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- How AI-Enhanced KPIs Drive Increased Efficiency - Business Use Cases
How AI-Enhanced KPIs Drive Increased Efficiency - Business Use Cases
Rethinking Metrics: The ICE Framework's Pivotal Role in an AI-Driven Era
Times are changing fast. And businesses that keep measuring the same legacy metrics from a decade ago, are in the stone age now and in true danger.
That’s why you probably should be using AI-enhanced KPIs.
And that’s what today’s edition brings. 🍹
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In today’s journey…
🔋Supercharging Your Strategy: Leveraging AI for Game-Changing KPIs
🧊 How to Break the ICE and Unleash Untapped Growth Potential
💸 How AI-Enhanced KPIs Drive Increased Efficiency and Profits — case studies
🔨 The AI Tool to Leverage Real-time Analytics and AI-Powered Sentiment Analysis for Optimized Decision-Making
😉 And more…
What MIT and BCG have found about AI-enhanced KPIs
98% of the Caveminds community are business owners and founders making between 1M - 10M /year. So it’s very likely that you are measuring your company’s growth and success through KPIs (if not, you probably should).
And if you’ve been a Caveminds member, we’re sure that AI brought the need and the capacity to Improve existing KPIs, Create new KPIs or Establish new relationships among KPIs.
And that’s where the ICE Framework comes into play.
🏆 Golden Nuggets
AI for KPI Evolution: Improving KPIs is not just about enhancing performance, but also about evolving the metrics themselves to keep up with changing business landscapes.
Human Judgment vs AI: AI-informed KPIs often lead to more efficiency, greater financial benefit, and are more aligned with organizational objectives.
Strategic Measurement: Few organizations are using AI to improve their KPIs yet, so AI-enhanced KPIs are still undervalued assets. Take advantage of this.
Quality Data for Quality KPIs: Quality KPIs depend on quality data. Make sure the data you use to train your KPIs is not biased, incomplete, or flawed.
KPIs for KPIs: As AI-influenced KPIs become more influential in the enterprise, their own performance will require new levels of monitoring and oversight. Leadership will need to evaluate how well their KPIs are doing, individually and collectively.
💰 Impact On Your Business
These are the results of organizations that are using Al to create new KPIs vs those that are not.
5X Incentive structure is in line with objectives: (6% → 29%)
4X Increased collaboration between employees: (11% → 44%)
3X More effective at predicting future performance: (13% → 45%)
3X Greater financial benefit: (11% → 34%)
2X Greater efficiency: (24% → 56%)
So do yourself a favor: stop bleeding cash on inefficiencies and wasting time on decision-making processes. ICE Framework works, and thousands of organizations have already aplied it and proven it. It’s your turn.
💡 Best Use Cases
Improving Existing KPIs:
User Retention: Analyze user behavior and identify features or actions that correlate with higher retention rates.
Creating New KPIs:
Personalization Effectiveness Score: Personalize the experience for each customer by creating a KPI that measures its effectiveness, such as increased conversion rates or average order value for personalized experiences.
Establishing New Relationships Among KPIs:
Campaign Performance and Client Industry: Analyze the relationship between campaign performance and client industry to identify which strategies work best for different industries.
Of course, the examples above were just to spark a brainstorming exercise with your team. 😉
💭 Sparking the brainstorming
For each step of your company’s SOPs, ask:
Do we currently make that decision through data and AI enablement?
Is there an opportunity to make it through data and AI enablement? If there is, how can we do it?
And for that ‘opportunity to make a business decision through data’ you’ll definitely want to read our Deep Dive this coming Tuesday. There will be special treats there, so stay tuned for that one! 👀
Want to know how companies like Lyft, Wayfair or DBS Bank have applied the ICE strategy? This thread has all that you need to know:
90% of companies who use AI to create new KPIs saw their metrics improve.
Are you part of this number?
If not, keep reading.🧵
— Caveminds (@caveminds)
2:16 AM • Jul 15, 2023
The Playbook for Using AI to ‘farm opportunities and open new doors’
Over 10,000+ tweets in just the last week alone since OpenAI released ChatGPT Code Interpreter
It would take you days just to find the gold from the coal
I've spent hours reviewing the ones worth reading so you don't have to
Here are the top 8 Twitter threads and use cases 👇
— Benson Sung (@bensonsungs)
10:00 PM • Jul 12, 2023
Benson has been on 🔥 lately posting a lot of amazing content, honoring his TwitterGPT live Experiment experiment to 10K subs using an AI-powered strategy.
Definitely worth a follow if you want a trusted source to cut through the noise of the AI realm.
Most Impactful Tool of The Week
Don’t know where to start with AI-Enhanced KPIs? This may be your lucky day…
Beekeeper's AI-Powered Frontline Intelligence platform provides real-time analytics and sentiment analysis, enabling informed decision-making.
This platform can be used to bridge the disconnect between frontline workers and management, ensuring that your business stays competitive and with an edge.
💡 Best Use Cases
Leverage AI-Powered sentiment analysis to gauge employee sentiment and engagement levels.
Use advanced analytics to understand employee productivity and identify process improvements.
Use onboarding tools to track employee onboarding and engagement.
That’s all for today!
Don't be shy, give us your thoughts, whether it's a 🔥 or a 💩.
We promise we won't hunt you down. 😉
🌄 CaveTime is Over! 🌄
Thanks for reading, and until next time. Stay primal!
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