The lasting impact of disruption must not be ignored.
Understanding what constitutes a data model is a baseline requirement for managing its risk — but so is understanding why it was developed, who are its chief sponsors and how persistent assessment completes the loop.
What happens when you fail to recognize the impact of poorly constructed queries or data silos that haven't been normalized? Increasingly, predictive models have been morphed inside enterprise software with little-to-no visibility. How exactly are you tackling carbon tax or validating your actual energy savings from net-zero investment? A lack of oversight can lead to miscalculations, missed opportunities and more.
Having the right controls at the right time prevents disruption. When building and cultivating a responsible AI program, business leaders can recognize and manage the risks related to their predictive analytics models while empowering innovation throughout the organization.
There are organizational controls in place to ensure responsible design, development and deployment.
The information used has been validated for accuracy, meets privacy standards and is normalized to build trust.
The analysis can detect patterns amidst the chaos or biases that humans are incapable of seeing or understanding.
Every production facet including automation and problem solving are impervious to disruption or corruption.
The data infrastructure has safeguards to prevent unauthorized access, data leaks or adversarial AI processes.
Each process is open for review from key stakeholders to enrich the AI lifecycle across departments and project teams.
Whether resetting or recalibrating to prepare for disruption, the tensions and frictions in your most valuable relationships will transform risk and compliance into opportunities and growth for your organization and its culture.
ATTRACT — ENGAGE — SUSTAIN
How companies develop and cultivate their relationships during recovery will define their brand for decades. For many leaders, the call for greater resilience is an overused talking point. But every time you unnecessarily call upon resilience when another dynamic could fill the gap, you end up chipping away at the very reservoir needed for the next disruptive tension around the corner.When to onboard partners and test their strategic value?
Are you getting full value from your contracts?
What if process fatigue is taking a larger toll on operations?
How to reset a net-zero supply chain in a period of economic, regulatory and geopolitical risk?
Organizations of all sizes are trying to navigate the challenges of today's business climate, optimize their resources and mitigate the impact of uneven supply chains. These focus areas will help you identify risks and highlight our strategic approach to these issues.
We live in a hyper-digitalized world, but how we deploy and integrate technology will determine our long-term resilience and plot the trajectory for a sustainable future. By harnessing the pace of research and innovation, your brand will be prepared for the inevitable disruptions soon to face it.
It's not the end of business as you once knew it. But it is a time to recalibrate and reimagine how supply chains are being altered in real time and in serious ways. Detect the soft spots in your strategic planning — take the first steps to more stable returns from each relationship or project investment.
Resetting and reinvention is the order of the day. Many organizations are consumed with immediate concerns about inflationary trends and broader ESG impacts, but they've yet to identify the risks associated of evaporating margins and evolving relationships — just where they're needed most.
ABOUT US
Entire industries and the economy in general are crossing new terrain, forcing companies to make bold adjustments to how they activate digital insights, transform logistics through innovation and ensure that business strategies are prepared for disruption. Let's explore how four dimensions strengthen your resilency and test the efficacy of your key relationships — before these critical assets are left on fumes.
Learn more about CGRNever miss an update, receive notifications of emerging trends and analysis.
We use cookies to improve user experience and for personalized ads and content.
Accept & ContinueWant to learn more? Privacy Policy – Cookie Policy