Errol McLaughlin
Operating Intelligence, Product Operations & Technology Operating Model Advisory
Build the operating intelligence your leaders need to make better decisions.

Most organisations do not lack data, tools or capable teams. They lack a connected way to understand operating health, interpret risk, and turn signals into accountable action.

I help product and technology leaders design operating models, visibility frameworks and decision systems that reduce friction, improve governance and give teams back time.

Request a 30-min discovery call

Operating Health & Visibility Framework

OHVF is an Operating Intelligence Framework for product and technology organisations. It connects operational data, delivery signals, service reliability, product capability, governance, security risk and leadership context into a single model for understanding product health and deciding where to act.

Business ArchitectureData ArchitectureCapability ModelAssessment MethodologyExecutive ReportingContinuous Improvement

Why this matters

Signals are fragmented

Delivery, service, risk, capability and governance data often sit in different tools and conversations.

Leadership lacks context

Dashboards show activity, but rarely explain what the signals mean, where ownership sits, or what action is required.

Teams lose time

Ambiguity, unclear ownership, repeat issues and weak operating rhythms create unnecessary stress and rework.

The OHVF model

The framework is built as a complete operating model: data sources feed an operating data model, which powers an intelligence engine, action mapping, leadership dashboards and continuous improvement.

OHVF Enterprise Operating Model diagram
Enterprise Operating Model: from operational data sources through intelligence, dashboards and leadership outcomes.
OHVF Data Architecture diagram
Data Architecture: how operational signals become scores, maturity logic, action generation, trend analysis and executive insight.
OHVF Capability Assessment Model diagram
Capability Model: assessing service reliability, product capability, operational governance and delivery predictability.

What OHVF assesses

Service Reliability

Incidents, major incident response, change success, problem management and service performance.

Product Capability

Strategy, roadmap, outcomes, discovery, prioritisation, backlog quality and continuous improvement.

Operational Governance

Ownership, documentation, monitoring, standards, decision forums and operating discipline.

Delivery Predictability

Planning stability, flow, risk management, dependencies, impediments and delivery confidence.

Security & Risk

Security and operational risk signals connected to products, ownership, business impact and leadership decisions.

Business Context

Dependency type, operating model, product criticality, business impact and leadership priorities.

What you get

Operating health view

A clear view of where product and technology teams are healthy, stable, constrained or at risk.

Actionable leadership insight

Plain-language interpretation of what is driving risk, what needs attention and who should act.

Prioritised improvement actions

Targeted action plans linked to owners, supporting owners, due dates and governance tracking.

Executive decision support

Portfolio-level visibility for prioritisation, governance, risk discussion and investment decisions.

How this works

1. Discovery

Understand current operating pain, leadership priorities, available data and where visibility is weakest.

2. Architecture Mapping

Map the business architecture, data architecture and capability model needed to understand operating health.

3. Assessment

Assess product teams across service reliability, delivery predictability, product capability and operational governance.

4. Operating Intelligence

Turn data and assessment signals into scores, maturity views, trends, risk drivers and leadership insight.

5. Action Planning

Translate insight into practical actions with ownership, priority, governance and measurable follow-through.

6. Continuous Improvement

Use repeat assessments and trends to track movement, reduce recurring issues and improve operating maturity.

From reporting to operating intelligence

OHVF is not another dashboard. It is a structured way to connect operational signals with leadership decisions, so organisations can move from fragmented reporting to consistent understanding, prioritisation and action.

Advisory support

Operating Health Review

A focused review of current operating health, constraints, risks and improvement opportunities.

OHVF Implementation

Design and implement a tailored operating intelligence framework across selected product and technology teams.

Ongoing Advisory

Monthly support to mature the model, embed governance, review insights and support leadership decision-making.

Request a discovery conversation

This takes less than a minute and helps me understand the context before a short discovery conversation.