“Efficiency is not found in working harder along the same path, but in having the clarity to choose a better path. Geo-routing is the quiet intelligence that turns movement into momentum.” – MJ Martin
Here is a deployment playbook for Geo-Routing in Itron Temetra, tailored to a 10,000-endpoint Canadian utility. This reflects real operating conditions in Canada, including climate, staffing, and municipal constraints.
Geo-Routing Deployment Playbook (10,000 Endpoints)
1. Strategic Objective
The purpose of Geo-Routing is to replace legacy route books with dynamic, location-based routing that reduces travel time, improves productivity, and enables real-time operational flexibility.
For a 10,000-endpoint utility, the realistic targets are:
- 15–30% reduction in drive time
- 10–20% increase in reads per day per technician
- Improved read completeness (>99.5%)
- Faster response to staffing or weather disruptions
2. Operating Model
Utility Profile Assumptions
- 10,000 water, gas, or electric endpoints
- Mix of urban, suburban, and light rural density
- 3 to 5 meter readers or technicians
- Monthly or bi-monthly reading cycles
Workforce Design
- 4 field technicians (primary)
- 1 backup / floater (shared role or supervisor)
Typical daily workload with Geo-Routing:
- ~400–600 reads per technician per day (walk/drive mix dependent)
3. Data Foundation (Critical Success Factor)
Geo-Routing success is driven almost entirely by data quality.
Minimum Data Requirements
- Latitude and longitude for 100% of endpoints
- Accurate service address mapping
- Meter status and accessibility flags
Canadian Considerations
In 2021, there were 14.98 million occupied private dwellings in Canada, with single-detached houses represented 52.6% of all occupied private dwellings in 2021. Apartments in buildings with five or more storeys made up 10.7% of all private occupied dwellings. In 2021, 80.4% of all occupied private dwellings outside a census metropolitan area (CMA) and a census agglomeration (CA) were single-detached houses. The proportion of single-detached houses in CAs was 62.0% and 44.8% in CMAs.
Water supply and sanitation in Canada is nearly universal and generally of good quality, but a lack of clean drinking water in many First Nations communities remains a problem. Water use in Canada is high compared to Europe, since water tariffs are low and 44% of users are not metered.
Municipal water supply accounts for just 12% of water use in Canada. The other main water users are cooling water for power generation (64%), manufacturing (14%) and agriculture (9%). Residential consumers in Canada used 343 litres per person per day, or roughly twice as much per person as in other industrialized countries, with the exception of the United States and Australia. According to one source water use in Montreal, where there is little metering, is particularly high at 1,287 liter per person per day in 1999. According to the Environment Canada, the following sectors account for the following shares of municipal water use:
- 52% residential users
- 19% commercial users
- 16% industrial users
- 13% leakage.
However, a different part of the same data source of Environment Canada states that leakage losses are actually much higher at “up to 30%”. In Metercor’s experience, 20% to 40% is more realistic for municipal non-revenue water losses. We consider 30% to be average.
- Due to the severe cold of Canada’s winter months, most residential water meters are installed in basements which impacts radio performance with a signal strength reduction of about 12 dB to 18 dB.
- With the meter on the basement floor and the radio in the basement rafters, the signal strength may be better at a 6 dB to 10 dB loss to reach the drive-by vehicle on the roadway.
- Some homes built on the slab may have meters in confined spaces within crawl spaces underneath the home. If the radio is remotely located to the exterior wall the signal strength is much better. If it is in the crawl space with metal flashing around the perimeter of the home than a 4 dB to 10 dB signal loss can be anticipated.
- In some locations such as the Lower Mainland of British Columbia and in Southern Ontario, meters are located in pits. With snow covering the pits, it can obscure visual cues for meters. Deep frost lines mean meters are often not visually obvious
- Rural addressing inconsistencies (especially Ontario townships) compounds the Geo-routing process.
- Apartments often have bulk meters to accommodate the whole building.
- Condominium buildings can have meters colocated in a meter room or distributed in every single suite.
Recommended Actions
- Perform GIS validation pass before deployment
- Correct any coordinates with >10 m error
- Flag difficult-to-access meters (backyards, basements, pits)
4. Technology Stack
Core Platform
- Itron Temetra (Web + Mobile)
Device Requirements
- Windows 11 Pro commercial handhelds, laptops, or rugged tablets
- GPS enabled
- Cellular connectivity (preferred in Canada due to wide coverage gaps in Wi-Fi)
Optional Integrations
- GIS system (ESRI or equivalent)
- CIS billing system
- AMI headend (if hybrid AMR/AMI environment)
5. Deployment Phases
Phase 1 — Preparation (2–4 Weeks)
Focus: Data and system readiness
- Validate all endpoint coordinates
- Clean legacy route structures
- Configure user roles and permissions
- Enable mapping and assignment tools
- Train supervisors on Temetra Web
Deliverable: Geo-ready dataset
Phase 2 — Pilot (2 Weeks)
Focus: Controlled real-world validation
Pilot Scope
- 1,000–2,000 endpoints
- 1–2 technicians
- Mixed density area (urban + suburban preferred)
Pilot Execution
- Generate Geo-Routed assignments
- Deploy to mobile devices
- Track daily performance
Key Metrics
- Time per route
- Distance travelled
- Reads completed vs planned
- Missed reads
Deliverable: Validated routing model
Phase 3 — Optimization (1–2 Weeks)
Focus: Refinement
- Adjust route density (avoid overloading or underloading)
- Correct GPS anomalies discovered in field
- Balance workload across technicians
- Incorporate field feedback
Deliverable: Optimized routing templates
Phase 4 — Full Deployment (2–4 Weeks)
Focus: Scale across entire utility
- Roll out to all 10,000 endpoints
- Assign routes across full workforce
- Transition away from legacy route books
- Monitor daily performance
Deliverable: Full operational Geo-Routing
6. Field Workflow (Daily Operations)
Before Geo-Routing
- Static routes
- High drive redundancy
- Manual reassignment difficult
After Geo-Routing
- Technician logs into Temetra Mobile
- Route appears as map-based workflow
- System guides technician through optimal sequence
- Supervisor can reassign work mid-day if required
7. Key Performance Indicators
Track these weekly:
- Reads per technician per day
- Kilometres driven per route
- Missed read percentage
- Route completion time
- Fuel cost per 1,000 reads
Expected improvement within 60 days:
- 20% reduction in kilometres
- 15% increase in productivity
8. Canadian Operational Realities
Winter Operations
- Snow and ice impact walking routes
- GPS accuracy can degrade in dense urban areas
- Build seasonal route adjustments
Rural and Semi-Rural Areas
- Larger spacing between endpoints
- Geo-Routing provides high ROI here due to travel optimization
Labour Considerations
- Union environments may require:
- Defined territories
- Transparent workload balancing
9. Risk Mitigation
Primary Risks
- Poor coordinate data → inefficient routes
- Resistance from experienced meter readers
- Over-optimization → unrealistic daily workloads
Mitigation Strategies
- Run pilot with experienced staff first
- Allow manual override of routes
- Maintain buffer capacity in daily assignments
10. Expected Business Case
For a 10,000 endpoint utility:
- Fuel savings: $15,000–$40,000 annually
- Labour efficiency: Equivalent of 0.5–1 FTE
- Improved billing accuracy and timing
- Reduced customer complaints from missed reads
11. Executive Summary
Geo-Routing in Itron Temetra transforms meter reading from a static, legacy process into a dynamic, data-driven field operation.
For a Canadian utility with 10,000 endpoints, success depends less on software activation and more on data quality, disciplined rollout, and operational adoption. When implemented correctly, Geo-Routing delivers measurable efficiency gains within weeks and becomes a foundational capability for future AMI and smart utility operations.
About the Author:
Michael Martin is the Vice President of Technology with Metercor Inc., a Smart Meter, IoT, and Smart City systems integrator based in Canada. He has more than 40 years of experience in systems design for applications that use broadband networks, optical fibre, wireless, and digital communications technologies. He is a business and technology consultant. He was a senior executive consultant for 15 years with IBM, where he worked in the GBS Global Center of Competency for Energy and Utilities and the GTS Global Center of Excellence for Energy and Utilities. He is a founding partner and President of MICAN Communications and before that was President of Comlink Systems Limited and Ensat Broadcast Services, Inc., both divisions of Cygnal Technologies Corporation (CYN: TSX).
Martin served on the Board of Directors for TeraGo Inc (TGO: TSX) and on the Board of Directors for Avante Logixx Inc. (XX: TSX.V). He has served as a Member, SCC ISO-IEC JTC 1/SC-41 – Internet of Things and related technologies, ISO – International Organization for Standardization, and as a member of the NIST SP 500-325 Fog Computing Conceptual Model, National Institute of Standards and Technology. He served on the Board of Governors of the University of Ontario Institute of Technology (UOIT) [now Ontario Tech University] and on the Board of Advisers of five different Colleges in Ontario – Centennial College, Humber College, George Brown College, Durham College, Ryerson Polytechnic University [now Toronto Metropolitan University]. For 16 years he served on the Board of the Society of Motion Picture and Television Engineers (SMPTE), Toronto Section.
He holds three master’s degrees – in business (MBA), communication (MA), and education (MEd). As well, he has three undergraduate diplomas and seven certifications in business, computer programming, internetworking, project management, media, photography, and communication technology. He has completed over 80 next generation MOOC (Massive Open Online Courses) [aka Micro Learning] continuous education programs in a wide variety of topics, including: Economics, Python Programming, Internet of Things, Cloud, Artificial Intelligence and Cognitive systems, Blockchain, Agile, Big Data, Design Thinking, Security, Indigenous Canada awareness, and more.