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AI Adoption Strategy
Aminah Rafaqat comments (0) February 9, 2026

What Companies Get Wrong About Their AI Adoption Strategy And How to Fix It

Key Takeaways “Despite $30–40 billion in enterprise investment into GenAI, this report uncovers a surprising result in that 95% of organizations are getting zero return. The outcomes are so starkly divided across both buyers (enterprises, mid-market, SMBs) and builders (startups, vendors, consultancies) that we call it the GenAI Divide. Just 5% of integrated AI pilots […]

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How Can SaaS Companies Successfully Integrate AI
Aminah Rafaqat comments (0) January 21, 2026

How Can SaaS Companies Successfully Integrate AI?

Key Takeaways AI Integration into SaaS has become a key question for many SaaS companies. Some companies are moving rapidly to implement new AI features and iterate on them; others are more hesitant to invest in AI features without a clear understanding of the return on investment (ROI). However, both approaches have no guarantee of […]

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How Multimodal AI Will Shape Work in 2030
Aminah Rafaqat comments (0) January 20, 2026

The Road Ahead: How Multimodal AI Will Shape Work in 2030

Key Takeaways: We have surpassed that stage where we once envisioned a future in which machines not only carry out physical tasks but can also think, learn, and make autonomous decisions.  Now we are living in that “envisioned future”. Multimodal AI-based software can adapt, plan, guide, and even make decisions. This makes AI an enabler […]

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Agentic AI vs AI Agents
Aminah Rafaqat comments (0) January 8, 2026

Agentic AI vs AI Agents: The Difference And Why Both Matter for Digital Transformation

AI agents are essential for driving efficiency through task-level automation, but on their own, they don’t deliver real transformation. Agentic AI adds the missing layer of autonomy, allowing systems to reason, coordinate, and adapt across goals rather than simply follow instructions. In my view, enterprises that combine both will move beyond automation and build truly […]

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gamification in retail
Aminah Rafaqat comments (0) December 30, 2025

Gamification in Retail: The Future of Customer Engagement and Loyalty

Key Takeaways Retail Is Leading The Gamification Boom Modern retail is no longer just about selling products; it’s about building experiences that make customers feel connected to brands. Gamification is the use of game-design elements such as points, badges, quests and leaderboards. It has become a powerful tool for creating those experiences. Gabe Zichermann defines […]

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AI/ML Development in Illinois
apidots-main comments (0) December 30, 2025

Predictive Power: AI/ML Development for Finance & Manufacturing in Chicago, Illinois

Chicago, Illinois has long been a center of economic strength in the United States. Known for its financial markets, manufacturing plants, transportation networks, and skilled workforce, the city continues to adapt to new technologies that improve efficiency and competitiveness. Today, one of the most influential forces shaping this progress is AI/ML Development in Illinois. Artificial […]

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RPA vs. Intelligent Automation
Aminah Rafaqat comments (0) December 26, 2025

RPA vs. Intelligent Automation: How to Choose the Right Automation Strategy in 2026

Summary: Automation in 2026 is no longer about choosing between RPA and Intelligent Automation, but about how effectively they work together. This blog explains the strengths and limitations of both approaches and outlines when to apply each. It highlights the growing need for orchestration, integration, and scalability as automation ecosystems expand. Ultimately, it provides a […]

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UX Design Trends
Aminah Rafaqat comments (0) December 23, 2025

UX Design Trends for 2026: What’s Next in User Experience?

Summary:  UX design trends for 2026 are less about flashy visuals and more about making digital products feel helpful, human, and responsible. Interfaces are becoming smarter and more flexible, using voice, text, gestures, and AI together so users can interact in the way that suits them best. AI is showing up as a “co-pilot” inside […]

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AI chatbots in customer service
Aminah Rafaqat comments (0) December 11, 2025

AI Chatbots in Customer Service: Why Guardrails & Intent Detection Are Essential

Overview: AI is transforming customer service. AI chatbots streamline many processes and save businesses a great deal of money. How to avoid serious damage due to badly run AI chatbots?  Understanding where things can go wrong — or where they have gone wrong before — is essential. The challenges that guardrails and evaluation frameworks are […]

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