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Click here to listen now: Unlocking AI Outcomes: Turning Hidden Data Into Real Business Impact on Edge of Excellence
In a recent episode of Edge of Excellence, we sat down with Urvashi Batra, Co-Founder and CEO of PrioriWise, to unpack how businesses can unlock AI outcomes.
Throughout our conversation, Urvashi challenged conventional thinking around AI adoption, growth strategies, data insights, and the important role of human-centered leadership in turning AI from activity into impact.
Below we’ve highlighted 7 key leadership takeaways from our conversation.
1. Activity Does Not Equal Impact
One of the most powerful sound bites from the episode:
“Activity does not equal impact.”
Many organizations rush into AI because of FOMO (fear of missing out). They start by asking:
- Where can we use AI?
- What can we automate?
- How can we deploy a chatbot?
But that’s the wrong starting point.
Instead, leaders should ask:
- What business outcomes must improve?
- Which KPI needs to move?
- What customer outcome are we trying to strengthen?
Building a chatbot is not an outcome, but improving adoption by 20% through a targeted AI initiative is. The difference is subtle, but it’s important.
2. The Hidden Cost of AI: Leadership & Change Management
AI is often framed as a technical investment, but the real multiplier is human. Urvashi shared an insight from an ISG conference:
For every:
1 unit of AI technology investment, you need:- 3 units of business leadership engagement
- 5 units of change management
Most organizations underestimate:
- Data hygiene
- Governance
- Cross-functional alignment
- Adoption and workflow integration
Technology is easy compared to cultural adoption. If AI isn’t embedded into daily habits, incentives, and workflows, it won’t stick.
3. The Biggest Missed Opportunity: Growth Hidden in Plain Sight
For IT service providers and MSPs especially, growth is often hidden in expansion triggers inside existing accounts. The challenge is that data is scattered everywhere:
- PSA systems
- Ticketing platforms
- Emails
- Slack messages
- Meeting notes
- Industry data
Without AI-driven data insights, teams become reactive. They see fires instead of trends. Urvashi described this common trap perfectly:
“Great delivery, but no growth.”
Teams are crushing execution but lack time to translate metrics into business impact stories for clients. PrioriWise is changing that by:
- Surfacing sentiment signals
- Identifying expansion triggers
- Translating delivery into executive-ready narratives
- Aligning technical metrics to CFO- and CEO-level outcomes
Growth becomes a byproduct of trust and visibility instead of pressure to “sell more.”
4. AI Should Enhance Human Judgment, Not Replace It
In today’s environment, productivity and automation dominate AI conversations, but Urvashi offered a critical reminder that AI must support human judgment, not remove it.
Human-centered AI:
- Creates clarity without removing accountability
- Provides insights
- Supports strategic conversations
- Enhances human-to-human relationships
The “last mile” of AI will always require human leadership. AI can surface patterns, but humans build trust.
5. Ethical AI, Community Involvement & Leveling the Playing Field
Beyond business outcomes, we discussed something equally important: AI as a democratizing force.
AI has the potential to:
- Expand access to opportunity
- Reduce technical barriers
- Enable founders from nontraditional backgrounds
- Strengthen diverse innovation
But there’s a risk that exists. If only well-funded companies with massive VC backing dominate AI adoption, the gap widens.
Universities, nonprofits, and community organizations play a critical role in:
- Shaping ethical AI frameworks
- Encouraging inclusive technology adoption
- Updating curricula based on real-world AI evolution
- Advocating for fair investment practices
Boston’s ecosystem, from Rootless Social to AI-focused women’s networks and university leadership boards, demonstrates how community involvement drives ethical growth.
6. The Mindset Shift Leaders Must Make
If Urvashi could leave leaders with one mindset shift, it’s this:
Stop treating AI as a technology advantage. Start treating it as a human advantage.
That means:
- Listening wider:
- Building systems that surface overlooked perspectives.
- Valuing ideas from people closest to the problem.
- Translating insights into measurable outcomes.
The best innovation doesn’t always come from the most polished resume or the loudest voice. It often comes from the people closest to the friction. When human insight combines with clean data and disciplined execution, that’s where real AI outcomes emerge.
7. A Leadership Reminder for Growth
Perhaps the most powerful reflection of the episode was a quote that perfectly captures leadership in the AI era:
“In a world where AI makes everything seem like we have to move faster, moving slowly is the fastest way to get where you want to be.”
In a hustle culture obsessed with speed:
- Slowing down clarifies vision.
- Reflection sharpens strategy.
- Thoughtful implementation prevents wasted investment.
Growth is about aligning the right technology to the right outcome at the right time.
Ready to Turn AI Into Measurable Outcomes?
For MSPs and IT service providers:
If you know there’s untapped growth inside your existing accounts but lack visibility into it, PrioriWise helps surface expansion triggers, risk trends, and executive-ready insights, turning delivery into revenue. Book a conversation with PrioriWise.
AI Consulting Services:
If you’re exploring AI or want to ensure your initiatives are aligned to real business outcomes, iuvo’s AI consulting services help you define, govern, and implement AI with clarity and confidence. Connect with iuvo to build an AI strategy that performs
Resources Mentioned in This Episode
- PrioriWise
- Urvashi Batra
- Rootless Social
- AI Powered Women
- CEO Felicia Newhouse
- Massachusetts “Fair Investment” bill referenced
- MA Legislature bill page (H.1922 – “An Act relative to fair investment”)
- Led by Gita Swamy
How We Create Our Content
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