InsureVision AI

InsurTech B2B SaaS

InsureVision AI Turning driving behaviour into actionable risk intelligence


InsureVision AI Turning driving behaviour into actionable risk intelligence

InsureVision AI is a London-based InsurTech B2B SaaS company using computer vision and machine learning to transform fleet risk analytics. The company has secured venture backing and was recognised by CB Insights as a global InsurTech 50.

As Product Designer, I built the mobile and web platforms from 01, establishing the product experience and scalable design system for a data-heavy AI platform.

I led the end-to-end UX process, translating complex machine learning outputs into clear, decision-ready workflows for insurers and fleet operators, in close collaboration with product, data, and engineering teams.

Role: Product Designer
Contribution: 01 Product, Design System, Product strategy, AI Experience, Risk Visualisation
Timeline: 3 months

Problem

The team had several ideas but no shared understanding of the users or product direction, and we were starting from zero. As the sole designer, I needed to create clarity and drive the design process.

Solution

I ran UX workshops to align the team, then created wireframes, prototypes, and a 01 design system to build a clear direction.

Through usability testing and iterations, I improved the experience based on real user feedback.

UX workshop
To address this, I planned and facilitated a collaborative workshop to define the product focus and ensure cross-functional alignment.
Workshop goals: Align on a unified vision, define the MVP scope, and prioritize key features
Methods used: Whiteboarding sessions, use case mapping, and competitive analysis
Outcome: A shared understanding of the user journey and a clearly prioritized feature roadmap

📝
Predict High - Cost Claims

Identify the drivers and patterns tied to severe claims not just minor infractions.

💲
Coach the Right Drivers

The 3% of drivers who represent 30% of your claim risk stop reviewing everyone else.

🔐
Defend Against Nuclear Verdicts

See the risk patterns before they become evidence against you in court.


Reduce Loss Runs

Build a data-backed safety story that gives underwriters confidence at renewal.

Design goal: What does Fleetvision aim to deliver?

Design goal: What does Fleetvision aim to deliver?

📝
Predict High - Cost Claims

Identify the drivers and patterns tied to severe claims not just minor infractions.


Reduce Loss Runs

Build a data-backed safety story that gives underwriters confidence at renewal.

💲
Coach the Right Drivers

The 3% of drivers who represent 30% of your claim risk stop reviewing everyone else.

🔐
Defend Against Nuclear Verdicts

See the risk patterns before they become evidence against you in court.

📝
Predict High - Cost Claims

Identify the drivers and patterns tied to severe claims not just minor infractions.


Reduce Loss Runs

Build a data-backed safety story that gives underwriters confidence at renewal.

💲
Coach the Right Drivers

The 3% of drivers who represent 30% of your claim risk stop reviewing everyone else.

🔐
Defend Against Nuclear Verdicts

See the risk patterns before they become evidence against you in court.

See FleetVision in Action

See FleetVision in Action

From Dashcam Footage to Claim Risk Intelligence

Driver Profile

Drive profile allows users to track a driver's behavior and event history and review related videos.

Driver Profile

Drive profile allows users to track a driver's behavior and event history and review related videos.

Driver performance

From the overview, the fleet manager can track drivers in the fleet, and drivers' profiles provide more detailed information.

Event

The Event section is essential for both fleet managers and insurance users, helping them track incidents more efficiently and take quick action based on event priority.

Risk Analysis

Risk analysis identified key risks and improvement opportunities, helping fleet managers understand future data trends.

Usability Testing

Before handing off the design deliverables to the dev team, we performed more than 10 usability tests to validate our design decision.

Mobile design

Mobile design

After launching the platform, the team expanded to the mobile experience for drivers. The mobile app allows drivers to request and upload videos from their devices, capturing footage from cameras. Together, the platform and mobile app create a complete end-to-end insurance journey.

Impact - signals of success

The platform and mobile application were successfully launched. FleetVision turns it up to generate more video, then scans it automatically for risk, and delivers insights before the claim happens.

2, 850

Drivers studied over 3 months
and reviewed by Johns Hopkins University

3 X

More accurate at predicting claims
than traditional telematics

10-20%

Premium reductions negotiated
by data-backed fleets

Impact - signals of success

Impact - signals of success

The platform and mobile application were successfully launched. FleetVision turns it up to generate more video, then scans it automatically for risk, and delivers insights before the claim happens.

2, 850

2, 850

Drivers studied over 3 months
and reviewed by Johns Hopkins University

3 X

3 X

More accurate at predicting claims
than traditional telematics

10-20%

10-20%

Premium reductions negotiated
by data-backed fleets

@ 2026 - Huiying Zhou

Next Project

@ 2026 - Huiying Zhou

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