By Marc-Antoine Joly, P.Eng. | Joly Solutions
Every capital decision carries a service commitment. A pump replacement supports reliable water supply. A ventilation upgrade protects building use and occupant comfort. A fleet renewal helps keep essential services available. Asset management connects the condition of that infrastructure to the people who depend on it, giving decision makers a practical basis for choosing where and when to invest.
An established asset management program already holds considerable knowledge. Asset inventories describe the portfolio. Condition assessments identify deterioration. Maintenance records capture operating experience. Lifecycle models translate that information into future requirements, while capital plans establish priorities within available funding. The next stage of improvement strengthens the connections between these activities so that investment decisions reflect a consistent, current and credible understanding of need.
The progression illustrated in the accompanying graphic moves through asset foundations, information management, decision authority, trusted analytics and investment value. Each layer depends on the practices beneath it. As the program develops, operating experience flows back through those layers and improves the next decision.
Trust begins with knowing what a record represents. An asset identifier connects the inspection, maintenance history and renewal forecast. A measurement date establishes how current the information is. A named owner can explain its limitations and approve a change. These details help engineering, operations and finance work from a shared understanding, especially when several departments contribute to the same investment recommendation.
Consider a pump that begins requiring more frequent repairs. The work orders show what failed, the intervention required and its cost. Operators contribute evidence about reliability, standby capacity and service consequences. Engineering reviews the condition, remaining life and available interventions. Finance can then compare the revised lifecycle assumptions with other portfolio needs. Together, these contributions establish whether the appropriate response is maintenance, rehabilitation, replacement or further investigation.
Trusted analytics makes that reasoning visible. A reviewer should be able to follow a proposed investment back to the evidence, understand the assumptions and see how uncertainty affects its priority. This also makes comparisons more useful. Two assets with similar condition ratings may warrant different responses because their service consequences, redundancy and operating environments differ. Consistent analysis allows those differences to inform the recommendation.
Artificial intelligence can assist with parts of this work. It can help retrieve relevant records, organize document content and identify inconsistencies for review. Its contribution becomes more useful when sources are approved, answers carry references and people retain clear responsibility for accepting changes. The same ownership and validation practices that support sound asset management also provide a practical foundation for responsible AI deployment.
The investment itself creates another opportunity to improve the evidence. Project closeout should return actual costs, installed asset information and commissioning results to the people maintaining the portfolio. Subsequent operating records can show whether reliability, energy performance or service outcomes improved as expected. This feedback helps refine future renewal assumptions and gives the organization a stronger basis for assessing the value of its capital program.
A practical improvement roadmap makes these connections manageable. It identifies the gaps that materially affect decisions, assigns responsibility and sequences the work around staff capacity and system dependencies. An annual review then provides a proportionate way to confirm progress, examine changed conditions and adjust priorities as new evidence becomes available.
Joly Solutions brings independent engineering and operational advisory to these decisions, connecting asset planning with energy performance, infrastructure resilience and implementation. We work with asset owners, operating teams and financial leaders to turn technical findings into clear priorities and achievable next steps.
If you are updating an asset management plan or preparing a capital program, we can help examine the evidence behind your priorities and establish a practical route from assessment to action. Visit jolysolutions.ca.
The accompanying visual adapts the layered approach in John Wernfeldt’s data governance framework to enterprise asset management.

Ontario’s energy sector needs to connect all activities.
By Marc-Antoine Joly, P.Eng. | Joly Solutions
In collaboration with Rick Baker, the Ontario Energy Collaborative Association (OECA)
The whitepaper, 12 OEB Initiatives: Examining Opportunities Between Them – Regulatory Update, Completion Tracking & Risk Assessment, is current to September 12, 2026.
Its purpose is straightforward: identify where collaboration across regulatory and organizational interfaces could support timely and efficient growth in Ontario.
The paper is not intended to advocate for a particular regulatory outcome. Its “Collaborative Insights” are synthesis observations designed to identify cross-organizational interfaces and questions worth discussing; they are not OEB positions or formal OECA policy positions.
The twelve files touch almost every major part of Ontario's evolving electricity framework: utility remuneration, customer connections, regional planning, distributed energy resources, non-wires solutions, customer data, service rules, gas-electric coordination and the developing role of electricity distributors.
Individually, each can be rational.
The implementation challenge appears when one initiative depends on another.
A connection process may become faster internally, for example, but the customer outcome can still depend on an LDC, transmitter, the IESO, municipal approvals, equipment suppliers and the customer exchanging accurate information at the right time. The OEB's connection work increasingly recognizes that these interfaces affect not only utility service, but factories, housing, data centres, EV infrastructure and broader economic development.
Similarly, a distributed-energy resource may have technical value at the distribution, transmission and wholesale levels, but turning that value into an investable project requires clarity around compensation, duration, measurement, dispatch rights and the ability to combine legitimate value streams without double counting.
Those are not simply policy questions. They are interface questions.
Ontario is asking electricity distributors to remain prudent regulated utilities while also supporting electrification, new load, distributed resources and economic growth.
Those objectives are not necessarily contradictory, but the mechanisms surrounding them need to work together.
The Next Generation Rate Framework, for example, is deliberately bringing performance-based regulation, spending patterns, benchmarking and incremental-capital policy into an integrated review. The OEB says the framework needs to remain fit for purpose as distributors build for electrification and economic growth.
At the same time, non-wires solutions, local eDSM, DER procurement and increasingly active distribution-system capabilities create alternatives to conventional infrastructure.
The regulatory challenge is therefore not simply how much should be spent?
It is increasingly what outcome is needed, when is it needed, and which solution delivers it most effectively?
Many material opportunities now sit between traditional mandates.
The whitepaper identifies potential gaps around early studies, capacity planning, enabling infrastructure and project development—work that may need to occur before responsibility fits neatly into customer funding, utility remuneration or broader system investment.
The same pattern appears in data and planning.
Electricity and natural-gas forecasts can no longer be treated as entirely independent as electrification changes gas demand while electricity generation may continue to depend on gas during important system conditions. The OEB's gas-electric coordination initiative consequently focuses on better information exchange, assumptions and planning coordination.
Regional planning is moving in a similar direction. The OEB's work emphasizes continuously current forecasts, stronger municipal coordination and clearer implementation accountability rather than treating planning as something rebuilt periodically from scratch.
Since the whitepaper's September 12 research cut-off, the OEB has taken another step and launched its Regional Planning Reform Implementation initiative on September 17 to implement those recommendations, including streamlined planning, improved forecasting and clearer responsibilities.
The direction is increasingly clear: coordination capacity itself is becoming infrastructure.
Ontario already conducts substantial consultation.
The more interesting measure is what consultation produces.
Does it clarify an interface?
Establish a shared assumption?
Create a usable market signal?
Resolve accountability?
Produce a repeatable process?
Allow a project to move?
The whitepaper suggests broader participation can add practical perspective from municipalities, customers, investors, technology providers, data users, consultants and implementation specialists alongside utilities and established sector participants.
That is also where OECA can provide a useful connective function.
The paper does not suggest replacing the OEB, IESO, utilities or established industry organizations. Instead, it describes a role for an independent collaborative forum that can bring together organizations responsible for different pieces of the same problem, test implementation barriers and carry recurring issues back into formal regulatory and planning processes.
One of the strongest themes for me is the relationship between visibility and investment. The DER work illustrates this particularly well. Customers, aggregators and private investors can respond to system requirements when they can understand, where the need exists, when it exists, how much capacity is required, for how long, and what performance is expected.
That principle extends well beyond DERs.
It applies to energy infrastructure, industrial loads, municipal growth, resilience, capacity planning and capital investment generally:
Define the problem clearly enough, and more solutions become possible.
That is closely aligned with how I approach engineering and operational advisory through Joly Solutions: make the invisible risks, dependencies and opportunities visible before committing to the solution.
The whitepaper closes with twelve questions for testing the effectiveness of implementation. Among them:
Those are useful questions well beyond the regulatory files themselves.
Ontario has substantial technical capability, strong institutions and increasingly sophisticated policy tools. The opportunity now is to make those pieces operate as a more connected system.
At Joly Solutions, we help organizations look across energy, infrastructure, production, utilities, and operational risk to identify practical opportunities that improve performance, reduce waste, and support more resilient investment decisions.
Many organizations still rely on energy metering platforms that technically function but fail to meet today’s expectations for cybersecurity, data integrity energy, or resilience. What begins as a minor technical constraint gradually evolves into a governance concern — especially when planning, reporting, and external commitments hinge on reliable information and strategic risk metering.

Circularity is often treated as a sustainability concept. In food and beverage, it should be treated as an operating discipline. At its simplest, circularity means looking at what already leaves a process and asking whether it still has value.
That includes raw material losses, rejected product, heat, water, packaging, by-products, downtime, rework, cleaning losses, and underused equipment capacity. These are not just environmental issues. They are cost, productivity, quality, and capital planning issues.
Food and beverage operations are full of recurring flows. Raw materials enter, finished products leave, and every step in between consumes energy, water, labour, packaging, chemicals, refrigeration, compressed air, steam, and time.
When product is lost, the cost is rarely just the ingredient. It can also include packaging, labour, cleaning, wastewater, energy, rework, lost line time, and reduced throughput. A plant may be paying for the same loss several times without seeing the full picture.
This is why circularity belongs in operational review, energy management, automation planning, and capital decision-making. It connects losses that are often managed separately.
The shift is simple: stop asking only how to dispose of something. Start asking why it exists, what it costs, and whether it can still do useful work.
Better questions include:
These questions move circularity from a slogan to a practical method for finding stranded value inside daily operations.
Automation is often justified by labour savings, but in food and beverage the larger value may come from yield, consistency, reduced waste, and uptime.
Next-generation automation, sensors, machine vision, robotics, advanced controls, and AI-supported monitoring can reduce losses before they become waste streams. That can improve fill accuracy, portion control, cutting yield, product handling, packaging alignment, changeover speed, cleaning sequence control, quality detection, and maintenance planning.
Waste reduction and productivity improvement are often the same opportunity viewed from different angles.
The best time to capture circularity value is before the next project is built.
A new line, boiler, compressor, wastewater system, packaging format, or building expansion should not be assessed only on first cost and immediate capacity. It should also be tested for flexibility, recoverable value, future utility impact, cleaning burden, maintenance access, and avoidable waste.
Before approving capital, ask whether the project reduces waste or creates more of it, whether recoverable heat or water will be ignored, whether metering and controls should be added now, and whether the decision improves resilience or locks in higher operating cost.
Circularity in food and beverage does not need to be abstract. It is a disciplined way to reduce waste, improve productivity, manage utilities, plan capital, and make better use of the resources already moving through the operation.
Every recurring output should be tested against three practical questions:
That is where circularity becomes commercially useful for food and beverage.
At Joly Solutions, we help organizations look across energy, infrastructure, production, utilities, and operational risk to identify practical opportunities that improve performance, reduce waste, and support more resilient investment decisions.

Most people will see a small residential electrical upgrade.
I see a warning sign for the scale of infrastructure transformation still ahead of us.
Recently, trenching work began in my neighbourhood to support a residential electrical service upgrade. At first glance, it appears routine. In reality, it highlights a much larger issue emerging across Ontario and much of Canada: local electrical infrastructure is increasingly reaching practical capacity limits.
In this case, the existing neighbourhood distribution transformers were already effectively tapped out, requiring a significant new feed extension down the street to accommodate additional electrical demand.
Now scale that nationally.
Much of the public discussion surrounding electrification continues to focus on generation capacity. While generation is important, many of the more immediate constraints are increasingly appearing deeper within the system itself:
If a single residential upgrade already requires this level of civil disruption, what happens when we simultaneously layer:
The challenge is no longer simply “adding load.”
The challenge is coordinating infrastructure renewal at a scale and pace the country has not previously experienced.
If upgrades continue to occur reactively — property-by-property, feeder-by-feeder, and application-by-application — the long-term cost, disruption, and coordination burden become extremely difficult to manage.
There may be a much larger opportunity emerging here.
Rather than fragmented upgrades, Ontario and other jurisdictions could increasingly move toward bundled, corridor-based modernization strategies that integrate:
The trench opened today for one customer could potentially support twenty years of future infrastructure requirements if approached systematically.
This is where many of the broader discussions currently underway across the energy and infrastructure sector become increasingly important. Organizations and initiatives such as the OEB, IESO, OECA, EDA, PULSE, PowerShare, local distribution companies (LDCs), municipalities, and infrastructure operators are all beginning to confront aspects of this challenge from different perspectives.
The engineering itself is difficult.
But the larger challenge may ultimately be coordination:
between utilities, municipalities, regulators, operators, infrastructure owners, planners, and funding structures.
Canada is not simply entering an energy transition.
We are entering an infrastructure coordination challenge of extraordinary scale.
Three structural forces are converging:
1. Transportation electrification, including private EVs, municipal fleets, transit systems, and freight vehicles.
2. Thermal electrification through residential and commercial heat pumps, hybrid heating systems, and district energy integration.
3. Industrial re-electrification driven by EV manufacturing, critical minerals mining, hydrogen production, and data centres.
Provincial electrification strategies in Canada are diverging in their implied system scale, capital intensity, and institutional burden. Comparative analysis indicates that long-term outcomes are shaped not only by resource endowments, but by how demand, land use, and industrial development are integrated into infrastructure planning.
Recent modelling by Québec and emerging experience in British Columbia illustrate that high-electrification outcomes are not singular in design. System size, peak exposure, and financing burden are strongly influenced by institutional choices made early in the transition. Ontario’s modelled pathways sit between these approaches, reflecting both structural constraints and policy choices.
A cross energy sector discussion paper
Ontario’s energy transition is entering a decisive phase. The ambition is real and the direction is clear. The next step is coordination across generation, transmission, distribution, demand-side resources, municipal finance, and regulatory approvals.
This conversation needs to move beyond projections and toward integration. Not just targets, but practical alignment between sectors, timelines, and capital planning.
The Ontario Energy Collaborative Association continues to contribute to this dialogue through updated scenario summaries and cross sector materials that support informed and collaborative planning. Engagement through forums such as PULSE and Gas Electric coordination panels is valuable. As system pressures increase, the level of coordination must increase as well.

Marc-Antoine Joly, P.Eng., CEM, CMVP, EBCP, CDSM, CEA
Email: mjoly@jolysolutions.ca
+1 (613) 219-4375
LinkedIn: linkedin.com/in/energyjoly17
Ontario, Canada
A PMPP is available upon request as required by APEGA.
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