Enterprise AI products,from first prototype to real-world adoption.

Ranked crew suggestions for live productions, drawn from a pool of more than 9,000 freelance professionals.

Problem

Staffing a live event means choosing crew from 9,000+ freelancers, and the right pick depends on location, sport-specific experience, and who has worked well together before. That context is hard to hold in anyone's head.

Key decisions

• ·Chose four signals operators already trust: location, sport-specific experience, previous production-team collaborations, and preferred-hire status.
• ·Built and demonstrated the recommendations in context of the staffing workflow, so the value was visible to the people making the calls.

Outcome

A demonstrated recommendation approach that turns crew selection from recall into a ranked shortlist, built to improve staffing decisions at scale.

An AI tool that groups production freelancers into shared rental cars based on when they arrive.

Problem

Freelancers travel to productions separately, and when each one picks up a rental car, transportation spend and coordination work pile up for every event.

Key decisions

• ·Matched freelancers into car shares by travel arrival time, the signal that decides whether sharing a car is practical.
• ·Generated car-share recommendations automatically, replacing manual back-and-forth coordination.
• ·Positioned it within a broader push to automate production workflows and speed up operational decisions.

Outcome

Fewer rental cars per production and lower rental costs, with less time spent coordinating travel.

A social monitoring app that helps Fox's Distribution Marketing team follow the social conversation that matters to their work.

Problem

Social conversation moves fast and spreads across platforms. Distribution Marketing needed a dependable way to see relevant signals without tracking them by hand.

Key decisions

• ·Framed the product around what Distribution Marketing needs to see and act on.
• ·Shaped the app around the team's monitoring workflow.

Outcome

One place for Distribution Marketing to keep watch on social conversation and signals.

Product development and go-live for a FOX News field operations product, with a feedback loop built in from launch day.

Problem

An operations product earns trust in its first weeks. Issues and requests from field users had to land somewhere visible and get resolved quickly.

Key decisions

• ·Owned product development through go-live operations rather than handing off at launch.
• ·Designed one intake path for issues and enhancement requests: Slack, then AI-assisted support, then Jira tracking.

Outcome

A launched product with a repeatable loop from user feedback to tracked work, so it keeps improving after go-live.

The Salesforce-powered system FOX uses to plan, staff, and run thousands of live sports events and studio shows.

Problem

Live broadcast runs on hard deadlines. Planning, staffing, and operations tools have to be dependable for every event, every week.

Key decisions

• ·Owned the strategy and roadmap for the full live-production ecosystem.
• ·Ran two-week Agile delivery across engineering, analysis, QA, and vendor teams, with release quality as a priority.
• ·Brought AI concepts, including crew recommendations and car-share matching, into the live-production roadmap.

Outcome

A platform that supports thousands of events and studio shows and gives AI features a place to reach real operators.

One operational view of event information, and the first step in a plan to simplify the platform and reduce license reliance.

Problem

Event information lived in fragmented processes, and the platform carried growing license dependence.

Key decisions

• ·Consolidated event information into a single operational view.
• ·Tied the delivery to a broader modernization plan: decouple custom workflows, simplify architecture, and reduce long-term licensing dependencies.

Outcome

A consolidated view for operators and a clear path toward a simpler, less license-bound platform.

Workforce-tracking capabilities for FIFA World Cup 2026, built with HR and operations teams.

Problem

A tournament at World Cup scale needs workforce data to flow cleanly across the systems different teams already rely on.

Key decisions

• ·Partnered with HR and operational stakeholders to define requirements.
• ·Designed workflows that span Playbook, Smartsheet, and Workday instead of forcing a single tool.

Outcome

Requirements and cross-system workflows that support workforce tracking for one of the biggest events on the calendar.

Salesforce workflow and data operations redesign that reported more than 50% efficiency improvement.

Problem

Business and technical teams were working from misaligned requirements, and the workflows around them were inefficient.

Key decisions

• ·Led stakeholder discovery and solution design across administration, workflows, dashboards, and automation.
• ·Improved data quality with Data Loader, DemandTools, SQL, and reporting.

Outcome

Reported operational efficiency improvements of more than 50%.