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The efficacy of any AI/ML model depends not only on algorithms but also on the quality, precision, and consistency of the training data. As enterprises increasingly rely on AI for automation, decision-making, and customer experience, precise data labeling becomes an essential component. Labeled datasets serve as the basis for developing computer vision systems, natural language
It is common to practise to periodically evaluate the efficacy of current data-labelling practises to ensure they continue to serve the organization. Cost, time, and a lack of manpower are just some of the difficulties encountered by anyone who has labelled data using in-house teams. some of the warning signs that indicate it might be
It is predicted that 30% of CIOs will roll out pan-enterprise data and analytics strategy by 2018. Clearly the task of monitoring and analyzing data is slowly but steadily shifting from being sole responsibility of data scientists towards employees across the enterprise. Business insights are increasingly viewed as business enabler in this aggressively competitive and
Growing urbanization, drastic demographic shifts, rapid technological advancements and evolving regulatory standards are increasingly influencing the Commercial Real Estate (CRE) industry. Players are walking the tight rope, trying to balance sustainability with profitability while keeping pace with market changes. As CRE companies strive hard to gain competitive advantage, here’s a list of three key trends
Intensifying competition and unpredictable consumer and market demands are compelling businesses to be responsive and flexible. Rapid digitization has led to the rise of new entrants and is creating a level playing field putting unprecedented pressure on businesses to find ways to stay relevant. Given the dynamics and pace of change, ‘business as usual’ is
Inventory management software within the retail sector is predicted to grow at the rate of 8.3% CAGR by 2020 due to rapid adoption of ecommerce and mobile commerce. Effective supply chain management is critical to streamlining your logistics as your products move from suppliers to warehouse and finally to your end-customer. Inventory management techniques
Business information service providers are tasked with providing the latest and up-to-date visibility into trends that are shaping and impacting the industry landscape. Information service providers have always played a critical role in offering in-depth market intelligence to support business critical decisions. But given the pace of digital advancement and the way it’s transforming information
As commercial real estate and its rental rates grow steadily, lease audits take a centre stage. Cost conscious businesses and tenants are increasingly relying on these audits to ensure they are not paying more than the current market rate. Lease audit allows tenants to seek professional auditors help in evaluating leasehold expense, validating whether charges
As commercial real estate looks optimistic, the property managers have a humongous work cut out for them. Commercial property management encompasses a range of demanding activities on
Rapidly evolving digital technologies, proliferation of multiple touch points and changing customer behavior have dramatically shifted the retailing landscape.
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