Modern Data Engineering For Artificial Intelligence
Easily ingest, transform, and deliver all your data for faster, deeper insights across any cloud.
AI offers a huge opportunity to the companies willing to embrace it. And there’s some urgency: 84% say they won’t achieve their growth objectives, and three-quarters of executives believe they risk going out of business in five years unless they scale AI.
The stakes are high. But rushing to scale new ideas quickly requires a well-constructed data strategy – which we define as a design and intent that underpins what data is being captured, in what way and for what purpose. Like a house built on weak foundations, an AI solution built on weak data with no solid strategy may deliver some near-term value but doesn’t stand a chance at scale or delivering results in the long term. The data strategy drives value as much as AI does.
Overcome Common AI Challenges
Conquer data complexity, talent scarcity and lack of trust in AI systems.
OVERVIEW
AI may be the greatest opportunity of our time, with the potential to add nearly $16 trillion to the global economy over the next decade.
According to the Forrester report, organizations that scale AI are 7x more likely to be the fastest-growing businesses in their industry.
However, to successfully scale AI throughout your organization, data complexity, talent scarcity and a lack of trust in AI systems must be overcome.
COMMON AI CHALLENGES
DATA
The lifeblood of AI, but complexity slows progress.
60% of organizations are challenged in managing data quality.
TALENT
Skills in AI are rare and in high demand.
62% of organizations are challenged to acquire talent to deliver AI capabilities.
TRUST
There’s skepticism of AI systems and processes.
65% of organizations need to develop a framework and approach for human review of AI decisions and actions.
Bridge Your AI Talent Gap
Scale Your Data Science & Data Engineering Teams On-Demand
Sovereign’s proven methodologies can help you consistently run, maintain and scale AI solutions from pilot to production. Adopt a standard framework for developing and deploying AI applications across teams.
Our Artificial Intelligence Services can help you drive smart reinvention of your workflows and technology. Our industry experts help you implement a data-first strategy, take advantage of your real-time information, augment with third-party sources and integrate with advanced technologies, such as IoT, HyperAutomation and AI to unlock the value of your data.
Sovereign is here to help you overcome obstacles in scaling AI and transform your business into a Cognitive Enterprise.
Infuse AI with Trust and Transparency
Detect bias, determine drift, and be able to explain your AI outcomes.
Building trust Knowledge workers must be able to trust AI and explain the decisions it helps make before they will incorporate it in their business processes. If AI is a black box that simply takes in data and produces obscure, unexplainable outcomes, then there is no way for the business to judge whether these systems are producing fair, accurate outcomes, or have confidence in AI’s ability to augment decision-making. Equally, the business will not be able to explain outcomes to customers, auditors, or compliance teams.
The key is real-time visibility at runtime, where decisions are made. If you can monitor the accuracy, performance, and fairness of your AI models throughout their operational lifecycle and provide analytics to help line-of-business users understand the reasoning behind the results, then you can overcome one of the most significant roadblocks on the AI journey.
Digital Innovation Delivered!
We design, build and deliver technology-based innovations that create significant competitive advantage and revenue growth potential for our clients.