See all works
0→1 Product Design Leadership Design System AI Interaction Enterprise UX

Turning scattered enterprise data into one connected intelligence platform

I led UX/UI for Genie at TSC.ai, taking it from a product concept to a platform used by Fortune 500 teams: 8 feature areas, one design system and an AI co-pilot.

My Role

Lead UX/UI Designer

Company

TSC.ai

Year

2023 Present

Type

0 → 1 product design

Scope

Architecture to shipped product

Genie Insights Geo Map showing sentiment by country with a country detail panel

Insights › Geo Map: sentiment by country, with market details, stakeholders and past engagement in one panel

At a glance

Problem

Teams tracked media, stakeholders and engagement in separate tools, so insight never connected.

My role

Lead UX/UI designer, end to end: research, IA, design system, every feature area and the AI interaction model.

Outcome

One platform where daily monitoring also produces disclosure-ready reporting.

8

Major feature areas designed from scratch

1M+

Stakeholders in the platform database

30+

Global markets covered

3+ yrs

End-to-end design ownership

Drowning in information, starving for intelligence

Government affairs, comms and sustainability teams track regulators, NGOs and media across dozens of markets. Their tools held the data but never connected it.

Before Genie

  • Media monitoring tools with high noise, low signal
  • Stakeholder records in spreadsheets or sales CRMs
  • ESG reports compiled manually twice a year
  • NGO network research outsourced to consultants
  • AI analysis in a separate tool, insights lost between sessions

With Genie

  • Continuous issue monitoring filtered for relevance
  • Centralised stakeholder profiles with engagement history
  • Disclosure-ready reporting from the same daily workflow
  • Visual NGO network maps built and maintained in-platform
  • Ask Genie AI insights saved and traceable on the profile

Three users, three ways of working

I didn't design for a generic "enterprise user". Each role needed a different entry point into the same data.

The Signal Analyst

Scans high volumes of coverage quickly and turns it into briefings.

My FeedIssuesAsk Genie

The Engagement Manager

Keeps context on hundreds of stakeholders and prepares for meetings.

ProfilesNotesTouchpoints

The Strategy Lead

Needs the landscape: how issues and influence move across regions.

Geo MapDashboardsNetworks

Every decision was tested against one question: does this help users build an ongoing picture, or does it produce a snapshot that goes stale?

Make issues the thread that connects everything

My biggest decision wasn't a screen. It was making issues (the topics and risks a team tracks) the organising principle, instead of stakeholders or media.

  • Mapped real information flows with analysts and engagement managers before designing anything.
  • Designed navigation before features, so the left nav stays a stable anchor across every area.
  • Built GENIE DS alongside the features, not after, so it reflects real usage.
  • Put Ask Genie inside every workflow (profile, feed, dashboard, canvas) instead of on a separate page.

Product tour

Filter by area, then click any screen to view it full size. Use ← → or swipe to browse.

Key workflows

How the features connect in practice. These are three journeys I designed end to end.

From a signal to an action

Goal: respond to a sentiment shift in a market

  1. Spot the shift

    Geo Map flags negative sentiment in a country

  2. Drill into the market

    Trend, objectives and the most relevant stakeholders

  3. Open the profile

    Key points, issues and engagement history

  4. Log the response

    A touchpoint linked to the issue, project and country

  5. Track coverage

    The dashboard shows activity by issue and geography

Result: monitoring and engagement run in one loop, with no exporting between a media tool and a CRM.

Meeting prep in minutes

Goal: brief an executive before a stakeholder meeting

  1. Find the stakeholder

    Search ~1M profiles by name or topic

  2. Scan the profile

    Skim mode up top, deep-dive tabs below

  3. AI

    Generate a Power Brief

    One click asks Genie why this stakeholder matters

  4. Review cited analysis

    Risks, opportunities and talking points, each with a source

  5. Save to notes

    The next teammate starts with the context

Result: prep that used to take hours of manual research becomes a cited brief in under a minute.

Plan and track an engagement programme

Goal: run a multi-month plan and report progress

  1. Create a project

    Folders plus touchpoint and stakeholder targets

  2. Map the influence

    Build the stakeholder network on the canvas

  3. Log touchpoints

    Meetings, releases and calls count toward targets

  4. Measure

    Dashboards track progress, mentions and trends

Result: leaders see progress against targets without asking for a status report.

Impact: one client example

A natural resources company runs ESG intelligence across 10+ countries in 4 languages on Genie. The same daily workflow now produces Section 172, CSRD and GRI-ready reporting.

Daily

Issue monitoring (was periodic)

Live

NGO mapping (was annual consultancy)

On-demand

Disclosure reporting (was twice-yearly manual)

"What began as a centralised ESG intelligence platform has become the operational backbone for the global sustainable development function."

What I learned

  • Information architecture is product strategy. Choosing issues as the backbone decided what Genie could do.
  • Build the design system with the features. GENIE DS stayed grounded in real usage.
  • The value is in the connections. Designing the flows between features mattered more than any single screen.
Full-platform product design Information architecture GENIE design system AI interaction design Enterprise UX research Cross-functional leadership 0 → 1 product ownership