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Farooque Munshi

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Farooque Munshi

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United StatesVerified Community Ambassador

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Data & Analytics0
Disruptive & Emerging Technologies0
Strategy & Architecture0

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9
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908
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How do you measure the impact and success of your D&A talent acquisition and development initiatives?

KPIs, Metrics & Reporting Talent Management & Performance Data & Analytics

Farooque MunshiPartner in Services (non-Government)a month ago

Building on the comments here, traditional performance management frameworks often focus on an individual's success in their current role. However, as data and analytics leaders, we have wide remits, and sometimes individuals ...read more

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126 views4 Comments

What criteria do you consider when deciding whether to invest in developing existing talent within your organization or hiring new talent?

People & Leadership Employee Engagement Talent Sourcing & Hiring+1 more

Farooque MunshiPartner in Services (non-Government)a month ago

In certain industries, such as advanced manufacturing, investing in existing talent is not just a decision but a necessity. Organizations must upskill their current workforce while bringing in new expertise due to the limited ...read more

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84 views4 Comments

What are the top 3 things you do to create a work environment that encourages team members to stay and grow within your D&A team?

People & Leadership Employee Engagement Data & Analytics

Farooque MunshiPartner in Services (non-Government)a month ago

The first thing that comes to mind is fostering a culture of continuous learning and personal growth. Over the past 5-6 years, I've seen how important it is for team members to not only focus on their current tasks but also ...read more

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240 views7 Comments

How do you assess skills and knowledge gaps within your D&A team?

People & Leadership Data & Analytics

Farooque MunshiPartner in Services (non-Government)a month ago

You much talk to each individual to understand them. Whenever I take over a new team, I make it a point to engage with people at all levels. I ask questions like, "What are your three biggest energizers about your job?" and ...read more

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101 views4 Comments

Can you share some strategies for measuring the value and impact of AI initiatives in your organization?

AI & Machine Learning Generative AI

Farooque MunshiPartner in Services (non-Government)6 months ago

A specific example from my experience would be increasing the auto acceptance rate for our matching algorithm. By increasing this rate by 1.2%, we could bring in $1.1 million in incremental revenue annually. We first tested ...read more

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204 views3 Comments

How can we ensure that our data and analytics teams have the skills and resources they need to implement AI effectively?

AI & Machine Learning Generative AI

Farooque MunshiPartner in Services (non-Government)6 months ago

The key to ensuring that data analytics teams are equipped to implement AI effectively lies in embracing change and fostering continuous learning. AI is a disruptive technology, and the pace at which new technologies are ...read more

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186 views3 Comments

How would you define “AI-ready” data? Is your D&A ecosystem ready for practical AI implementation? If not, what do you think is needed to get there?

AI & Machine Learning Generative AI

Farooque MunshiPartner in Services (non-Government)6 months ago

AI readiness is a topic many organizations are grappling with. One emerging theme is using AI to define the readiness of data. While most organizations struggle with disparate data systems, the power of generative AI can ...read more

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241 views3 Comments

Have there been any changes in AI-hype among your closest collaborators that have led you to re-evaluate AI-centered investments for data and analytics this year?

Generative AI AI & Machine Learning

Farooque MunshiPartner in Services (non-Government)6 months ago

There's been a lot of focus on the technical aspects like prompt engineering versus fine tuning, but not enough on how to actually leverage AI to create value. The focus seems to be more on proving that we've used AI, rather ...read more

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38 views3 Comments

How have AI initiatives impacted your data monetization strategy?

Data & Analytics Strategy & Architecture Process Management

Farooque MunshiPartner in Services (non-Government)6 months ago

Most companies, including mine, are not focused on monetization. So for most, the answer here will be 'not at all'. The last Gartner data I saw on monetization suggested that only around 10% of companies are actually ...read more

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183 views2 Comments