Work & artifacts
Real systems. Real results.
The outputs of good operational work aren't decks and frameworks. They're AI-powered systems that live in your tools, give leadership real visibility, and free your team to focus on delivery.
Artifacts & tools
Operational systems built to run inside your existing tools - not sit forgotten in a shared drive.
Executive Visibility Dashboard
A live delivery dashboard that gives leadership real-time visibility into what's shipping, what's blocked, and what's at risk - without any manual updating.
AI Stakeholder Reporting Workflow
An automated reporting pipeline that pulls delivery data, generates executive summaries, and distributes stakeholder updates - on schedule, without PM involvement.
Jira Operating System
A complete Jira rebuild - structured epics, smart workflows, automation rules, and dashboard views that make your backlog the single source of truth for the entire org.
Roadmap Status System
A living roadmap connected to your delivery tooling - automatically updated, always accurate, and formatted for both engineering teams and leadership audiences.
Delivery Health Monitor
An automated system that tracks delivery signals across your tooling, flags risks before they surface in leadership meetings, and keeps the team aligned on priority.
Product Ops Playbook
A comprehensive operational handbook covering your team's ways of working, tooling standards, escalation paths, and delivery processes - the system documented so it runs without me.
Case studies
Real problems, real solutions, real outcomes.
Client
Series A Fintech
Sector
Financial Services
Engagement
AI Product Operations System
Duration
6 weeks
From weekly status chaos to real-time delivery confidence
The challenge
Leadership had zero visibility into what was actually shipping. Delivery slipped constantly, engineers reacted to whoever was loudest, and the board was losing confidence in the product function.
The solution
Rebuilt the product operations layer from the ground up - Jira restructuring, an executive visibility dashboard, AI-assisted sprint reporting, and a stakeholder update workflow that eliminated three hours of weekly manual work.
Outcomes
Client
Digital Media Scaleup
Sector
Media & Publishing
Engagement
AI Product Operations System
Duration
8 weeks
Eliminating operational overhead for a scaling product team
The challenge
A 60-person product and engineering org where PMs spent 40% of their time on reporting, status chasing, and coordination - not product work. Leadership had no consistent view of delivery.
The solution
Designed and implemented a full operational system: automated delivery reporting, a restructured Jira environment, an executive dashboard, and a stakeholder communication workflow that runs on its own.
Outcomes
Client
B2B SaaS
Sector
Enterprise Software
Engagement
Rapid Audit + AI Product Operations System
Duration
10 weeks
Building operational infrastructure for a product org in delivery chaos
The challenge
A product team that had grown fast without any operational infrastructure. No shared tooling standards, no visibility into delivery health, and an exec team making decisions based on stale data.
The solution
Ran a rapid operational audit, then implemented the full AI Product Operations System - structured tooling, automated reporting, and a delivery visibility layer that gave leadership a live view of the product org.
Outcomes
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