Most risk system replacement programs begin with a decision that has already been made. A platform is failing; a vendor has been shortlisted informally, and the assessment that follows exists to justify a direction rather than to test it.
That approach is expensive when the market in question does not behave like the rest of the industry. North America Utilities participating in today’s energy market carries regulatory requirements, risk models, and product types that standard trading and risk platforms were never designed to handle. A vendor decision made on general market assumptions can commit an organization to years of customization at its own cost.
A major utility took the opposite approach. Before committing to any direction for its risk management system framework, the utility asked capSpire to assess the current environment, evaluate the vendor market, model the total cost of ownership for each option, and recommend a path forward. The answer was not the one most vendors would have given.
Why building many in-house applications had become a risk in themselves
The utility procures, trades, and manages risk across natural gas, power including structured products, and greenhouse gas and environmental products. Risk oversight is managed through a dedicated Market and Credit Risk Management team responsible for market risk, credit risk, quantitative analysis, risk governance, and risk controls.
That team manages multiple applications supporting 33 distinct business processes. Trade capture alone was split across five systems, including spreadsheets.
Fragmentation on that scale creates its own category of risk. The same trade exists in multiple places, systems disagree, and reconciling the difference becomes a daily task rather than an exception. Around 15 of those tools were eventually identified as candidates for retirement under any future state scenario.
A related but common challenge capSpire sees across the industry was the reliance on spreadsheets and specialized analytical models that had evolved outside the controlled application environment. Over time, critical analytical and risk functionality had migrated into these tools, including calculations that fed regulatory and credit outputs. As a result, the calculations were difficult to audit, difficult to version and maintain, and impossible to scale without significant manual effort.
At the center of the environment was the end of day data repository serving as the system of record for trading limit enforcement and credit exposure calculation. It worked. It had also accumulated enough technical and functional debt to make extending it slow and governing it harder each year.
What independent Advanced Risk & Credit system selection actually requires
Independence in any system selection is easy to claim and difficult to demonstrate. It means the assessment is capable of returning an answer the advisor did not expect, including an answer that reduces the advisor’s own scope of work.
capSpire ran the engagement as a formal risk management system framework assessment across four months, with a core team of eight consultants covering risk subject matter expertise, functional analysis, technical architecture, and digital delivery.
The work was organized around four connected workstreams.
Current state discovery. More than 50 hours of structured sessions with the utility’s risk management, IT operations, and regulatory compliance teams, supported by a review of existing system documentation, configuration, and process material.
Application matrix development. All 33 business functions mapped against all applications, exposing duplication, gaps, and consolidation opportunities. The future state design assigned 23 of those requirements to the modernized core, with three other systems covering the remaining ten.
Vendor evaluation and cost modeling. More than ten risk management vendors assessed and narrowed to three finalists (two vendors and a custom build between capSpire’s Digital Team and the utilities team). Six credit risk vendors and four margin calculation vendors evaluated in parallel. Every scenario scored against 26 functional requirements and modeled for total cost of ownership including capital cost, licensing, cloud hosting, integration development, and ongoing support.
Risk controls fit gap analysis. All 42 areas in the risk management function benchmarked against industry practice on a three-point scale, each gap paired with a specific improvement recommendation.
The assessment highlighted a mixed level of maturity across the organization. Eleven areas rated above average, 29 rated average, and one rated below average. Support ticketing emerged as the clear weak point: fewer than one in five ticketable events were being formally documented, leaving the team reliant on an informal process that would not withstand growth or increased scrutiny.
Scoring more than ten vendors against 26 requirements
Six strategic scenarios were evaluated in total, ranging from full replacement with a commercial platform to rebuilding the existing core.
Two vendors reached the final round. One met 22 of the 26 functional requirements. The other met 11 and was disqualified on functional grounds alone.
The functional scoring mattered less than what sat behind it. Specific state utility requirements, including its specific risk model, its environmental product set, and its regulatory compliance obligations, are not replicated in standard commodity trading and risk offerings. A platform that meets 22 requirements in a generic market may meet far fewer once state specific obligations are applied, and the gap is then closed through customization the client pays for indefinitely.
That is the calculation most system selection exercises fail to make. It is also the reason capSpire models total cost of ownership rather than just license cost.
Why the collaboration between capSpire and the Utility led to the recommendation
Through detailed workshops and collaboration between the utility and capSpire, the assessment identified a path that provided the strongest combination of strategic fit, technology modernization, existing capability, and economics. The recommendation was not simply to replace the existing environment. Instead, capSpire and the utility identified an approach to upgrade to newer technology while retaining and leveraging existing models and capabilities that remained appropriate and performed at or above industry standards.
The resulting difference between the recommendation and the closest alternative was $1.1 million to $2.5 million over three years.
The assessment found that not everything in the existing environment needed to be replaced. Several models and capabilities had continued to perform well and remained fit for purpose, including credit analytics, the trading limit hierarchy, exchange margin reconciliation, and pre-trade limit checking. Rather than incurring the cost and risk of rebuilding these capabilities, the recommended approach was to preserve them while modernizing the underlying technology around them.
This approach also avoided treating technology modernization as an all-or-nothing proposition. The utility could move to a more modern architecture and technology stack while protecting the value of proven models, processes, and institutional knowledge. The result was a pragmatic modernization strategy, replacing what needed to change, retaining what continued to work, and avoid spending capital simply to recreate capabilities the utility already had.
The outcome was therefore not driven by TCO alone. It was the result of a collaborative assessment in which the utility and capSpire jointly evaluated business requirements, technical architecture, existing capabilities, implementation considerations, and long-term cost.
When the honest recommendation is not a new platform
The conclusion of the assessment was that no existing vendor’s advanced risk and credit platform was the right answer for this environment.
The problem was never really an advanced risk and credit platform problem. The system under review was an end of day data repository, and what it needed was modern data architecture underneath it rather than a different application on top of it. The recommendation was to rebuild it on a data lake foundation, keeping the analytics and controls that had benchmarked well and modernizing everything around them.
That is a harder recommendation to make than a vendor’s name. It requires the advisor to argue that the market has not built what the client needs, and to show evidence for it.
The same principle applied in the areas where capSpire had nothing to offer at all. For credit management, capSpire assessed six vendors and recommended that the utility stay with the platform it already ran, upgrading to the current version on its own cloud. That platform met all of their credit requirements and scored above all five competing options. For margin calculation, the recommendation was to continue with the existing approach in the near term and reassess later, once a specific dependency retires.
Neither recommendation created new work. Both were the right answers.
The assessment produced four deliverables: an application matrix, a framework system selection package containing the full vendor scorecard and cost modeling, a technical implementation plan covering seven phases and 13 workstreams over an 18-to-36-month horizon, and a risk monitoring best practices report.
The outcomes the utility took from it were concrete. A defensible path forward supported by quantitative modeling across every viable option. Cost avoidance of $1.1 million to $2.5 million against the next cheapest alternative. Around 15 tools and applications identified for retirement, removing the primary sources of operational and data quality risk. And 42 business areas benchmarked with an improvement roadmap attached.
Let’s Talk
If you’re facing a selection, a replacement business case, or a risk system you can no longer extend, reach out to capSpire’s Advisory team.
Kayne Coulter
Managing Director, Advisory – North America