Gig Marketplace Platform

Operational Intelligence Dashboard for Gig Workforce Management

Role: Lead UX Designer
Timeline: 6 Months
The Deliverable: A real-time, geospatial compliance and workforce management dashboard.

Executive Summary

The Challenge:

While GigCX provided tools for hiring gig workers, clients lacked actionable, real-time data to monitor productivity, enforce location-based contracts, or anticipate sudden staffing demands. This resulted in compliance breaches, delayed campaigns, and HR teams wasting up to 3 hours daily manually auditing fragmented worker logs.

The Solution:

I led the design of a unified, real-time Operational Intelligence Dashboard. By shifting the platform from reactive log-checking to proactive, geospatial issue resolution, we transformed how clients manage decentralized workforce.

The Impact:

63%

faster issue resolution

(HR response times dropped from 2.1 hours to 49 minutes)

38%

reduction in geographic contract violations

within 3 months

72%

increase in worker-reported tech issues

due to the introduction of an anonymous, low-bandwidth reporting UI.

63% faster issue resolution (HR response times dropped from 2.1 hours to 49 minutes).
38% reduction in geographic contract violations within 3 months.
72% increase in worker-reported tech issues due to the introduction of an anonymous, low-bandwidth reporting UI.

Discovery & System Mapping

To define the architecture of the dashboard, I needed to understand the failure points of the current system. I analyzed 6 months of historical worker logs (10,000+ entries) and facilitated workshops with 15 cross-functional stakeholders.

System Failure Patterns Identified:

35% of campaign delays were directly linked to internet speed drops on the worker’s end.
20% of workers unintentionally violated location clauses due to a lack of geographic enforcement tools.
Data Silos: Critical operational issues were buried in chat logs, emails, and disconnected databases.

I mapped the existing worker hiring and monitoring workflows using FigJam, clustering 58 distinct pain points into core themes. Using a MoSCoW matrix, I aligned executives, HR managers, and operations leads on a unified product requirements document.

User Needs

The Asymmetry of the Workforce

Designing a two-sided marketplace requires balancing asymmetrical needs. What provides control for an executive can create friction for a worker.

The Client View (Control & Forecasting)

Operations Leads needed macro-level geographic insights to allocate resources.
HR Managers needed real-time alerts to resolve idle workers and compliance breaches immediately.
Executives required predictive analytics to assess performance against operational costs.

The Worker View (Safety & Access)

Interviews with 15 gig workers revealed a different reality. Workers feared reporting technical issues because they assumed they would be penalized or lose hours. Furthermore, heavy client-side tracking tools often failed on unstable internet connections.

Architecture & Core Design Decisions

Real-Time Geospatial Compliance

HR managers cited geographic compliance tracking as a critical blind spot in 100% of our workshops. I designed a map-centric view using Google GeoChart integrations.

Decision: Rather than lists of IP addresses, the dashboard visualizes worker locations, instantly flagging non-contract regions with red markers.
Outcome: Caught relocation breaches in real-time—a process that previously took up to 8 days.

Critical Issue Feed (From Tabs to Scroll)

Initial wireframes utilized a tabbed interface to separate different types of alerts. Usability testing revealed that users frequently missed critical alerts hidden in secondary tabs.

Pivot: I transitioned the architecture to a single, scrollable “Critical Issue Feed” paired with a map-to-table toggle. This allowed managers to view geographic dispersion while instantly actioning live alerts (e.g., “Worker #022: Internet speed <1Mbps”).
Outcome: Task completion speeds improved by 25% during usability testing.

Equity-Driven Constraints: Low-Bandwidth UI

You cannot manage what you cannot measure. To solve the issue of unreported tech failures, I designed an anonymous “Flag Issue” workflow for workers. More importantly, I introduced a text-only, low-bandwidth mode for the worker UI.

Decision: Strip away heavy visual assets for workers in regions with unstable internet (India, Philippines), focusing purely on task alerts and issue reporting.
Outcome: 64% of workers in low-bandwidth regions adopted the text-only UI, reducing task abandonment by 41%.