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product split — Bitsight VRM and TMH
Case Study · UX Research & Strategy

The research that split a product in two

User Research Personas Information Architecture Affinity Diagramming
Timeline 2022-2024
My Role Senior Product Designer working across IA strategy, research and platform redesign
Deliverables User personas, information architecture, and product redesign for VRM, the customer-facing side of the platform

ThirdPartyTrust served two completely different user types in one shared UI, and neither felt like it fit. I was part of the research that drove the decision to split it into two dedicated products, Bitsight VRM and TMH, then led the navigation and user flow redesign for VRM, the customer-facing side, working closely with the TMH team on the vendor side.

2
Separate products born from one shared UI — VRM and TMH
10+
Flows redesigned after the product split — 3 shown in detail below
3
Research methods — interviews, affinity diagramming, usability studies
−60%
Support tickets on onboarding and core tasks, after the Pendo guides and clearer empty states shipped

A platform built without a design team

When I joined ThirdPartyTrust, a third-party risk management (TPRM) platform, the UI had been designed entirely by engineers. There was no UX team, no research infrastructure, and no clear picture of who was actually using the product. Two completely different user types, customers (companies managing vendor risk) and vendors (companies being assessed), were navigating the same interface, with the same navigation, even though their goals had almost nothing in common.

The signal was already there. A high volume of support tickets, no support for free subscriptions, no way to tell a usability problem from a missing feature. My job was to build the process to read that signal, and then act on it.

After Bitsight acquired ThirdPartyTrust in Q3 2021, the product split into two teams: VRM (Vendor Risk Management, the customer-facing side) and TMH (Trust Management Hub, the vendor-facing side). I landed exclusively on the VRM team, but kept working closely with TMH, since I already carried the product context from ThirdPartyTrust.

Two users. One navigation. Zero clarity.

The platform's core problem wasn't any single broken feature. It was structural. Customers and vendors were forced to share the same mental model of the product, even though they were there for completely different reasons.

  • Navigation confusion. The top bar and left sidebar served both user types at once. Customers looking for their vendor list and vendors looking for their pending assessments landed in the same place, with no clear path forward.
  • No system feedback. Users couldn't tell if an action had succeeded. No confirmation after sending a questionnaire. Empty screens with no guidance on what to do next.
  • Invisible users. Users without a subscription had no support channel. Their frustration generated support tickets through indirect channels, but without research, there was no way to distinguish a usability problem from a missing or poorly designed feature.

Understanding two different worlds

The research goal was exploratory. I wanted to understand how each user type thought about their work, what they needed from the platform, and where the experience was breaking down. I used three methods, each chosen for a specific purpose.

  • User interviews. To understand motivations, mental models, and day-to-day workflows. We talked to subscribed and unsubscribed users on both sides, customers and vendors. The goal was to hear how they described their own work before asking how the product fit into it.
  • Affinity diagramming. To synthesize observations from all participants and surface shared themes. We ran sessions that became a shared understanding across the product team. It later served as a reference for the VRM and TMH products, which were built from that same research.
  • Usability studies. To validate the new IA after the product split decision was made. Testing whether users could navigate the new structure before committing to building it.

The research team

This wasn't something I did alone. We worked with 2 product designers, 2 product managers, and 5 customer success teammates to plan and run the interviews. Customer success in particular gave us direct access to users, since they were already talking to them every day. Subscribed users were the primary signal; unsubscribed users showed us where the experience was silently failing.

Affinity diagram — User research findings

Affinity diagram and Journey map — User research findings

Two personas emerged

Out of the interviews and the affinity diagramming sessions, two personas emerged, one per side of the platform. They became the shared reference point for design decisions on both the VRM and TMH teams, proof that customers and vendors needed genuinely different products, not just different views of the same one.

User personas — Sarah Chen and Tiago Ferreira

Sarah Chen and Tiago Ferreira — the customer-side and vendor-side personas that came out of this research.

What the affinity diagram surfaced

After clustering observations across all participants, five themes emerged consistently. Each one became a design principle for the new IA.

  • Time. Users needed to jump between the Requirements tab, Data, and External Questionnaires just to review what a single vendor had submitted. Workflows had to be linear and fast, with no dead ends or unnecessary steps.
  • Customization. Neither user type felt the platform was built for their context. Customers needed control over how their assessments were set up, like custom questionnaires; vendors needed control over their profile. Customization had to be a first-class concept.
  • Collaboration. Both sides described their work as inherently cross-functional. Customers coordinated with internal security teams; vendors coordinated across legal, engineering, and finance. Contacts, roles, and delegation needed to be core objects in the navigation.
  • Automation. Manual repetitive work was the biggest source of frustration on both sides: chasing vendors, tracking progress in spreadsheets, re-sending the same documents. Automation touchpoints needed to be integrated into primary flows, not optional add-ons.
  • Navigation. Users didn't have clear workflows: a customer looking for their vendor list and a vendor looking for their active assessments shared sections. The platform lacked a conceptual model that matched how each user thought about their work, which is why the IA needed to be rebuilt around each user type.

A product that finally talks back

The "No system feedback" problem identified early on (section 02) had a simple root cause. There was no shared vocabulary for how the product talked back to users. Before any of the structural redesign work began, the very first patch shipped on ThirdPartyTrust was smaller, setting up Pendo guides for user onboarding. Those guides carried over when the platform moved to Bitsight and are still in use today.

Before — ThirdPartyTrust

The platform didn't confirm whether a questionnaire had been submitted, empty states had no guidance on what to do next, and errors were reported without clarity. Users landed on the platform and didn't know what to do without reaching out for technical support.

After — Bitsight DS feedback patterns

Every screen accounts for the same four states: empty, loading, success, and error. Actions confirm whether they succeeded or not. Empty states point to the next step instead of leaving a blank screen.

Feedback patterns, standardized

Bitsight DS already had a complete feedback pattern library. That wasn't the problem, the problem was inconsistent use. The solution was to build a checklist to confirm every new feature met those standards.

Empty states guide users on what to do before there's any data, instead of showing a blank screen. Loading and progress states confirm an action is in motion. Success confirmations give a clear signal when something completes, like sending a questionnaire. Inline errors surface next to the field or action that caused them.

Feedback patterns checklist

The four-state checklist, kept close at hand on every project since.

The empty states were really helpful — they made it clear what to do to complete the task.
PURE usability test participant On the redesigned empty states

Objects first, not features

The research revealed something deeper than a usability problem. Customers and vendors weren't just different personas. They were operating with fundamentally different conceptual objects. Merging them in the same navigation was the root cause of the confusion. The IA decision followed directly from that. Split the products, one for customers and one for vendors.

Core objects — Customers and Vendors

Core objects — Customers and Vendors

Before & after

ThirdPartyTrust used a dual navigation, a top bar for primary sections and a left sidebar for settings. The redesign moved to a single left sidebar per product, each organized around its own object model.

Before — ThirdPartyTrust

Top navigation bar + left sidebar. Both user types shared the same primary navigation. While they could access the same sections, a quick fix before the acquisition was to show and hide sections depending on user type.

After — Bitsight VRM + TMH

Two separate products. Each with a single left sidebar organized around its own core objects. Customers navigate Vendors, Assessments, and Findings. Vendors navigate Profile and Requests.

before and after information architecture diagrams

New information architecture — Before and After

In the original interface, opening a vendor meant launching a full-screen dialog with its own internal tab bar (Tiering, Requirements, Data, and several more), besides being a misuse of the pattern itself, there was no URL-level "you are here." The redesign folded Vendor Profile into a single, unified left sidebar as a real section, each tab got its own URL: Overview, Tiering, Requirements, and the rest each became genuine nav destinations with persistent context, instead of tabs trapped inside a modal.

Navigation and vendor profile — Before and After

Vendor Profile moves from a full-screen dialog to a nested section inside a unified sidebar.

Two things brought support ticket volume down: splitting the UI into two products meant customers and vendors were each looking at a navigation built around their own objects instead of someone else's, and the feedback patterns from the previous section meant that once they were there, the system actually told them what was happening instead of leaving them to guess.

The same object pattern, reused twice

Once the products split, I was in charge of redesigning the navigation for 10+ workflows within VRM. I chose Security Profile and Requirements as examples because of their importance and the relationship between the two products, which required cross-team collaboration.

The two pages answer different questions. Security Profile shows everything a vendor has shared, published once to their Trust Management Hub profile and often not required by the customer. Requirements shows the specific checklist of artifacts a customer's risk program actually requires from that vendor.

Security Profile — what a vendor has shared

On ThirdPartyTrust, a vendor's shared documentation didn't even live in one place for the reviewer. It was split across two separate sections, Assurance Program and Questionnaires, each with its own navigation and its own UI pattern. Cards for Questionnaires and Certifications, tables for Insurance and Audits/Assessments, nothing looked consistent. The redesign merged both into a single Security Program section and collapsed all four object types into one card grid. The information got easier to scan for two reasons at once: it stopped pretending to be four different things, and it stopped being split across two pages.

Security Profile — Before and After

Security Profile — four inconsistent card/table patterns become one unified card grid, one card per shared artifact, using the same chip style to flag severity or mark an item as required.

Security Profile — the redesign in action

It will be just much easier for us and the suppliers to have everything in one place.
VRM customer On the redesigned Security Profile

Requirements — reviewer's view

The Requirements page had a serious problem. It lived inside a giant modal packed with tabs (Tiering, Data, External Questionnaires, and others), and the tab itself was read-only. It could only tell a reviewer what was required, not let them act on it. To actually review a questionnaire response or a piece of documentation, the reviewer had to leave the tab entirely, jump over to Data or External Questionnaires, do the review there, and come back, repeating that trip for every artifact in every requirement.

The redesign made Requirements fully actionable. Documentation opens inline in a side sheet, without leaving the page. Questionnaires open in their own dedicated page instead, since their size doesn't work in a sheet, but reviewers get there directly from the requirement rather than hunting through Data or External Questionnaires first. Either way, review starts from the requirement itself, not from a separate tab. The accordion, the summary, and the per-artifact status all add to the simplicity of completing the task.

Requirements page — Before and After

Requirements — from a read-only tab that sent reviewers back and forth to Data and External Questionnaires, to a fully actionable view with direct questionnaire access and inline document sheets.

Requirements — the redesign in action

It's just much more efficient for us than reviewing requirements in one tool and the questionnaire responses in another, and having to make notes on the side to connect the two.
VRM customer On the redesigned Requirements review
Bonus · Hackathon Project

From questionnaire review to AI-powered SOC2 analysis

During this project, I joined an internal hackathon exploring generative AI within the Bitsight product. Manually reviewing a SOC2 Type II report could take hours, so we prototyped an agent that reads the report, extracts what matters, and summarizes it into actionable insights on its own. The real design problem wasn't the extraction, it was trust. Reviewers needed to see what the agent found, where in the report it came from, and how confident the system was, without redoing the analysis themselves to check its work. The prototype was compelling enough to become a real product, Instant Insights, inside the Vendor Risk Management application. Manual review dropped from hours to minutes.

Instant Insights hackathon demo

What this project taught me

Customer success teammates helped recruit and run our research sessions, but I mostly brought them in to execute, not to shape the questions. They talked to these users every day. Next time, I'd loop them in from the start, because I think we would have caught some of these insights faster.

One of the most valuable moments of this project was the cross-team affinity session. Building the diagram together, instead of just handing off a report, is what turned research into a shared foundation everyone could point to. Those insights became the ground we built every new screen on, and having that clear a foundation from the start made the rest of the design work so much easier. Next time I'd run this kind of session earlier in the process, not only at the end.

On ThirdPartyTrust, we'd already identified these pain points with the product team and started pushing for IA changes, but a backlog full of other priorities kept them from becoming real. Despite a few quick fixes we managed to ship, I felt some frustration watching a solution we knew was necessary go unlaunched. But the acquisition was already moving in the background. Once the integration with Bitsight opened the door for a full redesign, most of the research was already done, we just had to redesign and test the new flows.