By Franklin Asare-Donkoh
Management consultant, Maud Avevor, is urging organisations to prioritise the integration of technological innovations into their business operating models and frameworks in an increasingly complex financial landscape.
Focusing on industry leaders and the transformative potential of tech-driven systems, Avevor emphasized that the window for strategic adoption is narrowing as competitors accelerate their business capabilities.
Avevor points to the current market environment as a critical juncture where traditional approaches to banking operations are proving insufficient.
“Organizations, especially banks, that continue to rely solely on conventional analytical methods are placing themselves at a competitive disadvantage,” Avevor stated in an interview with GBCGHANAONLINE ahead of the launch of the maiden edition of the Ghana Association of Banks (GAB)’s magazine.
“The volume of data available to investors today is exponentially larger than it was a decade ago, and human analysts simply cannot process these datasets with the speed and accuracy that machine-learning systems can deliver.
“Businesses that don’t embrace these technology-driven integrations risk being left behind,” she said.
According to the consultant, real value emerges when these systems are integrated thoughtfully into existing decision-making frameworks.
“The most successful implementations seen are those where portfolio managers and risk officers work in partnership with algorithmic systems to surface insights and flag risks that human analysis might overlook, while maintaining human oversight and final decision-making authority,” she added.
Avevor further noted that while regulators are still developing frameworks around algorithmic decision-making, forward-thinking organizations should be building explainability and transparency into their systems now.
“Regulatory scrutiny of technology in finance is inevitable and appropriate. Organizations that invest in interpretable machine-learning models—systems where the reasoning behind algorithmic recommendations can be clearly articulated and justified—will navigate the regulatory landscape more smoothly than those building black-box solutions,” she retorted.
Avevor emphasized that many established financial institutions are hampered by legacy systems that were never designed to handle the computational demands of real-time analysis.
“Retrofitting legacy systems to support technological integration is expensive and complex, but the cost of not modernizing is ultimately higher because institutions will continue losing ground to more agile competitors.
“This is a strategic decision that requires board-level commitment and multi-year planning,” the management consultant explained.
Looking at broader market dynamics, Avevor sees the integration of technology into business operations as inevitable rather than optional.
The question, in the consultant’s view, is how quickly and effectively organizations will implement it.
“We are at an inflection point. The technology is mature enough to deliver real value, the business case is compelling, and competitive pressure is mounting.
“Organizations that begin their technology-integration journey now with a clear strategy, appropriate governance, and realistic timelines will position themselves to capture significant advantages. Those that delay risk being overtaken by more nimble competitors who move faster,” she emphasized.
For organizations just beginning their technology-transformation journey, Avevor recommends starting with specific, high-impact use cases rather than attempting comprehensive transformation overnight.
As financial markets continue to evolve and data volumes expand, the case for tech integration in portfolio management and risk assessment only strengthens.
Avevor’s message to organizational leaders is that the time to act is now, with a thoughtful strategy and deliberate execution that balances technological capability with human judgment and regulatory compliance.
