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Intelligence Driven Business: Making It Real
Ramshanker Krishnan, Sr. Director Of Enterprise Services And Delivery Of Data And Ai, Microsoft


Ramshanker Krishnan, Sr. Director Of Enterprise Services And Delivery Of Data And Ai, Microsoft
1. An innovation process that can identify a list of use cases aligned to the overall Executive strategy.
2. Business use cases prioritization based on ROI and rapid experimentation.
3. Strong technical and functional capabilities that support productionizing the prioritized use cases, through agile delivery and dev ops approach.
4. Governance that facilitates efficient decision making across IT and Business. Leveraging the best practices around compliance, ethics, change management, and value realization of use cases.
A strong operating model will ensure that you have the control, innovation, and speed to market while keeping the costs manageable.
Adaptive Leadership: Addressing the Human Element
The biggest blocker to Digital transformation is the lack of cultural transformation. Building the right culture requires more than just investments in tools and technology. It requires adaptive leadership to directly address the human aspects. The concept of adaptive leadership was extensively researched and published by Ronald Heifetz and Marty Linsky in their book, “The Practice of Adaptive Leadership”.
The most common cause of failure is addressing transformation as if it were merely technical challenges. We are the first generation in human history that is dealing with decisions made by machines. While the algorithms and models are progressively getting better, we need to address the human elements of building trust, while continuing to be accountable for the outcomes. Fear of the unknown needs to be overcome through awareness, creation, and trust building.
The other key blocker is the emerging skills gap. While existing people need to learn new skills, there is also a need for new roles. As every company moves towards being a digital and AI company, they need new skills that are typical to technology companies. One such skill is that of product owner/product manager, which helps create and manage digital experiences, through products and services. There are many such roles that are emerging, such as business translators, change managers, data scientists, and data engineers, to name a few. There needs to be a concerted effort to build a sourcing strategy to identify in-house versus external talent for these skills. It requires focus and investments towards establishing academies with robust curriculums, to help reskill existing employees, as well as gearing up talent acquisition programs to attract the best and brightest from the market.
Taking a ‘Balcony View’—One of the Key Elements in Adaptive Leadership
To watch everyone in action and identify patterns that would be hard to observe, if you just take a project or program specific approach. This should enable continuous learning that can help course correct based on failures, keep an eye on the cultural transformation, and ensure business value is being realized.
An intelligence-driven business can only become real if it is built on the core pillars of intelligent platform, a robust enterprise operating model, and establishing a control tower that enables you to use AI responsibly, accelerating your transformation journey.
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