Factory
Testing the value of a web-based learning platform enabling helicopter pilots to review emergency procedures

Maintenance App
Improve tracking and repair of radio equipment

Maintenance App
Thales Communications
Help operator improve tracking of radio equipment