Observability & AIOps Strategy
Modern monitoring strategy from a practicing AIOps product manager.
As a current Product Manager for AIOps and Observability at a Crown corporation, we bring real-world, current expertise in modern monitoring practices. We help organizations move beyond reactive alerting to proactive, intelligent observability that actually serves the business.
Too many organizations are drowning in alerts, struggling with tool sprawl, and spending more time managing their monitoring than benefiting from it. We help you cut through the noise and build an observability practice that delivers actual business value.
What You'll Achieve
How We Get There
- Observability maturity assessments
- Monitoring strategy and roadmap development
- Tool evaluation and selection guidance
- Dashboard and alerting design
- AIOps capability planning
- Observability-to-ITSM integration strategy
- Self-service observability model design
- Alert noise reduction and optimization
Quick Start Options
Not ready for a full engagement? Start smaller with a rapid assessment.
Observability Maturity Score
Want to know where you stand before committing to a full engagement? Our Observability Maturity Assessment gives you a scored baseline across 6 dimensions with a prioritized roadmap.
Related Work
Enterprise Observability Service Definition
Built an ITSM/ITIL-based service definition framework to transform 12+ fragmented monitoring tools into a unified observability platform, reducing MTTR by 40% and saving $1.4M/year in tool consolidation.
Availability Management Framework
Built an advanced availability calculation methodology replacing outdated uptime metrics with business-impact-focused reporting, improving reporting accuracy from 62% to 98%.
Log Management Assessment & Rationalization Plan
Ran a log management assessment across 200+ healthcare applications to address uncontrolled log sprawl, PII exposure risks, and $1.2M/year in wasted storage costs. Found 47% log duplication and established standardized schemas across 15 hospital networks.
Observability Platform Transition Strategy
Developed the procurement and transition strategy to move a municipal government from a vendor-managed monitoring service to an enterprise-owned observability platform, saving $320K/year and enabling full ServiceNow integration.
Unified Insights Team Charter
Designed the operating model for a Unified Insights capability consolidating three separate monitoring teams and enabling AIOps, reducing root cause analysis time from 8 hours to 45 minutes.
Observability Maturity Assessment
Performed an observability maturity assessment for a federal regulatory agency, evaluating monitoring coverage, alerting effectiveness, and AIOps readiness across 300+ applications supporting critical compliance operations.
Related Guides
Practical resources to help you make informed decisions.
Building an Observability Strategy for Government in 2026
How to build an observability strategy for Canadian federal departments and Crown corporations. Covers tool rationalization, AIOps readiness, the three pillars of observability, and government-specific considerations.
Why Organisations Are Choosing Boutique IT Consultants Over Big Firms
Why government departments, startups, and growing companies are choosing boutique IT consultants over big firms. Covers cost advantages, senior delivery models, accountability, and evaluation criteria.
AIOps Maturity Assessment: A Framework for Enterprise IT Operations
A practical AIOps maturity assessment framework for enterprise IT operations. Covers 5 maturity levels, 8 assessment dimensions, prerequisites, and choosing an AIOps consultant. Applicable to government, private sector, and growing companies.
Boutique IT Consultant vs Big Consulting Firm for Government: What to Consider
Comparing boutique IT consultants and large consulting firms for Canadian government projects. Day rates, delivery models, procurement, and when each option fits best.
Monitoring and Observability Tools for Government IT: A Comparison Guide
Comparing Dynatrace, Datadog, Splunk, Grafana, ServiceNow ITOM, Azure Monitor, and BMC Helix for Canadian government. GC compliance, AIOps, and data residency.
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