E-Business
The Future of Enterprise AI isn’t about More Data – It’s About The Right Data
Artificial intelligence promises to transform every aspect of business operations, yet a lot of companies lack clarity on how to get from pilot to full production and value realisation. In today’s digital landscape they struggle with islands of data spread across various systems, leading many workers to not trust the data used to train AI systems and experience difficulty to get what they want out of them.
According to Salesforce research, only 28% of applications are connected, and over 80% of business leaders struggle with data fragmentation and data silos.
While three-quarters of workers surveyed in the recent “Your Data, Your AI” survey from Salesforce believe accurate, complete, and secure data is critical to building trust in AI, more than half do not trust the data used to train AI systems today. And nearly 60% of AI users worldwide find it difficult to get what they want out of AI, the report found.
The future of enterprise AI isn’t about more data – it’s about the right data. When AI is grounded in a company’s own data, it delivers more useful results and ultimately drives greater trust and adoption.
Only by consolidating their data will companies be able to fully understand the complete customer journey. A trusted data foundation and integrating AI into workflows across the enterprise are key ingredients needed for AI success.
Deploying these together, companies can unlock enterprise deployments at scale and drive measurable outcomes from AI automation, personalisation, and performance optimisation, including higher sales productivity, faster customer service resolutions, higher-conversion marketing campaigns.
Building a trusted data foundation
For AI to live up to the hype, large language models (LLMs) must be grounded in trusted enterprise data. However, with data trapped in disconnected silos, wholesale digital transformation and value realisation remains elusive. Prospects are worse when the data being used to ground AI models is incomplete, incorrect, or irrelevant — leading to inconsistent, incorrect results.
Unlocking the power of trapped data enables better analysis, decision-making, and AI automation, grounding customer and business data and metadata — a common language that integrates all applications — in ways that deliver trusted, outcome-oriented results without expensive model training.
Take, for example, real-time data that a prospective customer has just visited a company’s website. Previously, sales reps would have had no way of knowing this without manually pulling data into a custom report. Real-time data brings actionable insights, allowing for immediate customer engagement, resulting in higher conversion rates, revenue growth, and customer satisfaction.
Trust is a key component of successful enterprise AI deployments. By unifying and cleansing their data, companies can ensure that AI models operate on the most accurate information.
At Salesforce, we have engineered trust into every Salesforce application through our Einstein Trust Layer, a core part of the Einstein 1 Platform. The Einstein Trust Layer includes data masking to ensure data privacy protection, a zero-retention architecture to ensure data is never learned by AI models or stored outside Salesforce, an LLM audit trail, and keeps humans at the helm of every AI interaction. We have also built-in a feedback loop that continuously improves model accuracy and relevance, and this feedback data is automatically logged in Data Cloud.
Integrating AI into the flow of work
The need to deliver AI in the flow of where companies’ sales, service, marketing, commerce, developer, and other employees work explains why they’re leaning into conversational assistants, for their employees to interact with any data or workflow across their enterprise.
With specific customer data, employees can generate useful responses which are automatically grounded in all of their organisation’s trusted data and metadata. From generating customer campaigns, to answering service questions, everything is personalised, based on consolidated data – all securely within the confines of their company’s data and business processes.
The powerful combination of data and CRM makes these personalised customer experiences possible. For today’s consumer, milliseconds matter. The cost of not keeping up with them could be lost sales opportunities, poor social media reviews, or a disconnect in healthcare delivery.
While generative AI is still in its early stages for most companies, the potential for true enterprise transformation is immense. Those that can put in a foundation of data and trust, and offer AI in the flow of where their employees work, will be able to shift from pilot to production and realise tremendous value, employee satisfaction, customer loyalty, and business growth.
The Nigeria Internet Registration Association (NiRA) presents its report on .ng domain name registration and renewal statistics for the first quarter of 2025, highlighting the continued expansion of Nigeria’s digital footprint. The data underscores a consistent and significant adoption of the nation’s Country Code Top-Level Domain (ccTLD), reinforcing its pivotal role in the burgeoning Nigerian digital economy.
During the period spanning January to March 2025, a total of 40,791 .ng domain names were recorded. This figure comprises 22,236 new registrations and 18,555 renewals, indicating a healthy balance between the acquisition of new digital identities and the sustained commitment of existing domain name holders to their online presence.
Analysis of the registration trends within the quarter reveals a notable upward trajectory, with a 13.92% increase in domain name registrations observed between February and March 2025.
This growth signifies an increasing recognition of the importance of a localized online identity by a diverse range of stakeholders, including individuals, startups, Small and Medium-sized Enterprises (SMEs), and larger organizations.
Notably, the .com.ng extension continues to be the dominant choice, accounting for over 60% of both new registrations and renewals. This reaffirms its status as the preferred domain name extension for Nigerian businesses seeking to establish a credible and locally relevant online brand presence while maintaining global accessibility. The sustained popularity of .com.ng underscores its perceived value among Nigerian entrepreneurs and enterprises seeking to secure their digital real estate.
This upward trajectory isn’t happening by chance. The Nigeria Internet Registration Association (NiRA) has remained intentional in its drive for digital inclusion and domain adoption. Through public education, training via the .ng Academy, outreach campaigns, and partnerships with stakeholders across the tech ecosystem, NiRA has consistently advocated for the importance of owning a local domain. The current standing of .ng as the second most registered ccTLD in Africa reflects the efficacy of these efforts.
Digital adoption in Nigeria is no longer just about being online—it’s about owning your digital identity. And with a .ng domain, Nigerians are better positioned to assert that identity, connect with local and international audiences, and gain better control over their digital footprints.
As we look toward the rest of 2025, the Q1 results serve as a strong signal: more people are embracing the digital future, and the .ng domain is increasingly becoming their first step.
National Identity Management Commission (NIMC) of Nigeria has launched a new digital identity verification tool called the NIN Authentication (NINAuth) application.
The initiative, which forms part of President Bola Tinubu’s Renewed Hope Agenda, aims to strengthen the country’s national digital identity management framework.
The launch builds upon Nigeria’s comprehensive unified digital identity system that has been transforming access to financial services and government programs.
The NINAuth application introduces several key features focused on data security and privacy.
The platform requires explicit user consent before sharing identity information for Know Your Customer (KYC) processes, giving individuals greater control over their personal data.
The system provides seamless access to various government services, including SIM card registration, immigration applications, passport processing, tax filings, and financial transactions.
The development follows significant investment in Nigeria’s digital identity infrastructure, including a $45.5 million support from the World Bank as part of the Digital Identification for Development (ID4D) project.
As the official service for integration with NIMC’s backend infrastructure, NINAuth enables secure verification processes across ministries, departments, and agencies (MDAs).
The application is available for download on both the Google Play Store and Apple iOS App Store for users of the National Identification Number (NIN).
The rollout represents a significant milestone in Nigeria’s ongoing efforts to digitize government services and strengthen identity verification processes.
“NINAuth is a cutting-edge suite of services including web, API, and mobile verification designed to enhance data security, protect privacy, and simplify access to government services,” said Dr. Kayode Adegoke, Head of Corporate Communications at NIMC.
“The platform introduces a robust layer of protection, empowering individuals with greater control over their personal information.”
The implementation supports the objectives of the recently established Nigeria Digital Identification for Development Project Ecosystem Steering Committee, which oversees the country’s digital identity initiatives.
President Bola Ahmed Tinubu has approved the launch of the NINAuth app and directed its use for verification and authentication across all MDAs.
The application provides a secure single sign-on solution for accessing government services and social protection programs while maintaining strict data privacy controls.
The centralized approach to digital identity management represents a significant step forward in Nigeria’s digital transformation journey and its commitment to modernizing government services.
Nigerian Copyright Commission (NCC) has set in motion a machinery to checkmate the booming copyright piracy market in the country.
Copyright piracy is said to cost Nigeria an annual loss estimated at billions of naira.
Despite the absence of a coordinated or official statistics to gauge the quantum of loss, John Asein, director general, NCC, said as far back as 2019, Nigeria lost N918 trillion ($3 billion) annually to digital piracy.
The financial damages severely impact local businesses and innovation efforts.
The commission, in collaboration with the World Intellectual Property Organisation (WIPO), has started a project to develop strategies and tools to address the menace.
Speaking at a stakeholders’ meeting on the WIPO project to address online copyright piracy in Nigeria, Asein said digital technologies have unlocked tremendous opportunities for the creative and innovation sectors.
The NCC boss said technology also poses serious challenges, including online piracy, which he said is growing rapidly.
He said: “Pirate sites continue to emerge rapidly, with statistics indicating a 6.7 per cent increase in user visits. A significant percentage of these users are students aged between 18 and 24, with social media and messaging platforms becoming major gateways for accessing pirated content.”
He added: “No industry is immune. The most affected sectors include television (43.6 per cent), publishing (27.5 per cent), film (12.9 per cent), music (7.0 per cent), and software (6.2 per cent).
“Far beyond mere statistics, the victims are no longer only foreign right owners. Many Nigerians in these sectors have also been bruised and their creative enterprises ruined.”
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