The tools are universal.
The pains are not.
Value stream mapping works the same way in a hospital and on a wellsite. What differs is what breaks, who regulates it, what leadership is measured on, and what language earns you credibility in the first ten minutes. That's what sector experience buys you.
Oil & Gas
Operators, EPCs, and service companies of roughly 250–1,500 people, multi-site, field plus office. Typically ERP and maintenance systems that don't talk to each other, monthly backward-looking reporting, and a quality system that exists on paper but is disconnected from daily operations.
This is the sector I know from the inside. For five years I worked in the department that managed well-services contractors at one of the biggest oil and gas companies in South America — building the KPI systems and supplier scorecards used to decide who kept a contract.
| What hurts | What you get |
|---|---|
| KPIs exist but don't drive action | Indicators that trigger a decision and a corrective action, with a named owner |
| Data scattered across systems and spreadsheets | A single operational view integrating field, contractor, and management data |
| Contractor quality issues cause rework and downtime | A structured contractor performance system showing measurable improvement |
| Audit findings take too long to close | Faster closure with clear ownership and traceable evidence |
| Executives want more visibility with fewer resources | Dashboards showing risk, cost, and performance at a glance |
Asset uptime · cost per operation · contractor performance KPIs · audit outcomes · safety and quality indicators · operational variance reduction
Healthcare
Hospitals, clinics, and long-term care of roughly 200–1,000 staff. The constraint here is rarely willingness — it's capacity and change fatigue. Improvement work has to respect patient safety priorities and survive contact with a risk-averse, collaborative decision culture.
The pattern I see most: too many indicators and not enough insight, with manual reporting quietly consuming clinical time that should be going to patients.
| What hurts | What you get |
|---|---|
| Too many indicators, not enough insight | Focused indicators aligned to patient safety, satisfaction, and compliance priorities |
| Manual reporting consumes clinical time | Reliable automated reporting that gives staff time back for patient care |
| Process variation across units | Standardised, evidence-based processes across departments |
| Audit and accreditation stress | Audit-ready systems with traceable evidence and clear accountability |
| Staff burnout | Simpler workflows and clearer expectations, reducing administrative load |
Accreditation outcomes · incident reduction · compliance scores · process adherence · staff engagement
Hospitality
Hotels, restaurants, and resorts of roughly 100–800 employees, usually multi-location. Fast-paced, results-driven, and with a low tolerance for bureaucracy — which means improvement work has to produce a visible win early or it won't survive the quarter.
Data usually exists in POS, scheduling, and inventory systems that were never designed to be read together. The reporting is lagging and inconsistent, so managers run on instinct and last week's fire.
| What hurts | What you get |
|---|---|
| Labour costs out of control | Improved labour productivity with clear staffing and performance KPIs |
| Inconsistent service standards | A consistent guest experience across locations |
| High staff turnover | Clear roles, better training, and more confident supervisors |
| Poor data visibility | Simple dashboards showing performance by location and by shift |
| Reactive problem-solving | Proactive management using leading indicators |
Labour as % of revenue · guest satisfaction · turnover rate · waste reduction · unit-level profitability
Education
Private post-secondary institutions and training providers working under designation and accreditation regimes. This is current, hands-on ground for me: I work in quality and risk coordination at a Vancouver post-secondary institution, building Power BI dashboards and supporting accreditation and compliance processes.
The recurring problem is evidence. Institutions do the work but can't produce the trail on demand — so review cycles become archaeology projects rather than confirmations of what everyone already knows.
| What hurts | What you get |
|---|---|
| Designation and EQA review cycles cause scramble | A standing evidence trail mapped to each policy requirement |
| Policies exist but aren't followed consistently | Standard work and process maps built with the people who run them |
| Student and academic data sit in disconnected systems | Institutional reporting that leadership actually reads |
| Corrective actions from past reviews never close | A tracked corrective-action register with owners and due dates |
| Continuous improvement is an aspiration, not a routine | A quarterly review rhythm that survives staff turnover |
Review and designation outcomes · finding closure rate · policy adherence · reporting cycle time · student outcome indicators
Your sector
isn't listed?
The four above are where I have the deepest pattern library, but the underlying problem — an operation that can't see itself — is industry-agnostic. I've also worked across manufacturing and professional services. Tell me what's breaking and I'll tell you honestly whether I'm the right person for it.