Generative AI has taken the business landscape by storm with its potential to completely transform many industries. Many modern companies are looking to use and integrate GenAI to operate more efficiently and effectively, drive creativity across functions, and deliver personalized customer and employee experiences, to name a few.
AI is Transformative, but Its Implementation Needs Refinement
But the path from AI-powered operations ambitions to successful deployment of AI solutions can be fraught with difficulties. It’s so complex that a significant number of AI projects – estimated at 80% in recent years (double the rate of IT projects failure which does not involve AI) – never succeed. There are many reasons why this happens, from internal misalignment to unclear management strategies and a lack of specific advanced technology knowledge.
Interwoven with each of these challenges is the need for integrated data to not only inform business strategy but also train AI and GenAI models to work their magic. Is your integration infrastructure ready for GenAI?
Learn how companies are moving from legacy tools to scalable, AI-enabled solutions to stay competitive.
AI Begins with Data: Laying the Right Foundation
Modern companies manage vast amounts of data from many different applications (Web Apps, CRM, ERP, etc.) and data sources (web servers, databases, APIs, etc.).
A centralization of data in one place is necessary to control its flow, process it, and protect it. The question is: is it difficult to do so? Fortunately, there is a simple solution: a flexible and scalable solution to integrate an organization’s data and applications with built-in AI support.
What does “flexible” mean in this context? A flexible data architecture enables you to smoothly connect hard-to-connect data and systems (such as on-premises and cloud deployments). This is important not only for incorporating new AI-powered tools to your technology stack, but also for allowing your organization to access, combine, and use data from multiple input sources to leverage cutting-edge technologies.
This synergy can significantly reduce the total cost of ownership of AI tools and accelerate the development process, making it not only successful but also scalable.
Develop a coordinated plan of action for GenAI Integration
GenAI is still progressing and in its evolving stage, and its vast potential is still being explored. With a defined process for integrating GenAI technologies into the business, from ideation to implementation and beyond, this is possible.
Start by making a list of processes or workflows that could benefit from generative AI. Think carefully about use cases and goals, such as automating repetitive tasks, improving creative processes, or improving the user and employee experience.
Prioritize your common AI use cases. Consider factors such as potential ROI, sustainability, and alignment with overall business goals. Effectively ensure optimal resource allocation for initiatives and create a plan for GenAI integration.
Prepare Your IT Ecosystem for AI Deployment
The next step is to ensure you have the right tools to support your specific business and operational goals. This is especially true with the birth of a whole new genre of artificial intelligence. Can your current IT infrastructure enable the integration and deployment of GenAI applications?
We help make it easy for companies to optimize data, integrate applications, and automate workflows so you can take advantage of GenAI initiatives while ensuring that key factors—including security, privacy, and resource availability—are addressed. Our AI services enable easy workflow development, data transformation, data extraction, and more. with simple natural language instructions.
Business users can build large workflows for modeling languages without coding, providing solutions for complex tasks such as document compression, content creation, and intelligent data analysis.
With a plan and the right technology, all that’s left is to get started. Leverage the rise of artificial intelligence and begin your journey toward a business revolution.